Gerard de Melo

According to our database, Gerard de Melo authored at least 242 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A corpus of Persian literary text.

Shahab Raji, Malihe Alikhani, Gerard de Melo, Matthew Stone

Lang. Resour. Evaluation, June, 2024

Vector Grimoire: Codebook-based Shape Generation under Raster Image Supervision.

Moritz Feuerpfeil, Marco Cipriano, Gerard de Melo

CoRR, 2024

Language Adaptation on a Tight Academic Compute Budget: Tokenizer Swapping Works and Pure bfloat16 Is Enough.

Konstantin Dobler, Gerard de Melo

CoRR, 2024

Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP.

Sedigheh Eslami, Gerard de Melo

CoRR, 2024

ELSA: Evaluating Localization of Social Activities in Urban Streets.

Maryam Hosseini, Marco Cipriano, Sedigheh Eslami, Daniel Hodczak, Liu Liu, Andres Sevtsuk, Gerard de Melo

CoRR, 2024

On the Challenges and Opportunities in Generative AI.

Laura Manduchi, Kushagra Pandey, Robert Bamler, Ryan Cotterell, Sina Däubener, Sophie Fellenz, Asja Fischer, Thomas Gärtner, Matthias Kirchler, Marius Kloft, Yingzhen Li, Christoph Lippert, Gerard de Melo, Eric T. Nalisnick, Björn Ommer, Rajesh Ranganath, Maja Rudolph, Karen Ullrich, Guy Van den Broeck, Julia E. Vogt, Yixin Wang, Florian Wenzel, Frank Wood, Stephan Mandt, Vincent Fortuin

CoRR, 2024

NextLevelBERT: Investigating Masked Language Modeling with Higher-Level Representations for Long Documents.

Tamara Czinczoll, Christoph Hönes, Maximilian Schall, Gerard de Melo

CoRR, 2024

Highly Regarded Investors? Mining Predictive Value from the Collective Intelligence of Reddit's WallStreetBets.

Tolga Buz, Moritz Schneider, Lucie-Aimée Kaffee, Gerard de Melo

Proceedings of the 16th ACM Web Science Conference, 2024

CommitBench: A Benchmark for Commit Message Generation.

Maximilian Schall, Tamara Czinczoll, Gerard de Melo

Proceedings of the IEEE International Conference on Software Analysis, 2024

ArtQuest: Countering Hidden Language Biases in ArtVQA.

Tibor Bleidt, Sedigheh Eslami, Gerard de Melo

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit's Showerthoughts.

Tolga Buz, Benjamin Frost, Nikola Genchev, Moritz Schneider, Lucie-Aimée Kaffee, Gerard de Melo

Proceedings of the 13th Joint Conference on Lexical and Computational Semantics, 2024

GUIDE: Creating Semantic Domain Dictionaries for Low-Resource Languages.

Jonathan Janetzki, Gerard de Melo, Joshua Nemecek, Daniel Whitenack

Proceedings of the 6th Workshop on Research in Computational Linguistic Typology and Multilingual NLP, 2024

MaskAnyone Toolkit : Offering Strategies for Minimizing Privacy Risks and Maximizing Utility in Audio-Visual Data Archiving.

Babajide Alamu Owoyele, Martin Schilling, Rohan Sawahn, Niklas Kaemer, Pavel Zherebenkov, Bhuvanesh Verma, Wim Pouw, Gerard de Melo

Proceedings of the 45th International Conference on Information Systems, 2024

Generating Persona-Aware Empathetic Responses with Retrieval-Augmented Prompt Learning.

Zhengjie Huang, Pingsheng Liu, Gerard de Melo, Liang He, Linlin Wang

Proceedings of the IEEE International Conference on Acoustics, 2024

CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios.

Zetian Ouyang, Yishuai Qiu, Linlin Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering.

Kris-Fillip Kahl, Tolga Buz, Russa Biswas, Gerard de Melo

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Design and Evaluation of an AI-Augmented Screening System for Venture Capitalists.

Marc Maurer, Tolga Buz, Christian Dremel, Gerard de Melo

Proceedings of the 32nd European Conference on Information Systems, 2024

NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents.

Tamara Czinczoll, Christoph Hönes, Maximilian Schall, Gerard de Melo

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models.

Yan Cai, Linlin Wang, Ye Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A Corpus of Persian Literary Text.

Shahab Raji, Malihe Alikhani, Gerard de Melo, Matthew Stone

Dataset, May, 2023

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.

Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu

Trans. Mach. Learn. Res., 2023

Large Language Models and Knowledge Graphs: Opportunities and Challenges.

Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jiaoyan Chen, Stefan Dietze, Hajira Jabeen, Janna Omeliyanenko, Wen Zhang, Matteo Lissandrini, Russa Biswas, Gerard de Melo, Angela Bonifati, Edlira Vakaj, Mauro Dragoni, Damien Graux

TGDK, 2023

Multilingual Knowledge Graphs and Low-Resource Languages: A Review.

Lucie-Aimée Kaffee, Russa Biswas, C. Maria Keet, Edlira Vakaj, Gerard de Melo

TGDK, 2023

Knowledge Graph Embeddings: Open Challenges and Opportunities.

Russa Biswas, Lucie-Aimée Kaffee, Michael Cochez, Stefania Dumbrava, Theis E. Jendal, Matteo Lissandrini, Vanessa López, Eneldo Loza Mencía, Heiko Paulheim, Harald Sack, Edlira Vakaj, Gerard de Melo

TGDK, 2023

Commonsense based text mining on urban policy.

Manish Puri, Aparna S. Varde, Gerard de Melo

Lang. Resour. Evaluation, 2023

Efficient Parallelization Layouts for Large-Scale Distributed Model Training.

Johannes Hagemann, Samuel Weinbach, Konstantin Dobler, Maximilian Schall, Gerard de Melo

CoRR, 2023

IntentDial: An Intent Graph based Multi-Turn Dialogue System with Reasoning Path Visualization.

Zengguang Hao, Jie Zhang, Binxia Xu, Yafang Wang, Gerard de Melo, Xiaolong Li

CoRR, 2023

FARSEC: A Reproducible Framework for Automatic Real-Time Vehicle Speed Estimation Using Traffic Cameras.

Lucas Liebe, Franz Sauerwald, Sylwester Sawicki, Matthias Schneider, Leo Schuhmann, Tolga Buz, Paul Boes, Ahmad Ahmadov, Gerard de Melo

CoRR, 2023

FOCUS: Effective Embedding Initialization for Specializing Pretrained Multilingual Models on a Single Language.

Konstantin Dobler, Gerard de Melo

CoRR, 2023

MultiModal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision Language Models.

Sepehr Janghorbani, Gerard de Melo

CoRR, 2023

Democratization of Retail Trading: Can Reddit's WallStreetBets Outperform Investment Bank Analysts?

Tolga Buz, Gerard de Melo

CoRR, 2023

Temporal Ordinance Mining for Event-Driven Social Media Reaction Analytics.

Aparna S. Varde, Gerard de Melo, Boxiang Dong

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

A Closer Look at Transformer Attention for Multilingual Translation.

Jingyi Zhang, Gerard de Melo, Hongfei Xu, Kehai Chen

Proceedings of the Eighth Conference on Machine Translation, 2023

Fifth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS).

Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco M. Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Robust NLP for Finance (RobustFin).

Sameena Shah, Xiaodan Zhu, Gerard de Melo, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Zhiyu Chen

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning.

Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

WallStreetBets: An Analysis of Investment Advice Democratization.

Tolga Buz, Gerard de Melo

Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models.

Konstantin Dobler, Gerard de Melo

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks?

Margarita Bugueño, Gerard de Melo

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities.

Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Model-Agnostic Bias Measurement in Link Prediction.

Lena Schwertmann, Manoj Prabhakar Kannan Ravi, Gerard de Melo

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision-Language Models.

Sepehr Janghorbani, Gerard de Melo

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

PubMedCLIP: How Much Does CLIP Benefit Visual Question Answering in the Medical Domain?

Sedigheh Eslami, Christoph Meinel, Gerard de Melo

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Resolving Elliptical Compounds in German Medical Text.

Niklas Kammer, Florian Borchert, Silvia Winkler, Gerard de Melo, Matthieu-P. Schapranow

Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

Disentangled CVAEs with Contrastive Learning for Explainable Recommendation.

Linlin Wang, Zefeng Cai, Gerard de Melo, Zhu Cao, Liang He

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

A Disentangled-Attention Based Framework with Persona-Aware Prompt Learning for Dialogue Generation.

Pingsheng Liu, Zhengjie Huang, Xiechi Zhang, Linlin Wang, Gerard de Melo, Xin Lin, Liang Pang, Liang He

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Masked-Piper: Masking personal identities in visual recordings while preserving multimodal information.

Babajide Owoyele, James P. Trujillo, Gerard de Melo, Wim T. J. L. Pouw

SoftwareX, December, 2022

Purely Attention Based Local Feature Integration for Video Classification.

Xiang Long, Gerard de Melo, Dongliang He, Fu Li, Zhizhen Chi, Shilei Wen, Chuang Gan

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Knowledge Graphs.

Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, Sabrina Kirrane, José Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan F. Sequeda, Steffen Staab, Antoine Zimmermann

ACM Comput. Surv., 2022

Path Language Modeling over Knowledge Graphsfor Explainable Recommendation.

Shijie Geng, Zuohui Fu, Juntao Tan, Yingqiang Ge, Gerard de Melo, Yongfeng Zhang

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Fourth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS).

Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Assessing Combinational Generalization of Language Models in Biased Scenarios.

Yanbo Fang, Zuohui Fu, Xin Dong, Yongfeng Zhang, Gerard de Melo

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Art Creation with Multi-Conditional StyleGANs.

Konstantin Dobler, Florian Hübscher, Jan Westphal, Alejandro Sierra Múnera, Gerard de Melo, Ralf Krestel

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization.

Changqun Li, Linlin Wang, Xin Lin, Gerard de Melo, Liang He

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation.

Xiang Hu, Haitao Mi, Liang Li, Gerard de Melo

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Temporal Event Reasoning Using Multi-source Auxiliary Learning Objectives.

Xin Dong, Tanay Kumar Saha, Ke Zhang, Joel R. Tetreault, Alejandro Jaimes, Gerard de Melo

Proceedings of the Advances in Information Retrieval, 2022

Frozen CLIP Models are Efficient Video Learners.

Ziyi Lin, Shijie Geng, Renrui Zhang, Peng Gao, Gerard de Melo, Xiaogang Wang, Jifeng Dai, Yu Qiao, Hongsheng Li

Proceedings of the Computer Vision - ECCV 2022, 2022

D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning.

Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

WallStreetBets Beyond GameStop, YOLOs, and the Moon: The Unique Traits of Reddit's Finance Communities.

Pratik Agrawal, Tolga Buz, Gerard de Melo

Proceedings of the 28th Americas Conference on Information Systems, 2022

Improving Personalized Explanation Generation through Visualization.

Shijie Geng, Zuohui Fu, Yingqiang Ge, Lei Li, Gerard de Melo, Yongfeng Zhang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation.

Zefeng Cai, Linlin Wang, Gerard de Melo, Fei Sun, Liang He

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Knowledge Graphs

Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, Sabrina Kirrane, José Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan Sequeda, Steffen Staab, Antoine Zimmermann

Synthesis Lectures on Data, Semantics, and Knowledge, Morgan & Claypool Publishers, ISBN: 978-3-031-01918-0, 2021

Semantics-aware typographical choices via affective associations.

Tugba Kulahcioglu, Gerard de Melo

Lang. Resour. Evaluation, 2021

Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?

Sedigheh Eslami, Gerard de Melo, Christoph Meinel

CoRR, 2021

NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation.

Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein, Jinho D. Choi, Eduard H. Hovy, Ondrej Dusek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Tanya Goyal, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, Kalpesh Krishna, Ashutosh Kumar, Stefan Langer, Seungjae Ryan Lee, Corey James Levinson, Hualou Liang, Kaizhao Liang, Zhexiong Liu, Andrey Lukyanenko, Vukosi Marivate, Gerard de Melo, Simon Meoni, Maxime Meyer, Afnan Mir, Nafise Sadat Moosavi, Niklas Muennighoff, Timothy Sum Hon Mun, Kenton Murray, Marcin Namysl, Maria Obedkova, Priti Oli, Nivranshu Pasricha, Jan Pfister, Richard Plant, Vinay Prabhu, Vasile Pais, Libo Qin, Shahab Raji, Pawan Kumar Rajpoot, Vikas Raunak, Roy Rinberg, Nicholas Roberts, Juan Diego Rodriguez, Claude Roux, Paulo Henrique Santos Vasconcellos, Ananya B. Sai, Robin M. Schmidt, Thomas Scialom, Tshephisho Sefara, Saqib Shamsi, Xudong Shen, Yiwen Shi, Haoyue Shi, Anna Shvets, Nick Siegel, Damien Sileo, Jamie Simon, Chandan Singh, Roman Sitelew, Priyank Soni, Taylor Sorensen, William Soto, Aman Srivastava, K. V. Aditya Srivatsa, Tony Sun, Mukund Varma T., A. Tabassum, Fiona Anting Tan, Ryan Teehan, Mo Tiwari, Marie Tolkiehn, Athena Wang, Zijian Wang, Zijie J. Wang, Gloria Wang, Fuxuan Wei, Bryan Wilie, Genta Indra Winata, Xinyi Wu, Witold Wydmanski, Tianbao Xie, Usama Yaseen, Michael A. Yee, Jing Zhang, Yue Zhang

CoRR, 2021

Should You Take Investment Advice From WallStreetBets? A Data-Driven Approach.

Tolga Buz, Gerard de Melo

CoRR, 2021

Context-Aware Interaction Network for Question Matching.

Zhe Hu, Zuohui Fu, Yu Yin, Gerard de Melo, Cheng Peng

CoRR, 2021

HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation.

Zuohui Fu, Yikun Xian, Yaxin Zhu, Shuyuan Xu, Zelong Li, Gerard de Melo, Yongfeng Zhang

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

How Can I Help You? Knowledge Graphs for Explainable Recommendation (Abstract).

Gerard de Melo

Proceedings of the Joint Workshop Proceedings of the 3rd Edition of Knowledge-aware and Conversational Recommender Systems (KaRS) and the 5th Edition of Recommendation in Complex Environments (ComplexRec) co-located with 15th ACM Conference on Recommender Systems (RecSys 2021), 2021

Personality Predictive Lexical Cues and Their Correlations.

Xiaoli He, Gerard de Melo

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Faithfully Explainable Recommendation via Neural Logic Reasoning.

Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo, Yongfeng Zhang

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Dense Contrastive Visual-Linguistic Pretraining.

Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

EXACTA: Explainable Column Annotation.

Yikun Xian, Handong Zhao, Tak Yeon Lee, Sungchul Kim, Ryan A. Rossi, Zuohui Fu, Gerard de Melo, S. Muthukrishnan

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Guilt by Association: Emotion Intensities in Lexical Representations.

Shahab Raji, Gerard de Melo

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Context-Aware Interaction Network for Question Matching.

Zhe Hu, Zuohui Fu, Yu Yin, Gerard de Melo

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

TeamS at VQA-Med 2021: BBN-Orchestra for Long-tailed Medical Visual Question Answering.

Sedigheh Eslami, Gerard de Melo, Christoph Meinel

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Popcorn: Human-in-the-loop Popularity Debiasing in Conversational Recommender Systems.

Zuohui Fu, Yikun Xian, Shijie Geng, Gerard de Melo, Yongfeng Zhang

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Assessing Emoji Use in Modern Text Processing Tools.

Abu Awal Md Shoeb, Gerard de Melo

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling.

Xiang Hu, Haitao Mi, Zujie Wen, Yafang Wang, Yi Su, Jing Zheng, Gerard de Melo

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Data Augmentation with Adversarial Training for Cross-Lingual NLI.

Xin Dong, Yaxin Zhu, Zuohui Fu, Dongkuan Xu, Gerard de Melo

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Fast and Effective Biomedical Entity Linking Using a Dual Encoder.

Rajarshi Bhowmik, Karl Stratos, Gerard de Melo

Proceedings of the 12th International Workshop on Health Text Mining and Information Analysis, 2021

TIME: Text and Image Mutual-Translation Adversarial Networks.

Bingchen Liu, Kunpeng Song, Yizhe Zhu, Gerard de Melo, Ahmed Elgammal

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Multi-document semantic relation extraction for news analytics.

Yongpan Sheng, Zenglin Xu, Yafang Wang, Gerard de Melo

World Wide Web, 2020

Affect-Aware Word Clouds.

Tugba Kulahcioglu, Gerard de Melo

ACM Trans. Interact. Intell. Syst., 2020

Hydroinformatics and the web: analytics and dissemination of hydrology data for climate change and sustainability.

Drashti Pathak, Aparna S. Varde, Gerard de Melo, Clement Alo

SIGWEB Newsl., 2020

Employing Shadows for Multi-Person Tracking Based on a Single RGB-D Camera.

Wei Gai, Meng Qi, Mingcong Ma, Lu Wang, Chenglei Yang, Juan Liu, Yulong Bian, Gerard de Melo, Shijun Liu, Xiangxu Meng

Sensors, 2020

GitEvolve: Predicting the Evolution of GitHub Repositories.

Honglu Zhou, Hareesh Ravi, Carlos Manuel Muñiz, Vahid Azizi, Linda Ness, Gerard de Melo, Mubbasir Kapadia

CoRR, 2020

COOKIE: A Dataset for Conversational Recommendation over Knowledge Graphs in E-commerce.

Zuohui Fu, Yikun Xian, Yaxin Zhu, Yongfeng Zhang, Gerard de Melo

CoRR, 2020

Contrastive Visual-Linguistic Pretraining.

Lei Shi, Kai Shuang, Shijie Geng, Peng Su, Zhengkai Jiang, Peng Gao, Zuohui Fu, Gerard de Melo, Sen Su

CoRR, 2020

Character Matters: Video Story Understanding with Character-Aware Relations.

Shijie Geng, Ji Zhang, Zuohui Fu, Peng Gao, Hang Zhang, Gerard de Melo

CoRR, 2020

Are Emojis Emotional? A Study to Understand the Association between Emojis and Emotions.

Abu Awal Md Shoeb, Gerard de Melo

CoRR, 2020

A Joint Framework for Inductive Representation Learning and Explainable Reasoning in Knowledge Graphs.

Rajarshi Bhowmik, Gerard de Melo

CoRR, 2020

Sentence Analogies: Exploring Linguistic Relationships and Regularities in Sentence Embeddings.

Xunjie Zhu, Gerard de Melo

CoRR, 2020

Knowledge Fusion via Joint Tensor and Matrix Factorization.

Zengguang Hao, Yafang Wang, Zining Liu, Gerard de Melo, Zenglin Xu

Cogn. Comput., 2020

Reinforcement Learning Over Knowledge Graphs for Explainable Dialogue Intent Mining.

Kai Yang, Xinyu Kong, Yafang Wang, Jie Zhang, Gerard de Melo

IEEE Access, 2020

What Sparks Joy: The AffectVec Emotion Database.

Shahab Raji, Gerard de Melo

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

EasyAug: An Automatic Textual Data Augmentation Platform for Classification Tasks.

Siyuan Qiu, Binxia Xu, Jie Zhang, Yafang Wang, Xiaoyu Shen, Gerard de Melo, Chong Long, Xiaolong Li

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Illustrate Your Story: Enriching Text with Images.

Sreyasi Nag Chowdhury, William Cheng, Gerard de Melo, Simon Razniewski, Gerhard Weikum

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Cross-Domain Learning for Classifying Propaganda in Online Contents.

Liqiang Wang, Xiaoyu Shen, Gerard de Melo, Gerhard Weikum

Proceedings of the 2020 Truth and Trust Online Conference (TTO 2020), 2020

Fairness-Aware Explainable Recommendation over Knowledge Graphs.

Zuohui Fu, Yikun Xian, Ruoyuan Gao, Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard de Melo

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification.

Xin Dong, Yaxin Zhu, Yupeng Zhang, Zuohui Fu, Dongkuan Xu, Sen Yang, Gerard de Melo

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Facts That Matter: Dynamic Fact Retrieval for Entity-Centric Search Queries.

Atharva Prabhat Paranjpe, Rajarshi Bhowmik, Gerard de Melo

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

Explainable Link Prediction for Emerging Entities in Knowledge Graphs.

Rajarshi Bhowmik, Gerard de Melo

Proceedings of the Semantic Web - ISWC 2020, 2020

Incorporating Pragmatic Reasoning Communication into Emergent Language.

Yipeng Kang, Tonghan Wang, Gerard de Melo

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Fonts Like This but Happier: A New Way to Discover Fonts.

Tugba Kulahcioglu, Gerard de Melo

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Correcting the Autocorrect: Context-Aware Typographical Error Correction via Training Data Augmentation.

Kshitij Shah, Gerard de Melo

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Inducing Universal Semantic Tag Vectors.

Da Huo, Gerard de Melo

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

HID: Hierarchical Multiscale Representation Learning for Information Diffusion.

Honglu Zhou, Shuyuan Xu, Zuohui Fu, Gerard de Melo, Yongfeng Zhang, Mubbasir Kapadia

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

SCALOR: Generative World Models with Scalable Object Representations.

Jindong Jiang, Sepehr Janghorbani, Gerard de Melo, Sungjin Ahn

Proceedings of the 8th International Conference on Learning Representations, 2020

EmoTag1200: Understanding the Association between Emojis and Emotions.

Abu Awal Md Shoeb, Gerard de Melo

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Sentence Analogies: Linguistic Regularities in Sentence Embeddings.

Xunjie Zhu, Gerard de Melo

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Query Distillation: BERT-based Distillation for Ensemble Ranking.

Wangshu Zhang, Junhong Liu, Zujie Wen, Yafang Wang, Gerard de Melo

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Data Augmentation for Multiclass Utterance Classification - A Systematic Study.

Binxia Xu, Siyuan Qiu, Jie Zhang, Yafang Wang, Xiaoyu Shen, Gerard de Melo

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Cross-Lingual Emotion Lexicon Induction using Representation Alignment in Low-Resource Settings.

Arun Ramachandran, Gerard de Melo

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Domain-Specific Sentiment Lexicons Induced from Labeled Documents.

S. M. Mazharul Islam, Xin Dong, Gerard de Melo

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Interactive Question Clarification in Dialogue via Reinforcement Learning.

Xiang Hu, Zujie Wen, Yafang Wang, Xiaolong Li, Gerard de Melo

Proceedings of the 28th International Conference on Computational Linguistics, 2020

CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation.

Yikun Xian, Zuohui Fu, Handong Zhao, Yingqiang Ge, Xu Chen, Qiaoying Huang, Shijie Geng, Zhou Qin, Gerard de Melo, S. Muthukrishnan, Yongfeng Zhang

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

MR Environments Constructed for a Large Indoor Physical Space.

Huan Xing, Chenglei Yang, Xiyu Bao, Sheng Li, Wei Gai, Meng Qi, Juan Liu, Yuliang Shi, Gerard de Melo, Fan Zhang, Xiangxu Meng

Proceedings of the Advances in Computer Graphics, 2020

OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization.

Bingchen Liu, Yizhe Zhu, Zuohui Fu, Gerard de Melo, Ahmed Elgammal

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Long Short-Term Sample Distillation.

Liang Jiang, Zujie Wen, Zhongping Liang, Yafang Wang, Gerard de Melo, Zhe Li, Liangzhuang Ma, Jiaxing Zhang, Xiaolong Li, Yuan Qi

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs.

Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation.

Xin Dong, Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong, Dongjin Song, Yanchi Liu, Haifeng Chen, Gerard de Melo

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Understanding archetypes of fake news via fine-grained classification.

Liqiang Wang, Yafang Wang, Gerard de Melo, Gerhard Weikum

Soc. Netw. Anal. Min., 2019

Public opinion matters: mining social media text for environmental management.

Xu Du, Matthew Kowalski, Aparna S. Varde, Gerard de Melo, Robert W. Taylor

SIGWEB Newsl., 2019

Scalable Object-Oriented Sequential Generative Models.

Jindong Jiang, Sepehr Janghorbani, Gerard de Melo, Sungjin Ahn

CoRR, 2019

Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts.

Rajarshi Bhowmik, Gerard de Melo

Proceedings of the World Wide Web Conference, 2019

Rotbav: A Toolkit for Constructing Mixed Reality Apps with Real-Time Roaming in Large Indoor Physical Spaces.

Huan Xing, Xiyu Bao, Fan Zhang, Wei Gai, Meng Qi, Juan Liu, Yuliang Shi, Gerard de Melo, Chenglei Yang, Xiangxu Meng

Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2019

Catch the Shadow: Person Tracking Under Occlusion with a Single RGB-D Camera.

Wei Gai, Meng Qi, Lu Wang, Chenglei Yang, Juan Liu, Yulong Bian, Gerard de Melo, Shijun Liu, Xiangxu Meng

Proceedings of the 2019 IEEE SmartWorld, 2019

Optimization Strategies for Real-Time Rendering of Virtual Scenes on Heterogeneous Mobile Devices.

Wei Gai, Xiyu Bao, Meng Qi, Yafang Wang, Juan Liu, Gerard de Melo, Lu Wang, Lizhen Cui, Chenglei Yang, Xiangxu Meng

Proceedings of the 2019 IEEE SmartWorld, 2019

Leveraging Blowing as a Directly Controlled Interface.

Yeqing Chen, Yulong Bian, Chenglei Yang, Xiyu Bao, Yafang Wang, Gerard de Melo, Juan Liu, Wei Gai, Lu Wang, Xiangxu Meng

Proceedings of the 2019 IEEE SmartWorld, 2019

Reinforcement Knowledge Graph Reasoning for Explainable Recommendation.

Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

EmoTag - Towards an Emotion-Based Analysis of Emojis.

Abu Awal Md Shoeb, Shahab Raji, Gerard de Melo

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

CITE: A Corpus of Image-Text Discourse Relations.

Malihe Alikhani, Sreyasi Nag Chowdhury, Gerard de Melo, Matthew Stone

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Using Multi-Sense Vector Embeddings for Reverse Dictionaries.

Michael A. Hedderich, Andrew Yates, Dietrich Klakow, Gerard de Melo

Proceedings of the 13th International Conference on Computational Semantics, 2019

Paralinguistic recommendations for affective word clouds.

Tugba Kulahcioglu, Gerard de Melo

Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

A Robust Self-Learning Framework for Cross-Lingual Text Classification.

Xin Dong, Gerard de Melo

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation.

Zhiqiang Liu, Zuohui Fu, Jie Cao, Gerard de Melo, Yik-Cheung Tam, Cheng Niu, Jie Zhou

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Video Captioning with Multi-Faceted Attention.

Xiang Long, Chuang Gan, Gerard de Melo

Trans. Assoc. Comput. Linguistics, 2018

Addressing structural and linguistic heterogeneity in the Web.

Jacobo Rouces, Gerard de Melo, Katja Hose

AI Commun., 2018

Mapping Ordinances and Tweets using Smart City Characteristics to Aid Opinion Mining.

Manish Puri, Xu Du, Aparna S. Varde, Gerard de Melo

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval.

Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Public Opinion Spamming: A Model for Content and Users on Sina Weibo.

Ziyu Guo, Liqiang Wang, Yafang Wang, Guohua Zeng, Shijun Liu, Gerard de Melo

Proceedings of the 10th ACM Conference on Web Science, 2018

Predicting Semantic Signatures of Fonts.

Gerard de Melo, Tugba Kulahcioglu

Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018

Context-Based Few-Shot Word Representation Learning.

Chenxing Li, Gerui Wang, Gerard de Melo

Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018

Visualizing Multi-document Semantics via Open Domain Information Extraction.

Yongpan Sheng, Zenglin Xu, Yafang Wang, Xiangyu Zhang, Jia Jia, Zhonghui You, Gerard de Melo

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Metaphor Suggestions based on a Semantic Metaphor Repository.

Gerard de Melo

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

FontLex: A Typographical Lexicon based on Affective Associations.

Tugba Kulahcioglu, Gerard de Melo

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Smart Governance Through Opinion Mining of Public Reactions on Ordinances.

Manish Puri, Aparna S. Varde, Xu Du, Gerard de Melo

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Social Media vs. News Media: Analyzing Real-World Events from Different Perspectives.

Liqiang Wang, Ziyu Guo, Yafang Wang, Zeyuan Cui, Shijun Liu, Gerard de Melo

Proceedings of the Database and Expert Systems Applications, 2018

Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification.

Xiang Long, Chuang Gan, Gerard de Melo, Jiajun Wu, Xiao Liu, Shilei Wen

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Five Shades of Untruth: Finer-Grained Classification of Fake News.

Liqiang Wang, Yafang Wang, Gerard de Melo, Gerhard Weikum

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Exploring Semantic Properties of Sentence Embeddings.

Xunjie Zhu, Tingfeng Li, Gerard de Melo

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

A Helping Hand: Transfer Learning for Deep Sentiment Analysis.

Xin Dong, Gerard de Melo

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Generating Fine-Grained Open Vocabulary Entity Type Descriptions.

Rajarshi Bhowmik, Gerard de Melo

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Multimodal Keyless Attention Fusion for Video Classification.

Xiang Long, Chuang Gan, Gerard de Melo, Xiao Liu, Yandong Li, Fu Li, Shilei Wen

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Cross-Lingual Propagation for Deep Sentiment Analysis.

Xin Dong, Gerard de Melo

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Link Prediction via Subgraph Embedding-Based Convex Matrix Completion.

Zhu Cao, Linlin Wang, Gerard de Melo

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Commonsense Knowledge in Machine Intelligence.

Niket Tandon, Aparna S. Varde, Gerard de Melo

SIGMOD Rec., 2017

FrameBase: Enabling integration of heterogeneous knowledge.

Jacobo Rouces, Gerard de Melo, Katja Hose

Semantic Web, 2017

RE-PACRR: A Context and Density-Aware Neural Information Retrieval Model.

Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo

CoRR, 2017

A Position-Aware Deep Model for Relevance Matching in Information Retrieval.

Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo

CoRR, 2017

HiText: Text Reading with Dynamic Salience Marking.

Qian Yang, Gerard de Melo, Yong Cheng, Sen Wang

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Enabling Participatory Design of 3D Virtual Scenes on Mobile Devices.

Xiaowen Sun, Yafang Wang, Gerard de Melo, Wei Gai, Yuliang Shi, Lu Zhao, Yulong Bian, Juan Liu, Chenglei Yang, Xiangxu Meng

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Inducing Conceptual Embedding Spaces from Wikipedia.

Gerard de Melo

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Multimodal Question Answering over Structured Data with Ambiguous Entities.

Huadong Li, Yafang Wang, Gerard de Melo, Changhe Tu, Baoquan Chen

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Position-Aware Representations for Relevance Matching in Neural Information Retrieval.

Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Link prediction by exploiting network formation games in exchangeable graphs.

Liqiang Wang, Yafang Wang, Bin Liu, Lirong He, Shijun Liu, Gerard de Melo, Zenglin Xu

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Multilingual Vector Representations of Words, Sentences, and Documents.

Gerard de Melo

Proceedings of the IJCNLP 2017, Taipei, Taiwan, November 27, 2017

Multiple-Weight Recurrent Neural Networks.

Zhu Cao, Linlin Wang, Gerard de Melo

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

PACRR: A Position-Aware Neural IR Model for Relevance Matching.

Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation.

Niket Tandon, Gerard de Melo, Gerhard Weikum

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Should Algorithms for Random SAT and Max-SAT Be Different?

Sixue Liu, Gerard de Melo

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Data Integration Beyond Alignments Between Two Sources.

Gerard de Melo

Tiny Trans. Comput. Sci., 2016

Detecting Cross-cultural Differences Using a Multilingual Topic Model.

E. Dario Gutiérrez, Ekaterina Shutova, Patricia Lichtenstein, Gerard de Melo, Luca Gilardi

Trans. Assoc. Comput. Linguistics, 2016

"Seeing is believing: the quest for multimodal knowledge" by Gerard de Melo and Niket Tandon, with Martin Vesely as coordinator.

Gerard de Melo, Niket Tandon

SIGWEB Newsl., 2016

A Probability Distribution Strategy with Efficient Clause Selection for Hard Max-SAT Formulas.

Sixue Liu, Yulong Ceng, Gerard de Melo

CoRR, 2016

Complex Schema Mapping and Linking Data: Beyond Binary Predicates.

Jacobo Rouces, Gerard de Melo, Katja Hose

Proceedings of the Workshop on Linked Data on the Web, 2016

Knowledge Graphs: Venturing Out into the Wild.

Gerard de Melo

Proceedings of the Knowledge Graphs and Language Technology, 2016

WebBrain: Joint Neural Learning of Large-Scale Commonsense Knowledge.

Jiaqiang Chen, Niket Tandon, Charles Darwis Hariman, Gerard de Melo

Proceedings of the Semantic Web - ISWC 2016, 2016

Medical Concept Embeddings via Labeled Background Corpora.

Eneldo Loza Mencía, Gerard de Melo, Jinseok Nam

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

The Open Linguistics Working Group: Developing the Linguistic Linked Open Data Cloud.

John P. McCrae, Christian Chiarcos, Francis Bond, Philipp Cimiano, Thierry Declerck, Gerard de Melo, Jorge Gracia, Sebastian Hellmann, Bettina Klimek, Steven Moran, Petya Osenova, Antonio Pareja-Lora, Jonathan Pool

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Klint: Assisting Integration of Heterogeneous Knowledge.

Jacobo Rouces, Gerard de Melo, Katja Hose

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Heuristics for Connecting Heterogeneous Knowledge via FrameBase.

Jacobo Rouces, Gerard de Melo, Katja Hose

Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

ShapeExplorer: Querying and Exploring Shapes using Visual Knowledge.

Tong Ge, Yafang Wang, Gerard de Melo, Zengguang Hao, Andrei Sharf, Baoquan Chen

Proceedings of the 19th International Conference on Extending Database Technology, 2016

ShapeLearner: Towards Shape-Based Visual Knowledge Harvesting.

Huayong Xu, Yafang Wang, Kang Feng, Gerard de Melo, Wei Wu, Andrei Sharf, Baoquan Chen

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Summary Generation for Temporal Extractions.

Yafang Wang, Zhaochun Ren, Martin Theobald, Maximilian Dylla, Gerard de Melo

Proceedings of the Database and Expert Systems Applications, 2016

Relation Classification via Multi-Level Attention CNNs.

Linlin Wang, Zhu Cao, Gerard de Melo, Zhiyuan Liu

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Visualizing and Curating Knowledge Graphs over Time and Space.

Tong Ge, Yafang Wang, Gerard de Melo, Haofeng Li, Baoquan Chen

Proceedings of ACL-2016 System Demonstrations, Berlin, Germany, August 7-12, 2016, 2016

PEAK: Pyramid Evaluation via Automated Knowledge Extraction.

Qian Yang, Rebecca J. Passonneau, Gerard de Melo

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Morphological Segmentation with Window LSTM Neural Networks.

Linlin Wang, Zhu Cao, Yu Xia, Gerard de Melo

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition.

Chuang Gan, Ming C. Lin, Yi Yang, Gerard de Melo, Alexander G. Hauptmann

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Dissertation Research Problems in Data Management and Related Areas.

Gerard de Melo, Mouna Kacimi, Aparna S. Varde

SIGMOD Rec., 2015

Lexvo.org: Language-related information for the Linguistic Linked Data cloud.

Gerard de Melo

Semantic Web, 2015

Lights, Camera, Action: Knowledge Extraction from Movie Scripts.

Niket Tandon, Gerhard Weikum, Gerard de Melo, Abir De

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Neural Word Representations from Large-Scale Commonsense Knowledge.

Jiaqiang Chen, Niket Tandon, Gerard de Melo

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Semantic Information Extraction for Improved Word Embeddings.

Jiaqiang Chen, Gerard de Melo

Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing, 2015

Wiktionary-based word embeddings.

Gerard de Melo

Proceedings of Machine Translation Summit XV: Papers, 2015

FrameBase: Representing N-Ary Relations Using Semantic Frames.

Jacobo Rouces, Gerard de Melo, Katja Hose

Proceedings of the Semantic Web. Latest Advances and New Domains, 2015

Representing Specialized Events with FrameBase.

Jacobo Rouces, Gerard de Melo, Katja Hose

Proceedings of the 4th International Workshop on Detection, 2015

Scalable Learning Technologies for Big Data Mining.

Gerard de Melo, Aparna S. Varde

Proceedings of the Database Systems for Advanced Applications, 2015

Knowlywood: Mining Activity Knowledge From Hollywood Narratives.

Niket Tandon, Gerard de Melo, Abir De, Gerhard Weikum

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Why Researchers are Managers.

Gerard de Melo

Proceedings of the 8th Workshop on Ph.D. Workshop in Information and Knowledge Management, 2015

Sentiment-Aspect Extraction based on Restricted Boltzmann Machines.

Linlin Wang, Kang Liu, Zhu Cao, Jun Zhao, Gerard de Melo

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Perceptually Grounded Selectional Preferences.

Ekaterina Shutova, Niket Tandon, Gerard de Melo

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization.

Miao Xie, Qiusong Yang, Qing Wang, Gao Cong, Gerard de Melo

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Taxonomic data integration from multilingual Wikipedia editions.

Gerard de Melo, Gerhard Weikum

Knowl. Inf. Syst., 2014

WebChild: harvesting and organizing commonsense knowledge from the web.

Niket Tandon, Gerard de Melo, Fabian M. Suchanek, Gerhard Weikum

Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

OpenWordNet-PT: A Project Report.

Alexandre Rademaker, Valeria de Paiva, Gerard de Melo, Livy Real, Maira Gatti

Proceedings of the Seventh Global Wordnet Conference, 2014

Embedding NomLex-BR nominalizations into OpenWordnet-PT.

Alexandre Rademaker, Valeria de Paiva, Gerard de Melo, Livy-Maria Real-Coelho

Proceedings of the Seventh Global Wordnet Conference, 2014

Extending a Lexicon of Portuguese Nominalizations with Data from Corpora.

Cláudia Freitas, Valeria de Paiva, Alexandre Rademaker, Gerard de Melo, Livy Real, Anne Silva

Proceedings of the Computational Processing of the Portuguese Language, 2014

NomLex-PT: A Lexicon of Portuguese Nominalizations.

Valeria de Paiva, Livy Real, Alexandre Rademaker, Gerard de Melo

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Etymological Wordnet: Tracing The History of Words.

Gerard de Melo

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Bring vs. MTRoget: Evaluating automatic thesaurus translation.

Lars Borin, Jens Allwood, Gerard de Melo

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Exploratory Information Extraction from a Historical Dictionary.

Valeria de Paiva, Dário Augusto Borges Oliveira, Suemi Higuchi, Alexandre Rademaker, Gerard de Melo

Proceedings of the 10th IEEE International Conference on e-Science, 2014

PIKM 2014: The 7th ACM Workshop for Ph.D. Students in Information and Knowledge Management.

Gerard de Melo, Mouna Kacimi, Aparna S. Varde

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Sense-Specific Implicative Commitments.

Gerard de Melo, Valeria de Paiva

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

Structured Learning for Taxonomy Induction with Belief Propagation.

Mohit Bansal, David Burkett, Gerard de Melo, Dan Klein

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Acquiring Comparative Commonsense Knowledge from the Web.

Niket Tandon, Gerard de Melo, Gerhard Weikum

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Good, Great, Excellent: Global Inference of Semantic Intensities.

Gerard de Melo, Mohit Bansal

Trans. Assoc. Comput. Linguistics, 2013

Searching the Web of Data.

Gerard de Melo, Katja Hose

Proceedings of the Advances in Information Retrieval, 2013

Not Quite the Same: Identity Constraints for the Web of Linked Data.

Gerard de Melo

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Constructing and utilizing wordnets using statistical methods.

Gerard de Melo, Gerhard Weikum

Lang. Resour. Evaluation, 2012

Source-Path-Goal: Investigating the Cross-Linguistic Potential of Frame-Semantic Text Analysis.

Oliver Culo, Gerard de Melo

it Inf. Technol., 2012

Empirical Comparisons of MASC Word Sense Annotations.

Gerard de Melo, Collin F. Baker, Nancy Ide, Rebecca J. Passonneau, Christiane Fellbaum

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Markov Chains for Robust Graph-Based Commonsense Information Extraction.

Niket Tandon, Dheeraj Rajagopal, Gerard de Melo

Proceedings of the COLING 2012, 2012

OpenWordNet-PT: An Open Brazilian Wordnet for Reasoning.

Valeria de Paiva, Alexandre Rademaker, Gerard de Melo

Proceedings of the COLING 2012, 2012

LINDA: distributed web-of-data-scale entity matching.

Christoph Böhm, Gerard de Melo, Felix Naumann, Gerhard Weikum

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

UWN: A Large Multilingual Lexical Knowledge Base.

Gerard de Melo, Gerhard Weikum

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, 2012

2011

Graph-based methods for large-scale multilingual knowledge integration.

Gerard de Melo

PhD thesis, 2011

YAGO2: exploring and querying world knowledge in time, space, context, and many languages.

Johannes Hoffart, Fabian M. Suchanek, Klaus Berberich, Edwin Lewis-Kelham, Gerard de Melo, Gerhard Weikum

Proceedings of the 20th International Conference on World Wide Web, 2011

Deriving a Web-Scale Common Sense Fact Database.

Niket Tandon, Gerard de Melo, Gerhard Weikum

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Providing Multilingual, Multimodal Answers to Lexical Database Queries.

Gerard de Melo, Gerhard Weikum

Proceedings of the International Conference on Language Resources and Evaluation, 2010

Graphenbasierte Methoden zur multilingualen Wissensintegration.

Gerard de Melo

Proceedings of the Ausgezeichnete Informatikdissertationen 2010, 2010

Progress Towards Effective Automated Reasoning with World Knowledge.

Geoff Sutcliffe, Martin Suda, Alexandra Teyssandier, Nelson Dellis, Gerard de Melo

Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

MENTA: inducing multilingual taxonomies from wikipedia.

Gerard de Melo, Gerhard Weikum

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Untangling the Cross-Lingual Link Structure of Wikipedia.

Gerard de Melo, Gerhard Weikum

Proceedings of the ACL 2010, 2010

2009

External Sources of Axioms in Automated Theorem Proving.

Martin Suda, Geoff Sutcliffe, Patrick Wischnewski, Manuel Lamotte-Schubert, Gerard de Melo

Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

Towards a universal wordnet by learning from combined evidence.

Gerard de Melo, Gerhard Weikum

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Language as a Foundation of the Semantic Web.

Gerard de Melo, Gerhard Weikum

Proceedings of the Poster and Demonstration Session at the 7th International Semantic Web Conference (ISWC2008), 2008

Mapping Roget's Thesaurus and WordNet to French.

Gerard de Melo, Gerhard Weikum

Proceedings of the International Conference on Language Resources and Evaluation, 2008

Integrating YAGO into the Suggested Upper Merged Ontology.

Gerard de Melo, Fabian M. Suchanek, Adam Pease

Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

2007

Multilingual Text Classification Using Ontologies.

Gerard de Melo, Stefan Siersdorfer

Proceedings of the Advances in Information Retrieval, 2007