Gerard de Melo
Orcid: 0000-0002-2930-2059Affiliations:
- University of Potsdam, Germany
- Hasso Plattner Institute, Potsdam, Germany
- Rutgers, The State University of New Jersey, New Brunswick, USA (former)
- Tsinghua University (former)
According to our database1,
Gerard de Melo
authored at least 235 papers
between 2007 and 2024.
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Bibliography
2024
Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP.
CoRR, 2024
NextLevelBERT: Investigating Masked Language Modeling with Higher-Level Representations for Long Documents.
CoRR, 2024
Highly Regarded Investors? Mining Predictive Value from the Collective Intelligence of Reddit's WallStreetBets.
Proceedings of the 16th ACM Web Science Conference, 2024
Proceedings of the IEEE International Conference on Software Analysis, 2024
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.
Proceedings of the 13th Joint Conference on Lexical and Computational Semantics, 2024
Proceedings of the 6th Workshop on Research in Computational Linguistic Typology and Multilingual NLP, 2024
Generating Persona-Aware Empathetic Responses with Retrieval-Augmented Prompt Learning.
Proceedings of the IEEE International Conference on Acoustics, 2024
NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents.
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.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
Trans. Mach. Learn. Res., 2023
CoRR, 2023
IntentDial: An Intent Graph based Multi-Turn Dialogue System with Reasoning Path Visualization.
CoRR, 2023
FARSEC: A Reproducible Framework for Automatic Real-Time Vehicle Speed Estimation Using Traffic Cameras.
CoRR, 2023
FOCUS: Effective Embedding Initialization for Specializing Pretrained Multilingual Models on a Single Language.
CoRR, 2023
MultiModal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision Language Models.
CoRR, 2023
Democratization of Retail Trading: Can Reddit's WallStreetBets Outperform Investment Bank Analysts?
CoRR, 2023
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the Eighth Conference on Machine Translation, 2023
Proceedings of the 17th ACM Conference on Recommender Systems, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023
FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models.
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?
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
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.
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?
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
A Disentangled-Attention Based Framework with Persona-Aware Prompt Learning for Dialogue Generation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Masked-Piper: Masking personal identities in visual recordings while preserving multimodal information.
SoftwareX, December, 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022
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
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization.
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.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the Advances in Information Retrieval, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning.
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.
Proceedings of the 28th Americas Conference on Information Systems, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
Synthesis Lectures on Data, Semantics, and Knowledge, Morgan & Claypool Publishers, ISBN: 978-3-031-01918-0, 2021
Lang. Resour. Evaluation, 2021
Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?
CoRR, 2021
CoRR, 2021
CoRR, 2021
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
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
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
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.
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.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
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.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the 12th International Workshop on Health Text Mining and Information Analysis, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Hydroinformatics and the web: analytics and dissemination of hydrology data for climate change and sustainability.
SIGWEB Newsl., 2020
Sensors, 2020
COOKIE: A Dataset for Conversational Recommendation over Knowledge Graphs in E-commerce.
CoRR, 2020
CoRR, 2020
Are Emojis Emotional? A Study to Understand the Association between Emojis and Emotions.
CoRR, 2020
A Joint Framework for Inductive Representation Learning and Explainable Reasoning in Knowledge Graphs.
CoRR, 2020
Sentence Analogies: Exploring Linguistic Relationships and Regularities in Sentence Embeddings.
CoRR, 2020
IEEE Access, 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Proceedings of the Companion of The 2020 Web Conference 2020, 2020
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020
Proceedings of the 2020 Truth and Trust Online Conference (TTO 2020), 2020
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.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
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
Proceedings of the Semantic Web - ISWC 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
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.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Cross-Lingual Emotion Lexicon Induction using Representation Alignment in Low-Resource Settings.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Proceedings of the Advances in Computer Graphics, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Soc. Netw. Anal. Min., 2019
SIGWEB Newsl., 2019
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.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2019
Proceedings of the 2019 IEEE SmartWorld, 2019
Optimization Strategies for Real-Time Rendering of Virtual Scenes on Heterogeneous Mobile Devices.
Proceedings of the 2019 IEEE SmartWorld, 2019
Proceedings of the 2019 IEEE SmartWorld, 2019
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 13th International Conference on Computational Semantics, 2019
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
Trans. Assoc. Comput. Linguistics, 2018
Mapping Ordinances and Tweets using Smart City Characteristics to Aid Opinion Mining.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018
Proceedings of the 10th ACM Conference on Web Science, 2018
Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018
Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
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.
Proceedings of the Database and Expert Systems Applications, 2018
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
CoRR, 2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Position-Aware Representations for Relevance Matching in Neural Information Retrieval.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the IJCNLP 2017, Taipei, Taiwan, November 27, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Tiny Trans. Comput. Sci., 2016
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.
SIGWEB Newsl., 2016
A Probability Distribution Strategy with Efficient Clause Selection for Hard Max-SAT Formulas.
CoRR, 2016
Proceedings of the Workshop on Linked Data on the Web, 2016
Proceedings of the Knowledge Graphs and Language Technology, 2016
Proceedings of the Semantic Web - ISWC 2016, 2016
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.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016
Proceedings of the 19th International Conference on Extending Database Technology, 2016
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Proceedings of the Database and Expert Systems Applications, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of ACL-2016 System Demonstrations, Berlin, Germany, August 7-12, 2016, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
SIGMOD Rec., 2015
Semantic Web, 2015
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015
Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing, 2015
Proceedings of Machine Translation Summit XV: Papers, 2015
Proceedings of the Semantic Web. Latest Advances and New Domains, 2015
Proceedings of the 4th International Workshop on Detection, 2015
Proceedings of the Database Systems for Advanced Applications, 2015
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Proceedings of the 8th Workshop on Ph.D. Workshop in Information and Knowledge Management, 2015
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
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.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Knowl. Inf. Syst., 2014
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014
Proceedings of the Seventh Global Wordnet Conference, 2014
Proceedings of the Seventh Global Wordnet Conference, 2014
Proceedings of the Computational Processing of the Portuguese Language, 2014
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
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.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Trans. Assoc. Comput. Linguistics, 2013
Proceedings of the Advances in Information Retrieval, 2013
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
2012
Lang. Resour. Evaluation, 2012
Source-Path-Goal: Investigating the Cross-Linguistic Potential of Frame-Semantic Text Analysis.
it Inf. Technol., 2012
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012
Proceedings of the COLING 2012, 2012
Proceedings of the COLING 2012, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, 2012
2011
PhD thesis, 2011
YAGO2: exploring and querying world knowledge in time, space, context, and many languages.
Proceedings of the 20th International Conference on World Wide Web, 2011
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
Proceedings of the International Conference on Language Resources and Evaluation, 2010
Proceedings of the Ausgezeichnete Informatikdissertationen 2010, 2010
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Proceedings of the ACL 2010, 2010
2009
Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
2008
Proceedings of the Poster and Demonstration Session at the 7th International Semantic Web Conference (ISWC2008), 2008
Proceedings of the International Conference on Language Resources and Evaluation, 2008
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008
2007
Proceedings of the Advances in Information Retrieval, 2007