Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

See or Guess: Counterfactually Regularized Image Captioning.

[BibT_eX]

[DOI]

Qian Cao

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Evaluating Readability and Faithfulness of Concept-based Explanations.

[BibT_eX]

[DOI]

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

BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain.

[BibT_eX]

[DOI]

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

Distillation with Explanations from Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Prototypical Reward Network for Data-Efficient Model Alignment.

[BibT_eX]

[DOI]

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

Persuading across Diverse Domains: a Dataset and Persuasion Large Language Model.

[BibT_eX]

[DOI]

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

Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models.

[BibT_eX]

[DOI]

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

2023

Reinforcement Routing on Proximity Graph for Efficient Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., January, 2023

Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations.

[BibT_eX]

[DOI]

CoRR, 2023

Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Values.

[BibT_eX]

[DOI]

CoRR, 2023

Unpacking the Ethical Value Alignment in Big Models.

[BibT_eX]

[DOI]

CoRR, 2023

Evaluating General-Purpose AI with Psychometrics.

[BibT_eX]

[DOI]

Xiting Wang

Liming Jiang

José Hernández-Orallo

CoRR, 2023

From Instructions to Intrinsic Human Values - A Survey of Alignment Goals for Big Models.

[BibT_eX]

[DOI]

CoRR, 2023

MantaID: a machine learning-based tool to automate the identification of biological database IDs.

[BibT_eX]

[DOI]

Database J. Biol. Databases Curation, 2023

Towards Explainable Collaborative Filtering with Taste Clusters Learning.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

A Causality Inspired Framework for Model Interpretation.

[BibT_eX]

[DOI]

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

Semi-Offline Reinforcement Learning for Optimized Text Generation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation.

[BibT_eX]

[DOI]

Yuxi Feng

Xiaoyuan Yi

Xiting Wang

Laks V. S. Lakshmanan

Xing Xie

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Prototypical Fine-Tuning: Towards Robust Performance under Varying Data Sizes.

[BibT_eX]

[DOI]

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

2022

A Unified Understanding of Deep NLP Models for Text Classification.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2022

Machine-learning-assisted discovery of highly efficient high-entropy alloy catalysts for the oxygen reduction reaction.

[BibT_eX]

[DOI]

Patterns, 2022

Multi-level Recommendation Reasoning over Knowledge Graphs with Reinforcement Learning.

[BibT_eX]

[DOI]

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

ProFairRec: Provider Fairness-aware News Recommendation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Self-explaining deep models with logic rule reasoning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Reinforcement Subgraph Reasoning for Fake News Detection.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Personalized Chit-Chat Generation for Recommendation Using External Chat Corpora.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Clickbait Detection via Contrastive Variational Modelling of Text and Label.

[BibT_eX]

[DOI]

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

Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization.

[BibT_eX]

[DOI]

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

Aero-Engine Remaining Useful Life Prediction via Tensor Decomposition Method.

[BibT_eX]

[DOI]

Jincen Jiang

Xiting Wang

Zhongzhi Hu

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

Towards Fine-Grained Reasoning for Fake News Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Interactive Steering of Hierarchical Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

Interactive Graph Construction for Graph-Based Semi-Supervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

Learning Fair Representations for Bipartite Graph based Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Deep fusion learning facilitates anatomical therapeutic chemical recognition in drug repurposing and discovery.

[BibT_eX]

[DOI]

Briefings Bioinform., 2021

Learning Fair Representations for Recommendation: A Graph-based Perspective.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Reinforcing Pretrained Models for Generating Attractive Text Advertisements.

[BibT_eX]

[DOI]

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

Reinforced Anchor Knowledge Graph Generation for News Recommendation Reasoning.

[BibT_eX]

[DOI]

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

Learning Groupwise Explanations for Black-Box Models.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Discovering Protagonist of Sentiment with Aspect Reconstructed Capsule Network.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

PENS: A Dataset and Generic Framework for Personalized News Headline Generation.

[BibT_eX]

[DOI]

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

Fairness-aware News Recommendation with Decomposed Adversarial Learning.

[BibT_eX]

[DOI]

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

2020

Optimizing Pharmacokinetic Property Prediction Based on Integrated Datasets and a Deep Learning Approach.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2020

Leveraging Demonstrations for Reinforcement Recommendation Reasoning over Knowledge Graphs.

[BibT_eX]

[DOI]

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

Towards Explainable Conversational Recommendation.

[BibT_eX]

[DOI]

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

Distance Metric Learning with Joint Representation Diversification.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Set-Sequence-Graph: A Multi-View Approach Towards Exploiting Reviews for Recommendation.

[BibT_eX]

[DOI]

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

2019

Bridging Text Visualization and Mining: A Task-Driven Survey.

[BibT_eX]

[DOI]

Mennatallah El-Assady

Liu Jiang

Daniel A. Keim

IEEE Trans. Vis. Comput. Graph., 2019

A Neural Influence Diffusion Model for Social Recommendation.

[BibT_eX]

[DOI]

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

Neural Response Generation with Relevant Emotions for Short Text Conversation.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Co-Attentive Multi-Task Learning for Explainable Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Towards a Deep and Unified Understanding of Deep Neural Models in NLP.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

STAR: Spatio-Temporal Taxonomy-Aware Tag Recommendation for Citizen Complaints.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Explainable Recommendation through Attentive Multi-View Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Visual Diagnosis of Tree Boosting Methods.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2018

PhotoRecomposer: Interactive Photo Recomposition by Cropping.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2018

SocialGCN: An Efficient Graph Convolutional Network based Model for Social Recommendation.

[BibT_eX]

[DOI]

CoRR, 2018

A Reinforcement Learning Framework for Explainable Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

2017

Towards better analysis of machine learning models: A visual analytics perspective.

[BibT_eX]

[DOI]

Vis. Informatics, 2017

Improving Learning-from-Crowds through Expert Validation.

[BibT_eX]

[DOI]

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

2016

TopicPanorama: A Full Picture of Relevant Topics.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2016

Online Visual Analytics of Text Streams.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2016

Molecular dynamics simulations reveal the allosteric effect of F1174C resistance mutation to ceritinib in ALK-associated lung cancer.

[BibT_eX]

[DOI]

Comput. Biol. Chem., 2016

How ideas flow across multiple social groups.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE Conference on Visual Analytics Science and Technology, 2016

Tracking Idea Flows between Social Groups.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Evolutionary Bayesian Rose Trees.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

2014

TopicPanorama: A full picture of relevant topics.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014

Let It Flow: A Static Method for Exploring Dynamic Graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE Pacific Visualization Symposium, 2014

2013

Mining evolutionary multi-branch trees from text streams.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Xiting Wang

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