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Efficient Attentions for Long Document Summarization

Luyang Huang, Shuyang Cao, Nikolaus Parulian, Heng Ji, and Lu Wang
Conference Paper To appear in Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2021.

Inference Time Style Control for Summarization

Shuyang Cao and Lu Wang
Conference Paper To appear in Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), short paper, 2021.

Attention Head Masking for Inference Time Content Selection in Abstractive Summarization

Shuyang Cao and Lu Wang
Conference Paper To appear in Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), short paper, 2021.

Learning to Segment Actions from Visual and Language Instructions via Differentiable Weak Sequence Alignment

Yuhan Shen, Lu Wang, and Ehsan Elhamifar
Conference Paper To appear in Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR), oral presentation, 2021.

PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation

Xinyu Hua and Lu Wang
Conference Paper Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020.

Modeling Content Importance for Summarization with Pre-trained Language Models

Liqiang Xiao, Lu Wang, Hao He, and Yaohui Jin
Conference Paper Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), short paper, 2020.

Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward

Luyang Huang, Lingfei Wu, and Lu Wang
Conference Paper Proceedings of Annual Meeting of the Association for Computational Linguistics (ACL), 2020.

Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event

Prafulla Kumar Choubey, Aaron Lee, Ruihong Huang, and Lu Wang
Conference Paper Proceedings of Annual Meeting of the Association for Computational Linguistics (ACL), 2020.

Dynamic Online Conversation Recommendation

Xingshan Zeng, Jing Li, Lu Wang, Zhiming Mao, and Kam-Fai Wong
Conference Paper Proceedings of Annual Meeting of the Association for Computational Linguistics (ACL), 2020.

XREF: Entity Linking for Chinese News Comments with Supplementary Article Reference

Xinyu Hua, Lei Li, Lifeng Hua, and Lu Wang
Conference Paper Proceedings of Conference on Automated Knowledge Base Construction (AKBC), 2020.

Copy or Rewrite: Hybrid Summarization with Hierarchical Reinforcement Learning

Liqiang Xiao, Lu Wang, Hao He, and Yaohui Jin
Conference Paper Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2020.

DebateVis: Visualizing Political Debates for Non-Expert Users

Laura South, Michail Schwab, Nick Beauchamp, Lu Wang, John Wihbey, and Michelle A. Borkin
Conference Paper Proceedings of IEEE Visualization Conference (VIS), short paper, 2020.

An Entity-Driven Framework for Abstractive Summarization

Eva Sharma, Luyang Huang, Zhe Hu, and Lu Wang
Conference Paper Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019. [Equal contribution by the first three authors]

Sentence-Level Content Planning and Style Specification for Neural Text Generation

Xinyu Hua and Lu Wang
Conference Paper Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019.

In Plain Sight: Media Bias through the Lens of Factual Reporting

Lisa Fan, Marshall White, Eva Sharma, Ruisi Su, Prafulla Kumar Choubey, Ruihong Huang, and Lu Wang
Conference Paper Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), short paper, 2019. [Equal contribution by the first two authors]

Neural Conversation Recommendation with Online Interaction Modeling

Xingshan Zeng, Jing Li, Lu Wang, and Kam-Fai Wong
Conference Paper Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019.

Argument Generation with Retrieval, Planning, and Realization

Xinyu Hua, Zhe Hu, and Lu Wang
Conference Paper Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL), 2019.

BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization

Eva Sharma, Chen Li, and Lu Wang
Conference Paper Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL), short paper, 2019.

Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization

Hai Ye, Wenjie Li, Lu Wang
Conference Paper Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL), 2019.

Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards

Hou Pong Chan, Wang Chen, Lu Wang, and Irwin King
Conference Paper Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL), 2019.

Joint Effects of Context and User History for Predicting Online Conversation Re-entries

Xingshan Zeng, Jing Li, Lu Wang, and Kam-Fai Wong
Conference Paper Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL), 2019.

Argument Mining for Understanding Peer Reviews

Xinyu Hua, Mitko Nikolov, Nikhil Badugu, and Lu Wang
Conference Paper Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), short paper, 2019.

Robust Neural Abstractive Summarization Systems and Evaluation against Adversarial Information

Lisa Fan, Dong Yu, and Lu Wang
Workshop Paper NeurIPS Workshop on Interpretability and Robustness in Audio, Speech, and Language (IRASL), 2018.

Semi-Supervised Learning for Neural Keyphrase Generation

Hai Ye and Lu Wang
Conference Paper Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018.

Neural Argument Generation Augmented with Externally Retrieved Evidence

Xinyu Hua and Lu Wang
Conference Paper Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL), 2018.

Microblog Conversation Recommendation via Joint Modeling of Topics and Discourse

Xingshan Zeng, Jing Li, Lu Wang, Nick Beauchamp, Sarah Shugars, and Kam-Fai Wong
Conference Paper Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2018.

Joint Modeling of Content and Discourse Relations in Dialogues

Kechen Qin, Lu Wang, and Joseph Kim
Conference Paper Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL), 2017.

Understanding and Detecting Supporting Arguments of Diverse Types

Xinyu Hua and Lu Wang
Conference Paper Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL), short paper, 2017. ACL Outstanding Paper Award.

Winning on the Merits: The Joint Effects of Content and Style on Debate Outcomes

Lu Wang, Nick Beauchamp, Sarah Shugars, and Kechen Qin
Journal Paper Transactions of the Association for Computational Linguistics (TACL), 2017.

A Pilot Study of Domain Adaptation Effect for Neural Abstractive Summarization

Xinyu Hua and Lu Wang
Workshop Paper Proceedings of the EMNLP Workshop on New Frontiers in Summarization, 2017.

Weakly-Guided User Stance Prediction via Joint Modeling of Content and Social Interaction

Rui Dong, Yizhou Sun, Lu Wang, Yupeng Gu, and Yuan Zhong
Conference Paper Proceedings of International Conference on Information and Knowledge Management (CIKM), 2017.

Neural Network-Based Abstract Generation for Opinions and Arguments

Lu Wang and Wang Ling
Conference Paper Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2016.

Summarization and Sentiment Analysis for Understanding Socially-Generated Content

Lu Wang
Thesis Ph.D. Thesis, Cornell University, February 2016.

Socially-Informed Timeline Generation for Complex Events

Lu Wang, Claire Cardie, and Galen Marchetti
Conference Paper Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2015.

Query-Focused Opinion Summarization for User-Generated Content

Lu Wang, Hema Raghavan, Claire Cardie, and Vittorio Castelli
Conference Paper Proceedings of the 25th International Conference on Computational Linguistics (COLING), 2014.

A Piece of My Mind: A Sentiment Analysis Approach for Online Dispute Detection

Lu Wang and Claire Cardie
Conference Paper Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL), short paper, 2014.

Improving Agreement and Disagreement Identification in Online Discussions with A Socially-Tuned Sentiment Lexicon

Lu Wang and Claire Cardie
Workshop Paper Proceedings of the ACL Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA), 2014.

Leveraging Semantic Web Search and Browse Sessions for Multi-Turn Spoken Dialog Systems

Lu Wang, Larry Heck, and Dilek Hakkani-Tur
Conference Paper Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014. One of the Two Award Papers of Spoken Language Processing Student Travel Award. [link]

CornPittMich Sentiment Slot-Filling System at TAC 2014

Xilun Chen, Arzoo Katiyar, Xiaoan Yan, Lu Wang, Carmen Banea, Yoonjung Choi, Lingjia Deng, Claire Cardie, Rada Mihalcea, and Janyce Wiebe
Non-refereed Publication Proceedings of the TAC-KBP 2014 Workshop, 2014. Won Second Place in Sentiment Slot-Filling Track.

Cornell Expert Aided Query-focused Summarization (CEAQS): A Summarization Framework to PoliInformatics

Lu Wang, Parvaz Mahdabi, Joonsuk Park, Dinesh Puranam, Bishan Yang, and Claire Cardie
Non-refereed Publication NLP Unshared Task in PoliInformatics 2014.

A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization

Lu Wang, Hema Raghavan, Vittorio Castelli, Radu Florian, and Claire Cardie
Conference Paper Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL), 2013.

Domain-Independent Abstract Generation for Focused Meeting Summarization

Lu Wang and Claire Cardie
Conference Paper Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL), 2013.

Unsupervised Topic Modeling Approaches to Decision Summarization in Spoken Meetings

Lu Wang and Claire Cardie
Conference Paper Proceedings of the Special Interest Group on Discourse and Dialogue (SIGDIAL), 2012. Best Paper Nomination.

Focused Meeting Summarization via Unsupervised Relation Extraction

Lu Wang and Claire Cardie
Conference Paper Proceedings of the Special Interest Group on Discourse and Dialogue (SIGDIAL), 2012.

Summarizing Decisions in Spoken Meetings

Lu Wang and Claire Cardie
Workshop Paper Proceedings of the ACL Workshop on Automatic Summarization for Different Genres, Media, and Languages, 2011.