Jesse Vig

According to our database, Jesse Vig authored at least 28 papers between 2009 and 2024.

Collaborative distances:

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

2024

Beyond the Chat: Executable and Verifiable Text-Editing with LLMs.

Philippe Laban, Jesse Vig, Marti A. Hearst, Caiming Xiong, Chien-Sheng Wu

Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024

2023

XGen-7B Technical Report.

Erik Nijkamp, Tian Xie, Hiroaki Hayashi, Bo Pang, Congying Xia, Chen Xing, Jesse Vig, Semih Yavuz, Philippe Laban, Ben Krause, Senthil Purushwalkam, Tong Niu, Wojciech Kryscinski, Lidiya Murakhovs'ka, Prafulla Kumar Choubey, Alexander R. Fabbri, Ye Liu, Rui Meng, Lifu Tu, Meghana Bhat, Chien-Sheng Wu, Silvio Savarese, Yingbo Zhou, Shafiq Joty, Caiming Xiong

CoRR, 2023

Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning.

Fan Yin, Jesse Vig, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu

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

SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages.

Philippe Laban, Jesse Vig, Wojciech Kryscinski, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu

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

CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization.

Prafulla Kumar Choubey, Alexander R. Fabbri, Jesse Vig, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani

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

2022

Exploring Neural Models for Query-Focused Summarization.

Jesse Vig, Alexander R. Fabbri, Wojciech Kryscinski, Chien-Sheng Wu, Wenhao Liu

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

iSEA: An Interactive Pipeline for Semantic Error Analysis of NLP Models.

Jun Yuan, Jesse Vig, Nazneen Rajani

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

Interactive Model Cards: A Human-Centered Approach to Model Documentation.

Anamaria Crisan, Margaret Drouhard, Jesse Vig, Nazneen Rajani

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Improving Factual Consistency in Summarization with Compression-Based Post-Editing.

Alexander R. Fabbri, Prafulla Kumar Choubey, Jesse Vig, Chien-Sheng Wu, Caiming Xiong

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

2021

MoFE: Mixture of Factual Experts for Controlling Hallucinations in Abstractive Summarization.

Prafulla Kumar Choubey, Jesse Vig, Wenhao Liu, Nazneen Fatema Rajani

CoRR, 2021

Robustness Gym: Unifying the NLP Evaluation Landscape.

Karan Goel, Nazneen Fatema Rajani, Jesse Vig, Samson Tan, Jason Wu, Stephan Zheng, Caiming Xiong, Mohit Bansal, Christopher Ré

CoRR, 2021

Robustness Gym: Unifying the NLP Evaluation Landscape.

Karan Goel, Nazneen Fatema Rajani, Jesse Vig, Zachary Taschdjian, Mohit Bansal, Christopher Ré

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

Goodwill Hunting: Analyzing and Repurposing Off-the-Shelf Named Entity Linking Systems.

Karan Goel, Laurel J. Orr, Nazneen Fatema Rajani, Jesse Vig, Christopher Ré

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

BERTology Meets Biology: Interpreting Attention in Protein Language Models.

Jesse Vig, Ali Madani, Lav R. Varshney, Caiming Xiong, Richard Socher, Nazneen Fatema Rajani

Proceedings of the 9th International Conference on Learning Representations, 2021

SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization.

Jesse Vig, Wojciech Kryscinski, Karan Goel, Nazneen Rajani

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

2020

Profile Prediction: An Alignment-Based Pre-Training Task for Protein Sequence Models.

Pascal Sturmfels, Jesse Vig, Ali Madani, Nazneen Fatema Rajani

CoRR, 2020

Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias.

Jesse Vig, Sebastian Gehrmann, Yonatan Belinkov, Sharon Qian, Daniel Nevo, Yaron Singer, Stuart M. Shieber

CoRR, 2020

Investigating Gender Bias in Language Models Using Causal Mediation Analysis.

Jesse Vig, Sebastian Gehrmann, Yonatan Belinkov, Sharon Qian, Daniel Nevo, Yaron Singer, Stuart M. Shieber

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

2019

Visualizing Attention in Transformer-Based Language Representation Models.

Jesse Vig

CoRR, 2019

Analyzing the Structure of Attention in a Transformer Language Model.

Jesse Vig, Yonatan Belinkov

Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2019

A Multiscale Visualization of Attention in the Transformer Model.

Jesse Vig

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

2012

The Tag Genome: Encoding Community Knowledge to Support Novel Interaction.

Jesse Vig, Shilad Sen, John Riedl

ACM Trans. Interact. Intell. Syst., 2012

2011

Navigating the tag genome.

Jesse Vig, Shilad Sen, John Riedl

Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

2010

Tag expression: tagging with feeling.

Jesse Vig, Matthew Soukup, Shilad Sen, John Riedl

Proceedings of the 23rd Annual ACM Symposium on User Interface Software and Technology, 2010

Intelligent tagging interfaces: beyond folksonomy.

Jesse Vig

Proceedings of the Adjunct proceedings of the 23nd annual ACM symposium on User interface software and technology, 2010

2009

Tagommenders: connecting users to items through tags.

Shilad Sen, Jesse Vig, John Riedl

Proceedings of the 18th International Conference on World Wide Web, 2009

Tagsplanations: explaining recommendations using tags.

Jesse Vig, Shilad Sen, John Riedl

Proceedings of the 14th International Conference on Intelligent User Interfaces, 2009

Learning to recognize valuable tags.

Shilad Sen, Jesse Vig, John Riedl

Proceedings of the 14th International Conference on Intelligent User Interfaces, 2009