Jesse Vig

42 papers A* 6A 4Journal 19Unranked 13
YearRankTypeTitle / Venue / Authors
2025 — conf
On Positional Bias of Faithfulness for Long-form Summarization.
NAACL (Long Papers)
David Wan, Jesse Vig, Mohit Bansal, Shafiq Joty
2024 A* conf
Beyond the Chat: Executable and Verifiable Text-Editing with LLMs.
UIST
Philippe Laban, Jesse Vig, Marti A. Hearst, Caiming Xiong, Chien-Sheng Wu
2024 J jnl
On Positional Bias of Faithfulness for Long-form Summarization.
CoRR
David Wan, Jesse Vig, Mohit Bansal, Shafiq Joty
2023 J jnl
Beyond the Chat: Executable and Verifiable Text-Editing with LLMs.
CoRR
Philippe Laban, Jesse Vig, Marti A. Hearst, Caiming Xiong, Chien-Sheng Wu
2023 — conf
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization.
ACL (Findings)
Prafulla Kumar Choubey, Alexander R. Fabbri, Jesse Vig, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani
2023 — conf
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning.
ACL (1)
Fan Yin, Jesse Vig, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2023 J jnl
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning.
CoRR
Fan Yin, Jesse Vig, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Jason Wu
2023 — conf
NLP+Vis: NLP Meets Visualization.
EMNLP (Tutorial Abstracts)
Shafiq Joty, Enamul Hoque, Jesse Vig
2023 — conf
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages.
ACL (1)
Philippe Laban, Jesse Vig, Wojciech Kryscinski, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2023 J jnl
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages.
CoRR
Philippe Laban, Jesse Vig, Wojciech Kryscinski, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2023 J jnl
XGen-7B Technical Report.
CoRR
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
2022 — conf
Exploring Neural Models for Query-Focused Summarization.
NAACL-HLT (Findings)
Jesse Vig, Alexander R. Fabbri, Wojciech Kryscinski, Chien-Sheng Wu, Wenhao Liu
2022 A* conf
Improving Factual Consistency in Summarization with Compression-Based Post-Editing.
EMNLP
Alexander R. Fabbri, Prafulla Kumar Choubey, Jesse Vig, Chien-Sheng Wu, Caiming Xiong
2022 J jnl
Improving Factual Consistency in Summarization with Compression-Based Post-Editing.
CoRR
Alexander R. Fabbri, Prafulla Kumar Choubey, Jesse Vig, Chien-Sheng Wu, Caiming Xiong
2022 — conf
Interactive Model Cards: A Human-Centered Approach to Model Documentation.
FAccT
Anamaria Crisan, Margaret Drouhard, Jesse Vig, Nazneen Rajani
2022 J jnl
Interactive Model Cards: A Human-Centered Approach to Model Documentation.
CoRR
Anamaria Crisan, Margaret Drouhard, Jesse Vig, Nazneen Rajani
2022 A conf
iSEA: An Interactive Pipeline for Semantic Error Analysis of NLP Models.
IUI
Jun Yuan, Jesse Vig, Nazneen Rajani
2022 J jnl
iSEA: An Interactive Pipeline for Semantic Error Analysis of NLP Models.
CoRR
Jun Yuan, Jesse Vig, Nazneen Rajani
2021 A* conf
BERTology Meets Biology: Interpreting Attention in Protein Language Models.
ICLR
Jesse Vig, Ali Madani, Lav R. Varshney, Caiming Xiong, Richard Socher, Nazneen Fatema Rajani
2021 J jnl
Exploring Neural Models for Query-Focused Summarization.
CoRR
Jesse Vig, Alexander R. Fabbri, Wojciech Kryscinski, Chien-Sheng Wu, Wenhao Liu
2021 — conf
Goodwill Hunting: Analyzing and Repurposing Off-the-Shelf Named Entity Linking Systems.
NAACL-HLT (Industry Papers)
Karan Goel, Laurel J. Orr, Nazneen Fatema Rajani, Jesse Vig, Christopher Ré
2021 J jnl
MoFE: Mixture of Factual Experts for Controlling Hallucinations in Abstractive Summarization.
CoRR
Prafulla Kumar Choubey, Jesse Vig, Wenhao Liu, Nazneen Fatema Rajani
2021 — conf
Robustness Gym: Unifying the NLP Evaluation Landscape.
NAACL-HLT (Demonstrations)
Karan Goel, Nazneen Fatema Rajani, Jesse Vig, Zachary Taschdjian, Mohit Bansal, Christopher Ré
2021 J jnl
Robustness Gym: Unifying the NLP Evaluation Landscape.
CoRR
Karan Goel, Nazneen Fatema Rajani, Jesse Vig, Samson Tan, Jason Wu, Stephan Zheng, Caiming Xiong, Mohit Bansal, Christopher Ré
2021 — conf
SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization.
ACL (demo)
Jesse Vig, Wojciech Kryscinski, Karan Goel, Nazneen Rajani
2021 J jnl
SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization.
CoRR
Jesse Vig, Wojciech Kryscinski, Karan Goel, Nazneen Fatema Rajani
2020 J jnl
BERTology Meets Biology: Interpreting Attention in Protein Language Models.
CoRR
Jesse Vig, Ali Madani, Lav R. Varshney, Caiming Xiong, Richard Socher, Nazneen Fatema Rajani
2020 J jnl
Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias.
CoRR
Jesse Vig, Sebastian Gehrmann, Yonatan Belinkov, Sharon Qian, Daniel Nevo, Yaron Singer, Stuart M. Shieber
2020 A* conf
Investigating Gender Bias in Language Models Using Causal Mediation Analysis.
NeurIPS
Jesse Vig, Sebastian Gehrmann, Yonatan Belinkov, Sharon Qian, Daniel Nevo, Yaron Singer, Stuart M. Shieber
2020 J jnl
Profile Prediction: An Alignment-Based Pre-Training Task for Protein Sequence Models.
CoRR
Pascal Sturmfels, Jesse Vig, Ali Madani, Nazneen Fatema Rajani
2019 — conf
A Multiscale Visualization of Attention in the Transformer Model.
ACL (3)
Jesse Vig
2019 J jnl
A Multiscale Visualization of Attention in the Transformer Model.
CoRR
Jesse Vig
2019 — conf
Analyzing the Structure of Attention in a Transformer Language Model.
BlackboxNLP@ACL
Jesse Vig, Yonatan Belinkov
2019 J jnl
Analyzing the Structure of Attention in a Transformer Language Model.
CoRR
Jesse Vig, Yonatan Belinkov
2019 J jnl
Visualizing Attention in Transformer-Based Language Representation Models.
CoRR
Jesse Vig
2012 J jnl
The Tag Genome: Encoding Community Knowledge to Support Novel Interaction.
ACM Trans. Interact. Intell. Syst.
Jesse Vig, Shilad Sen, John Riedl
2011 A conf
Navigating the tag genome.
IUI
Jesse Vig, Shilad Sen, John Riedl
2010 — conf
Intelligent tagging interfaces: beyond folksonomy.
UIST (Adjunct Volume)
Jesse Vig
2010 A* conf
Tag expression: tagging with feeling.
UIST
Jesse Vig, Matthew Soukup, Shilad Sen, John Riedl
2009 A conf
Learning to recognize valuable tags.
IUI
Shilad Sen, Jesse Vig, John Riedl
2009 A* conf
Tagommenders: connecting users to items through tags.
WWW
Shilad Sen, Jesse Vig, John Riedl
2009 A conf
Tagsplanations: explaining recommendations using tags.
IUI
Jesse Vig, Shilad Sen, John Riedl