Jesse Vig

Orcid: 0009-0004-4863-4165

According to our database1, Jesse Vig authored at least 29 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
On Positional Bias of Faithfulness for Long-form Summarization.
CoRR, 2024

Beyond the Chat: Executable and Verifiable Text-Editing with LLMs.
Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024

2023
XGen-7B Technical Report.
CoRR, 2023

Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning.
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.
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.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Exploring Neural Models for Query-Focused Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

iSEA: An Interactive Pipeline for Semantic Error Analysis of NLP Models.
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.
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.
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.
CoRR, 2021

Robustness Gym: Unifying the NLP Evaluation Landscape.
CoRR, 2021

Robustness Gym: Unifying the NLP Evaluation Landscape.
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.
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.
Proceedings of the 9th International Conference on Learning Representations, 2021

SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization.
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.
CoRR, 2020

Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias.
CoRR, 2020

Investigating Gender Bias in Language Models Using Causal Mediation Analysis.
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.
CoRR, 2019

Analyzing the Structure of Attention in a Transformer Language Model.
Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2019

A Multiscale Visualization of Attention in the Transformer Model.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2012
The Tag Genome: Encoding Community Knowledge to Support Novel Interaction.
ACM Trans. Interact. Intell. Syst., 2012

2011
Navigating the tag genome.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

2010
Tag expression: tagging with feeling.
Proceedings of the 23rd Annual ACM Symposium on User Interface Software and Technology, 2010

Intelligent tagging interfaces: beyond folksonomy.
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.
Proceedings of the 18th International Conference on World Wide Web, 2009

Tagsplanations: explaining recommendations using tags.
Proceedings of the 14th International Conference on Intelligent User Interfaces, 2009

Learning to recognize valuable tags.
Proceedings of the 14th International Conference on Intelligent User Interfaces, 2009


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