Jesse Vig
14 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (32) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Pioneer
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(58)
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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The Questioner
Venues
Top co-authors
Research topics
Natural Language Processing
(9)
Artificial Intelligence
(8)
Machine Learning
(8)
Core AI
(7)
Deep Learning
(6)
Generation
(6)
Application Areas
(5)
Architectures
(3)
Learning Types Β· Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Resources & Methods
(3)
Applications
(2)
Techniques
(2)
Understanding
(2)
Interdisciplinary
(1)
Keywords
text summarization
(4)
model interpretability
(3)
attention mechanism
(3)
factual consistency
(2)
language model
(2)
abstractive summarization
(2)
model analysis
(1)
dataset creation
(1)
transfer learning
(1)
question answering
(1)
sentence compression
(1)
information extraction
(1)
model robustness
(1)
weak supervision
(1)
instruction tuning
(1)
factual accuracy
(1)
deep learning
(1)
text simplification
(1)
adversarial attack
(1)
text editing
(1)
Papers
On Positional Bias of Faithfulness for Long-form Summarization
NAACL 2025
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization
ACL 2023
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning
ACL 2023
NLP+Vis: NLP Meets Visualization
EMNLP 2023
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages
ACL 2023
Exploring Neural Models for Query-Focused Summarization
NAACL 2022
Improving Factual Consistency in Summarization with Compression-Based Post-Editing
EMNLP 2022
BERTology Meets Biology: Interpreting Attention in Protein Language Models
ICLR 2021
Goodwill Hunting: Analyzing and Repurposing Off-the-Shelf Named Entity Linking Systems
NAACL 2021
Robustness Gym: Unifying the NLP Evaluation Landscape
NAACL 2021
SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization
ACL 2021
Investigating Gender Bias in Language Models Using Causal Mediation Analysis
NeurIPS 2020
A Multiscale Visualization of Attention in the Transformer Model
ACL 2019
Analyzing the Structure of Attention in a Transformer Language Model
ACL 2019