Jesse Vig
- Analyzing the Structure of Attention in a Transformer Language Model
2019/06/07 by Jesse Vig, Yonatan Belinkov, Vig, Jesse +1 · 1 voice · 31 citations
Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CL #cs.LG #stat.ML
- Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias
2020/04/26 by Jesse Vig, Vig, Jesse, Sebastian Gehrmann +10 · 29 citations
Computer Science · #68T50 #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.7 #Topic Modeling
- BERTology Meets Biology: Interpreting Attention in Protein Language\n Models
2020/06/26 by Jesse Vig, Ali Madani, Vig, Jesse +9 · 15 citations
Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Protein Structure and Dynamics
- Beyond the Chat: Executable and Verifiable Text-Editing with LLMs
2023/09/27 by Philippe Laban, Jesse Vig, Laban, Philippe +7 · 12 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Text Readability and Simplification #Topic Modeling #Wikis in Education and Collaboration
- Exploring Neural Models for Query-Focused Summarization
2021/12/14 by Jesse Vig, Alexander R. Fabbri, Vig, Jesse +7 · 3 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning
2023/06/01 by Fan Yin, Jesse Vig, Yin, Fan +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for\n Text Summarization
2021/04/15 by Jesse Vig, Wojciech Kryściński, Vig, Jesse +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Data Visualization and Analytics #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages
2023/05/30 by Philippe Laban, Laban, Philippe, Jesse Vig +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification