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Publication search results
found 74 matches
- 2024
- Asma Ghandeharioun, Avi Caciularu, Adam Pearce, Lucas Dixon, Mor Geva:
Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models. CoRR abs/2401.06102 (2024) - Omer Goldman, Avi Caciularu, Matan Eyal, Kris Cao, Idan Szpektor, Reut Tsarfaty:
Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance. CoRR abs/2403.06265 (2024) - 2023
- Avi Caciularu, Jacob Goldberger:
An entangled mixture of variational autoencoders approach to deep clustering. Neurocomputing 529: 182-189 (2023) - Avi Caciularu, Matthew E. Peters, Jacob Goldberger, Ido Dagan, Arman Cohan:
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering. ACL (1) 2023: 1970-1989 - Eran Hirsch, Valentina Pyatkin, Ruben Wolhandler, Avi Caciularu, Asi Shefer, Ido Dagan:
Revisiting Sentence Union Generation as a Testbed for Text Consolidation. ACL (Findings) 2023: 7038-7058 - Moshe Berchansky, Peter Izsak, Avi Caciularu, Ido Dagan, Moshe Wasserblat:
Optimizing Retrieval-augmented Reader Models via Token Elimination. EMNLP 2023: 1506-1524 - Alon Jacovi, Avi Caciularu, Omer Goldman, Yoav Goldberg:
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks. EMNLP 2023: 5075-5084 - Alon Jacovi, Avi Caciularu, Jonathan Herzig, Roee Aharoni, Bernd Bohnet, Mor Geva:
A Comprehensive Evaluation of Tool-Assisted Generation Strategies. EMNLP (Findings) 2023: 13856-13878 - Aviv Slobodkin, Avi Caciularu, Eran Hirsch, Ido Dagan:
Don't Add, don't Miss: Effective Content Preserving Generation from Pre-Selected Text Spans. EMNLP (Findings) 2023: 12784-12800 - Aviv Slobodkin, Omer Goldman, Avi Caciularu, Ido Dagan, Shauli Ravfogel:
The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models. EMNLP 2023: 3607-3625 - Tal Kiani, Avi Caciularu, Shani Zev, Dan Thomas Major, Jacob Goldberger:
Utilizing Perturbation of Atoms' Positions for Equivariant Pre-Training in 3D Molecular Analysis. MLSP 2023: 1-6 - Alon Jacovi, Avi Caciularu, Omer Goldman, Yoav Goldberg:
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks. CoRR abs/2305.10160 (2023) - Avi Caciularu, Matthew E. Peters, Jacob Goldberger, Ido Dagan, Arman Cohan:
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering. CoRR abs/2305.15387 (2023) - Eran Hirsch, Valentina Pyatkin, Ruben Wolhandler, Avi Caciularu, Asi Shefer, Ido Dagan:
Revisiting Sentence Union Generation as a Testbed for Text Consolidation. CoRR abs/2305.15605 (2023) - Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein:
Representation Learning via Variational Bayesian Networks. CoRR abs/2306.16326 (2023) - Aviv Slobodkin, Avi Caciularu, Eran Hirsch, Ido Dagan:
Dont Add, dont Miss: Effective Content Preserving Generation from Pre-Selected Text Spans. CoRR abs/2310.09017 (2023) - Alon Jacovi, Avi Caciularu, Jonathan Herzig, Roee Aharoni, Bernd Bohnet, Mor Geva:
A Comprehensive Evaluation of Tool-Assisted Generation Strategies. CoRR abs/2310.10062 (2023) - Aviv Slobodkin, Omer Goldman, Avi Caciularu, Ido Dagan, Shauli Ravfogel:
The Curious Case of Hallucinatory Unanswerablity: Finding Truths in the Hidden States of Over-Confident Large Language Models. CoRR abs/2310.11877 (2023) - Moshe Berchansky, Peter Izsak, Avi Caciularu, Ido Dagan, Moshe Wasserblat:
Optimizing Retrieval-augmented Reader Models via Token Elimination. CoRR abs/2310.13682 (2023) - 2022
- Alon Eirew, Avi Caciularu, Ido Dagan:
Cross-document Event Coreference Search: Task, Dataset and Modeling. EMNLP 2022: 900-913 - Mor Geva, Avi Caciularu, Guy Dar, Paul Roit, Shoval Sadde, Micah Shlain, Bar Tamir, Yoav Goldberg:
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models. EMNLP (Demos) 2022: 12-21 - Mor Geva, Avi Caciularu, Kevin Ro Wang, Yoav Goldberg:
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space. EMNLP 2022: 30-45 - Ayal Klein, Eran Hirsch, Ron Eliav, Valentina Pyatkin, Avi Caciularu, Ido Dagan:
QASem Parsing: Text-to-text Modeling of QA-based Semantics. EMNLP 2022: 7742-7756 - Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Yoni Weill, Noam Koenigstein:
Metricbert: Text Representation Learning Via Self-Supervised Triplet Training. ICASSP 2022: 1-5 - Avi Caciularu, Ido Dagan, Jacob Goldberger, Arman Cohan:
Long Context Question Answering via Supervised Contrastive Learning. NAACL-HLT 2022: 2872-2879 - Ori Ernst, Avi Caciularu, Ori Shapira, Ramakanth Pasunuru, Mohit Bansal, Jacob Goldberger, Ido Dagan:
Proposition-Level Clustering for Multi-Document Summarization. NAACL-HLT 2022: 1765-1779 - Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Jonathan Weill, Noam Koenigstein:
Interpreting BERT-based Text Similarity via Activation and Saliency Maps. WWW 2022: 3259-3268 - Mor Geva, Avi Caciularu, Kevin Ro Wang, Yoav Goldberg:
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space. CoRR abs/2203.14680 (2022) - Oren Barkan, Edan Hauon, Avi Caciularu, Ori Katz, Itzik Malkiel, Omri Armstrong, Noam Koenigstein:
Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps. CoRR abs/2204.11073 (2022) - Mor Geva, Avi Caciularu, Guy Dar, Paul Roit, Shoval Sadde, Micah Shlain, Bar Tamir, Yoav Goldberg:
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models. CoRR abs/2204.12130 (2022)
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