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2020 – today
- 2024
[c37]Omer Goldman, Avi Caciularu, Matan Eyal, Kris Cao, Idan Szpektor, Reut Tsarfaty:
Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance. ACL (Findings) 2024: 2274-2286- [c36]Asma Ghandeharioun, Avi Caciularu, Adam Pearce, Lucas Dixon, Mor Geva:
Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models. ICML 2024 - [i42]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) - [i41]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) - [i40]Avi Caciularu, Alon Jacovi, Eyal Ben-David, Sasha Goldshtein, Tal Schuster, Jonathan Herzig, Gal Elidan, Amir Globerson:
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools. CoRR abs/2406.03618 (2024) - [i39]Arie Cattan, Alon Jacovi, Alex Fabrikant, Jonathan Herzig, Roee Aharoni, Hannah Rashkin, Dror Marcus, Avinatan Hassidim, Yossi Matias, Idan Szpektor, Avi Caciularu:
Can Few-shot Work in Long-Context? Recycling the Context to Generate Demonstrations. CoRR abs/2406.13632 (2024) - [i38]Omri Berkovitch, Sapir Caduri, Noam Kahlon, Anatoly Efros, Avi Caciularu, Ido Dagan:
Identifying User Goals from UI Trajectories. CoRR abs/2406.14314 (2024) - [i37]Gili Lior, Avi Caciularu, Arie Cattan, Shahar Levy, Ori Shapira, Gabriel Stanovsky:
SEAM: A Stochastic Benchmark for Multi-Document Tasks. CoRR abs/2406.16086 (2024) - [i36]Irina Jurenka, Markus Kunesch, Kevin R. McKee, Daniel Gillick, Shaojian Zhu, Sara Wiltberger, Shubham Milind Phal, Katherine L. Hermann, Daniel Kasenberg, Avishkar Bhoopchand, Ankit Anand, Miruna Pîslar, Stephanie Chan, Lisa Wang, Jennifer She, Parsa Mahmoudieh, Aliya Rysbek, Wei-Jen Ko, Andrea Huber, Brett Wiltshire, Gal Elidan, Roni Rabin, Jasmin Rubinovitz, Amit Pitaru, Mac McAllister, Julia Wilkowski, David Choi, Roee Engelberg, Lidan Hackmon, Adva Levin, Rachel Griffin, Michael Sears, Filip Bar, Mia Mesar, Mana Jabbour, Arslan Chaudhry, James Cohan, Sridhar Thiagarajan, Nir Levine, Ben Brown, Dilan Görür, Svetlana Grant, Rachel Hashimshoni, Laura Weidinger, Jieru Hu, Dawn Chen, Kuba Dolecki, Canfer Akbulut, Maxwell L. Bileschi, Laura Culp, Wen-Xin Dong, Nahema Marchal, Kelsie Van Deman, Hema Bajaj Misra, Michael Duah, Moran Ambar, Avi Caciularu, Sandra Lefdal, Christopher Summerfield, James An, Pierre-Alexandre Kamienny, Abhinit Mohdi, Theofilos Strinopoulous, Annie Hale, Wayne Anderson, Luis C. Cobo, Niv Efron, Muktha Ananda, Shakir Mohamed, Maureen Heymans, Zoubin Ghahramani, Yossi Matias, Ben Gomes, Lila Ibrahim:
Towards Responsible Development of Generative AI for Education: An Evaluation-Driven Approach. CoRR abs/2407.12687 (2024) - [i35]Alon Jacovi, Moran Ambar, Eyal Ben-David, Uri Shaham, Amir Feder, Mor Geva, Dror Marcus, Avi Caciularu:
CoverBench: A Challenging Benchmark for Complex Claim Verification. CoRR abs/2408.03325 (2024) - 2023
- [j3]Avi Caciularu, Jacob Goldberger:
An entangled mixture of variational autoencoders approach to deep clustering. Neurocomputing 529: 182-189 (2023) - [c35]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 - [c34]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 - [c33]Moshe Berchansky, Peter Izsak, Avi Caciularu, Ido Dagan, Moshe Wasserblat:
Optimizing Retrieval-augmented Reader Models via Token Elimination. EMNLP 2023: 1506-1524 - [c32]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 - [c31]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 - [c30]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 - [c29]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 - [c28]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 - [i34]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) - [i33]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) - [i32]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) - [i31]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) - [i30]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) - [i29]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) - [i28]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) - [i27]Moshe Berchansky, Peter Izsak, Avi Caciularu, Ido Dagan, Moshe Wasserblat:
Optimizing Retrieval-augmented Reader Models via Token Elimination. CoRR abs/2310.13682 (2023) - 2022
- [c27]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 - [c26]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 - [c25]Alon Eirew, Avi Caciularu, Ido Dagan:
Cross-document Event Coreference Search: Task, Dataset and Modeling. EMNLP 2022: 900-913 - [c24]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 - [c23]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 - [c22]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 - [c21]Avi Caciularu, Ido Dagan, Jacob Goldberger, Arman Cohan:
Long Context Question Answering via Supervised Contrastive Learning. NAACL-HLT 2022: 2872-2879 - [c20]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 - [i26]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) - [i25]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) - [i24]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) - [i23]Ayal Klein, Eran Hirsch, Ron Eliav, Valentina Pyatkin, Avi Caciularu, Ido Dagan:
QASem Parsing: Text-to-text Modeling of QA-based Semantics. CoRR abs/2205.11413 (2022) - [i22]Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Yoni Weill, Noam Koenigstein:
MetricBERT: Text Representation Learning via Self-Supervised Triplet Training. CoRR abs/2208.06610 (2022) - [i21]Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Jonathan Weill, Noam Koenigstein:
Interpreting BERT-based Text Similarity via Activation and Saliency Maps. CoRR abs/2208.06612 (2022) - [i20]Alon Eirew, Avi Caciularu, Ido Dagan:
Cross-document Event Coreference Search: Task, Dataset and Modeling. CoRR abs/2210.12654 (2022) - 2021
- [j2]Avi Caciularu, Nir Raviv, Tomer Raviv, Jacob Goldberger, Yair Be'ery:
perm2vec: Attentive Graph Permutation Selection for Decoding of Error Correction Codes. IEEE J. Sel. Areas Commun. 39(1): 79-88 (2021) - [c19]Dvir Ginzburg, Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Koenigstein:
Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference. ACL/IJCNLP (Findings) 2021: 3088-3098 - [c18]Oren Barkan, Omri Armstrong, Amir Hertz, Avi Caciularu, Ori Katz, Itzik Malkiel, Noam Koenigstein:
GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps. CIKM 2021: 68-77 - [c17]Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein:
Representation Learning via Variational Bayesian Networks. CIKM 2021: 78-88 - [c16]Oren Barkan, Roy Hirsch, Ori Katz, Avi Caciularu, Noam Koenigstein:
Anchor-based Collaborative Filtering. CIKM 2021: 2877-2881 - [c15]Oren Barkan, Edan Hauon, Avi Caciularu, Ori Katz, Itzik Malkiel, Omri Armstrong, Noam Koenigstein:
Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps. CIKM 2021: 2882-2887 - [c14]Eran Hirsch, Alon Eirew, Ori Shapira, Avi Caciularu, Arie Cattan, Ori Ernst, Ramakanth Pasunuru, Hadar Ronen, Mohit Bansal, Ido Dagan:
iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration. EMNLP (Demos) 2021: 283-297 - [c13]Avi Caciularu, Arman Cohan, Iz Beltagy, Matthew E. Peters, Arie Cattan, Ido Dagan:
CDLM: Cross-Document Language Modeling. EMNLP (Findings) 2021: 2648-2662 - [c12]Oren Barkan, Roy Hirsch, Ori Katz, Avi Caciularu, Yoni Weill, Noam Koenigstein:
Cold Start Revisited: A Deep Hybrid Recommender with Cold-Warm Item Harmonization. ICASSP 2021: 3260-3264 - [c11]Oren Barkan, Roy Hirsch, Ori Katz, Avi Caciularu, Jonathan Weill, Noam Koenigstein:
Cold Item Integration in Deep Hybrid Recommenders via Tunable Stochastic Gates. ICDM 2021: 994-999 - [c10]Avi Caciularu, Ido Dagan, Jacob Goldberger:
Denoising Word Embeddings by Averaging in a Shared Space. *SEM 2021: 294-301 - [i19]Avi Caciularu, Arman Cohan, Iz Beltagy, Matthew E. Peters, Arie Cattan, Ido Dagan:
Cross-Document Language Modeling. CoRR abs/2101.00406 (2021) - [i18]Idan Rejwan, Avi Caciularu:
On the Evolution of Word Order. CoRR abs/2101.09579 (2021) - [i17]Dvir Ginzburg, Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Koenigstein:
Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference. CoRR abs/2106.01186 (2021) - [i16]Avi Caciularu, Ido Dagan, Jacob Goldberger:
Denoising Word Embeddings by Averaging in a Shared Space. CoRR abs/2106.02954 (2021) - [i15]Oren Barkan, Omri Armstrong, Amir Hertz, Avi Caciularu, Ori Katz, Itzik Malkiel, Noam Koenigstein:
GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps. CoRR abs/2109.00951 (2021) - [i14]Eran Hirsch, Alon Eirew, Ori Shapira, Avi Caciularu, Arie Cattan, Ori Ernst, Ramakanth Pasunuru, Hadar Ronen, Mohit Bansal, Ido Dagan:
iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration. CoRR abs/2109.11621 (2021) - [i13]Oren Barkan, Roy Hirsch, Ori Katz, Avi Caciularu, Jonathan Weill, Noam Koenigstein:
Cold Item Integration in Deep Hybrid Recommenders via Tunable Stochastic Gates. CoRR abs/2112.07615 (2021) - [i12]Ori Ernst, Avi Caciularu, Ori Shapira, Ramakanth Pasunuru, Mohit Bansal, Jacob Goldberger, Ido Dagan:
A Proposition-Level Clustering Approach for Multi-Document Summarization. CoRR abs/2112.08770 (2021) - [i11]Avi Caciularu, Ido Dagan, Jacob Goldberger, Arman Cohan:
Utilizing Evidence Spans via Sequence-Level Contrastive Learning for Long-Context Question Answering. CoRR abs/2112.08777 (2021) - 2020
- [j1]Avi Caciularu, David Burshtein:
Unsupervised Linear and Nonlinear Channel Equalization and Decoding Using Variational Autoencoders. IEEE Trans. Cogn. Commun. Netw. 6(3): 1003-1018 (2020) - [c9]Oren Barkan, Noam Razin, Itzik Malkiel, Ori Katz, Avi Caciularu, Noam Koenigstein:
Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding. AAAI 2020: 3235-3242 - [c8]Oren Barkan, Idan Rejwan, Avi Caciularu, Noam Koenigstein:
Bayesian Hierarchical Words Representation Learning. ACL 2020: 3871-3877 - [c7]Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Razin, Ori Katz, Noam Koenigstein:
Optimizing BERT for Unlabeled Text-Based Items Similarity. EMNLP (Findings) 2020: 1704-1714 - [c6]Oren Barkan, Avi Caciularu, Ido Dagan:
Within-Between Lexical Relation Classification. EMNLP (1) 2020: 3521-3527 - [c5]Yehudit Meged, Avi Caciularu, Vered Shwartz, Ido Dagan:
Paraphrasing vs Coreferring: Two Sides of the Same Coin. EMNLP (Findings) 2020: 4897-4907 - [c4]Oren Barkan, Avi Caciularu, Ori Katz, Noam Koenigstein:
Attentive Item2vec: Neural Attentive User Representations. ICASSP 2020: 3377-3381 - [c3]Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein:
Cold Item Recommendations via Hierarchical Item2vec. ICDM 2020: 912-917 - [c2]Oren Barkan, Yonatan Fuchs, Avi Caciularu, Noam Koenigstein:
Explainable Recommendations via Attentive Multi-Persona Collaborative Filtering. RecSys 2020: 468-473 - [i10]Nir Raviv, Avi Caciularu, Tomer Raviv, Jacob Goldberger, Yair Be'ery:
perm2vec: Graph Permutation Selection for Decoding of Error Correction Codes using Self-Attention. CoRR abs/2002.02315 (2020) - [i9]Oren Barkan, Avi Caciularu, Ori Katz, Noam Koenigstein:
Attentive Item2Vec: Neural Attentive User Representations. CoRR abs/2002.06205 (2020) - [i8]Oren Barkan, Idan Rejwan, Avi Caciularu, Noam Koenigstein:
Bayesian Hierarchical Words Representation Learning. CoRR abs/2004.07126 (2020) - [i7]Yehudit Meged, Avi Caciularu, Vered Shwartz, Ido Dagan:
Paraphrasing vs Coreferring: Two Sides of the Same Coin. CoRR abs/2004.14979 (2020) - [i6]Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Razin, Ori Katz, Noam Koenigstein:
RecoBERT: A Catalog Language Model for Text-Based Recommendations. CoRR abs/2009.13292 (2020) - [i5]Oren Barkan, Yonatan Fuchs, Avi Caciularu, Noam Koenigstein:
Explainable Recommendations via Attentive Multi-Persona Collaborative Filtering. CoRR abs/2010.07042 (2020)
2010 – 2019
- 2019
- [i4]Avi Caciularu, David Burshtein:
Unsupervised Linear and Nonlinear Channel Equalization and Decoding using Variational Autoencoders. CoRR abs/1905.08795 (2019) - [i3]Oren Barkan, Noam Razin, Itzik Malkiel, Ori Katz, Avi Caciularu, Noam Koenigstein:
Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding. CoRR abs/1908.05161 (2019) - 2018
- [c1]Avi Caciularu, David Burshtein:
Blind Channel Equalization Using Variational Autoencoders. ICC Workshops 2018: 1-6 - [i2]Avi Caciularu, David Burshtein:
Blind Channel Equalization using Variational Autoencoders. CoRR abs/1803.01526 (2018) - 2017
- [i1]Mor Cohen, Avi Caciularu, Idan Rejwan, Jonathan Berant:
Inducing Regular Grammars Using Recurrent Neural Networks. CoRR abs/1710.10453 (2017)
Coauthor Index
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last updated on 2024-10-07 21:20 CEST by the dblp team
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