Inducing Regular Grammars Using Recurrent Neural Networks. - Mor Cohen; Avi Caciularu; Idan Rejwan; Jonathan Berant (CoRR, 2017)

Blind Channel Equalization Using Variational Autoencoders. - Avi Caciularu; David Burshtein (ICC Workshops, 2018)

Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding. - Oren Barkan; Noam Razin; Itzik Malkiel; Ori Katz; Avi Caciularu; Noam Koenigstein (AAAI, 2020)

Bayesian Hierarchical Words Representation Learning. - Oren Barkan; Idan Rejwan; Avi Caciularu; Noam Koenigstein (ACL, 2020)

Within-Between Lexical Relation Classification. - Oren Barkan; Avi Caciularu; Ido Dagan (EMNLP (1), 2020)

Optimizing BERT for Unlabeled Text-Based Items Similarity. - Itzik Malkiel; Oren Barkan; Avi Caciularu; Noam Razin; Ori Katz; Noam Koenigstein (EMNLP (Findings), 2020)

Paraphrasing vs Coreferring: Two Sides of the Same Coin. - Yehudit Meged; Avi Caciularu; Vered Shwartz; Ido Dagan (EMNLP (Findings), 2020)

Attentive Item2vec: Neural Attentive User Representations. - Oren Barkan; Avi Caciularu; Ori Katz; Noam Koenigstein (ICASSP, 2020)

Cold Item Recommendations via Hierarchical Item2vec. - Oren Barkan; Avi Caciularu; Idan Rejwan; Ori Katz; Jonathan Weill; Itzik Malkiel; Noam Koenigstein (ICDM, 2020)

Explainable Recommendations via Attentive Multi-Persona Collaborative Filtering. - Oren Barkan; Yonatan Fuchs; Avi Caciularu; Noam Koenigstein (RecSys, 2020)

perm2vec: Graph Permutation Selection for Decoding of Error Correction Codes using Self-Attention. - Nir Raviv; Avi Caciularu; Tomer Raviv; Jacob Goldberger; Yair Be'ery (CoRR, 2020)

RecoBERT: A Catalog Language Model for Text-Based Recommendations. - Itzik Malkiel; Oren Barkan; Avi Caciularu; Noam Razin; Ori Katz; Noam Koenigstein (CoRR, 2020)

Unsupervised Linear and Nonlinear Channel Equalization and Decoding Using Variational Autoencoders. - Avi Caciularu; David Burshtein (IEEE Trans. Cogn. Commun. Netw., 2020)

Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference. - Dvir Ginzburg; Itzik Malkiel; Oren Barkan; Avi Caciularu; Noam Koenigstein (ACL/IJCNLP (Findings), 2021)

GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps. - Oren Barkan; Omri Armstrong; Amir Hertz; Avi Caciularu; Ori Katz; Itzik Malkiel; Noam Koenigstein (CIKM, 2021)

Representation Learning via Variational Bayesian Networks. - Oren Barkan; Avi Caciularu; Idan Rejwan; Ori Katz; Jonathan Weill; Itzik Malkiel; Noam Koenigstein (CIKM, 2021)

Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps. - Oren Barkan; Edan Hauon; Avi Caciularu; Ori Katz; Itzik Malkiel; Omri Armstrong; Noam Koenigstein (CIKM, 2021)

Anchor-based Collaborative Filtering. - Oren Barkan; Roy Hirsch; Ori Katz; Avi Caciularu; Noam Koenigstein (CIKM, 2021)

CDLM: Cross-Document Language Modeling. - Avi Caciularu; Arman Cohan; Iz Beltagy; Matthew E. Peters; Arie Cattan; Ido Dagan (EMNLP (Findings), 2021)

iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration. - Eran Hirsch; Alon Eirew; Ori Shapira; Avi Caciularu; Arie Cattan; Ori Ernst; Ramakanth Pasunuru; Hadar Ronen; Mohit Bansal; Ido Dagan (EMNLP (Demos), 2021)

Cold Start Revisited: A Deep Hybrid Recommender with Cold-Warm Item Harmonization. - Oren Barkan; Roy Hirsch; Ori Katz; Avi Caciularu; Yoni Weill; Noam Koenigstein (ICASSP, 2021)

Cold Item Integration in Deep Hybrid Recommenders via Tunable Stochastic Gates. - Oren Barkan; Roy Hirsch; Ori Katz; Avi Caciularu; Jonathan Weill; Noam Koenigstein (ICDM, 2021)

Denoising Word Embeddings by Averaging in a Shared Space. - Avi Caciularu; Ido Dagan; Jacob Goldberger (*SEM, 2021)

Cross-Document Language Modeling. - Avi Caciularu; Arman Cohan; Iz Beltagy; Matthew E. Peters; Arie Cattan; Ido Dagan (CoRR, 2021)

On the Evolution of Word Order. - Idan Rejwan; Avi Caciularu (CoRR, 2021)

A Proposition-Level Clustering Approach for Multi-Document Summarization. - Ori Ernst; Avi Caciularu; Ori Shapira; Ramakanth Pasunuru; Mohit Bansal; Jacob Goldberger; Ido Dagan (CoRR, 2021)

Utilizing Evidence Spans via Sequence-Level Contrastive Learning for Long-Context Question Answering. - Avi Caciularu; Ido Dagan; Jacob Goldberger; Arman Cohan (CoRR, 2021)

perm2vec: Attentive Graph Permutation Selection for Decoding of Error Correction Codes. - Avi Caciularu; Nir Raviv; Tomer Raviv; Jacob Goldberger; Yair Be'ery (IEEE J. Sel. Areas Commun., 2021)

Cross-document Event Coreference Search: Task, Dataset and Modeling. - Alon Eirew; Avi Caciularu; Ido Dagan (EMNLP, 2022)

LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models. - Mor Geva; Avi Caciularu; Guy Dar; Paul Roit; Shoval Sadde; Micah Shlain; Bar Tamir; Yoav Goldberg (EMNLP (Demos), 2022)

Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space. - Mor Geva; Avi Caciularu; Kevin Ro Wang; Yoav Goldberg (EMNLP, 2022)

QASem Parsing: Text-to-text Modeling of QA-based Semantics. - Ayal Klein; Eran Hirsch; Ron Eliav; Valentina Pyatkin; Avi Caciularu; Ido Dagan (EMNLP, 2022)

Metricbert: Text Representation Learning Via Self-Supervised Triplet Training. - Itzik Malkiel; Dvir Ginzburg; Oren Barkan; Avi Caciularu; Yoni Weill; Noam Koenigstein (ICASSP, 2022)

Long Context Question Answering via Supervised Contrastive Learning. - Avi Caciularu; Ido Dagan; Jacob Goldberger; Arman Cohan (NAACL-HLT, 2022)

Proposition-Level Clustering for Multi-Document Summarization. - Ori Ernst; Avi Caciularu; Ori Shapira; Ramakanth Pasunuru; Mohit Bansal; Jacob Goldberger; Ido Dagan (NAACL-HLT, 2022)

Interpreting BERT-based Text Similarity via Activation and Saliency Maps. - Itzik Malkiel; Dvir Ginzburg; Oren Barkan; Avi Caciularu; Jonathan Weill; Noam Koenigstein (WWW, 2022)

Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering. - Avi Caciularu; Matthew E. Peters; Jacob Goldberger; Ido Dagan; Arman Cohan (ACL (1), 2023)

Revisiting Sentence Union Generation as a Testbed for Text Consolidation. - Eran Hirsch; Valentina Pyatkin; Ruben Wolhandler; Avi Caciularu; Asi Shefer; Ido Dagan (ACL (Findings), 2023)

Optimizing Retrieval-augmented Reader Models via Token Elimination. - Moshe Berchansky; Peter Izsak; Avi Caciularu; Ido Dagan; Moshe Wasserblat (EMNLP, 2023)

Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks. - Alon Jacovi; Avi Caciularu; Omer Goldman; Yoav Goldberg (EMNLP, 2023)

A Comprehensive Evaluation of Tool-Assisted Generation Strategies. - Alon Jacovi; Avi Caciularu; Jonathan Herzig; Roee Aharoni; Bernd Bohnet; Mor Geva (EMNLP (Findings), 2023)

Don't Add, don't Miss: Effective Content Preserving Generation from Pre-Selected Text Spans. - Aviv Slobodkin; Avi Caciularu; Eran Hirsch; Ido Dagan (EMNLP (Findings), 2023)

The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models. - Aviv Slobodkin; Omer Goldman; Avi Caciularu; Ido Dagan; Shauli Ravfogel (EMNLP, 2023)

Utilizing Perturbation of Atoms' Positions for Equivariant Pre-Training in 3D Molecular Analysis. - Tal Kiani; Avi Caciularu; Shani Zev; Dan Thomas Major; Jacob Goldberger (MLSP, 2023)

Dont Add, dont Miss: Effective Content Preserving Generation from Pre-Selected Text Spans. - Aviv Slobodkin; Avi Caciularu; Eran Hirsch; Ido Dagan (CoRR, 2023)

The Curious Case of Hallucinatory Unanswerablity: Finding Truths in the Hidden States of Over-Confident Large Language Models. - Aviv Slobodkin; Omer Goldman; Avi Caciularu; Ido Dagan; Shauli Ravfogel (CoRR, 2023)

An entangled mixture of variational autoencoders approach to deep clustering. - Avi Caciularu; Jacob Goldberger (Neurocomputing, 2023)

Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance. - Omer Goldman; Avi Caciularu; Matan Eyal; Kris Cao; Idan Szpektor; Reut Tsarfaty (ACL (Findings), 2024)

Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models. - Asma Ghandeharioun; Avi Caciularu; Adam Pearce; Lucas Dixon; Mor Geva (ICML, 2024)

TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools. - Avi Caciularu; Alon Jacovi; Eyal Ben-David; Sasha Goldshtein; Tal Schuster; Jonathan Herzig; Gal Elidan; Amir Globerson (NeurIPS, 2024)

Can Few-shot Work in Long-Context? Recycling the Context to Generate Demonstrations. - Arie Cattan; Alon Jacovi; Alex Fabrikant; Jonathan Herzig; Roee Aharoni; Hannah Rashkin; Dror Marcus; Avinatan Hassidim; Yossi Matias; Idan Szpektor; Avi Caciularu (CoRR, 2024)

SEAM: A Stochastic Benchmark for Multi-Document Tasks. - Gili Lior; Avi Caciularu; Arie Cattan; Shahar Levy; Ori Shapira; Gabriel Stanovsky (CoRR, 2024)

Towards Responsible Development of Generative AI for Education: An Evaluation-Driven Approach. - 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; et al. (CoRR, 2024)

CoverBench: A Challenging Benchmark for Complex Claim Verification. - Alon Jacovi; Moran Ambar; Eyal Ben-David; Uri Shaham 002; Amir Feder; Mor Geva; Dror Marcus; Avi Caciularu (CoRR, 2024)

MDCure: A Scalable Pipeline for Multi-Document Instruction-Following. - Gabrielle Kaili-May Liu; Bowen Shi; Avi Caciularu; Idan Szpektor; Arman Cohan (ACL (1), 2025)

Identifying User Goals From UI Trajectories. - Omri Berkovitch; Sapir Caduri; Noam Kahlon; Anatoly Efros; Avi Caciularu; Ido Dagan (WWW (Companion Volume), 2025)

ReliableEval: A Recipe for Stochastic LLM Evaluation via Method of Moments. - Gili Lior; Eliya Habba; Shahar Levy; Avi Caciularu; Gabriel Stanovsky (CoRR, 2025)

MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs. - Gabrielle Kaili-May Liu; Gal Yona; Avi Caciularu; Idan Szpektor; Tim G. J. Rudner; Arman Cohan (CoRR, 2025)

DRAGged into Conflicts: Detecting and Addressing Conflicting Sources in Search-Augmented LLMs. - Arie Cattan; Alon Jacovi; Ori Ram; Jonathan Herzig; Roee Aharoni; Sasha Goldshtein; Eran Ofek; Idan Szpektor; Avi Caciularu (CoRR, 2025)