Cross-lingual Unified Medical Language System entity linking in online health communities. - Yonatan Bitton; Raphael Cohen; Tamar Schifter; Eitan Bachmat; Michael Elhadad; Noémie Elhadad (J. Am. Medical Informatics Assoc., 2020)

Data Efficient Masked Language Modeling for Vision and Language. - Yonatan Bitton; Michael Elhadad; Gabriel Stanovsky; Roy Schwartz 001 (EMNLP (Findings), 2021)

Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA. - Yonatan Bitton; Gabriel Stanovsky; Roy Schwartz 001; Michael Elhadad (NAACL-HLT, 2021)

WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models. - Yonatan Bitton; Nitzan Bitton Guetta; Ron Yosef; Yuval Elovici; Mohit Bansal; Gabriel Stanovsky; Roy Schwartz 001 (NeurIPS, 2022)

VASR: Visual Analogies of Situation Recognition. - Yonatan Bitton; Ron Yosef; Eliyahu Strugo; Dafna Shahaf; Roy Schwartz 001; Gabriel Stanovsky (AAAI, 2023)

q2d: Turning Questions into Dialogs to Teach Models How to Search. - Yonatan Bitton; Shlomi Cohen-Ganor; Ido Hakimi; Yoad Lewenberg; Roee Aharoni; Enav Weinreb (EMNLP, 2023)

IRFL: Image Recognition of Figurative Language. - Ron Yosef; Yonatan Bitton; Dafna Shahaf (EMNLP (Findings), 2023)

Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images. - Nitzan Bitton Guetta; Yonatan Bitton; Jack Hessel; Ludwig Schmidt; Yuval Elovici; Gabriel Stanovsky; Roy Schwartz 001 (ICCV, 2023)

VisIT-Bench: A Dynamic Benchmark for Evaluating Instruction-Following Vision-and-Language Models. - Yonatan Bitton; Hritik Bansal; Jack Hessel; Rulin Shao; Wanrong Zhu; Anas Awadalla; Josh Gardner 001; Rohan Taori; Ludwig Schmidt (NeurIPS, 2023)

DataComp: In search of the next generation of multimodal datasets. - Samir Yitzhak Gadre; Gabriel Ilharco; Alex Fang; Jonathan Hayase; Georgios Smyrnis; Thao Nguyen; Ryan Marten; Mitchell Wortsman; Dhruba Ghosh; Jieyu Zhang 001; Eyal Orgad; Rahim Entezari; et al. (NeurIPS, 2023)

What You See is What You Read? Improving Text-Image Alignment Evaluation. - Michal Yarom; Yonatan Bitton; Soravit Changpinyo; Roee Aharoni; Jonathan Herzig; Oran Lang; Eran Ofek; Idan Szpektor (NeurIPS, 2023)

Transferring Visual Attributes from Natural Language to Verified Image Generation. - Rodrigo Valerio; João Bordalo; Michal Yarom; Yonatan Bitton; Idan Szpektor; João Magalhães (CoRR, 2023)

Read, Look or Listen? What's Needed for Solving a Multimodal Dataset. - Netta Madvil; Yonatan Bitton; Roy Schwartz 001 (CoRR, 2023)

OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models. - Anas Awadalla; Irena Gao; Josh Gardner 001; Jack Hessel; Yusuf Hanafy; Wanrong Zhu; Kalyani Marathe; Yonatan Bitton; Samir Yitzhak Gadre; Shiori Sagawa; Jenia Jitsev; Simon Kornblith; et al. (CoRR, 2023)

VisIT-Bench: A Benchmark for Vision-Language Instruction Following Inspired by Real-World Use. - Yonatan Bitton; Hritik Bansal; Jack Hessel; Rulin Shao; Wanrong Zhu; Anas Awadalla; Josh Gardner 001; Rohan Taori; Ludwig Schmidt (CoRR, 2023)

Generating Coherent Sequences of Visual Illustrations for Real-World Manual Tasks. - João Bordalo; Vasco Ramos; Rodrigo Valerio; Diogo Glória-Silva; Yonatan Bitton; Michal Yarom; Idan Szpektor; João Magalhães (ACL (1), 2024)

A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains. - Alon Jacovi; Yonatan Bitton; Bernd Bohnet; Jonathan Herzig; Or Honovich; Michael Tseng; Michael Collins 001; Roee Aharoni; Mor Geva (ACL (1), 2024)

Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation. - Katherine M. Collins; Najoung Kim; Yonatan Bitton; Verena Rieser; Shayegan Omidshafiei; Yushi Hu; Sherol Chen; Senjuti Dutta; Minsuk Chang; Kimin Lee; Youwei Liang; Georgina Evans; et al. (AIES (1), 2024)

VideoCon: Robust Video-Language Alignment via Contrast Captions. - Hritik Bansal; Yonatan Bitton; Idan Szpektor; Kai-Wei Chang; Aditya Grover (CVPR, 2024)

Mismatch Quest: Visual and Textual Feedback for Image-Text Misalignment. - Brian Gordon; Yonatan Bitton; Yonatan Shafir; Roopal Garg; Xi Chen 071; Dani Lischinski; Daniel Cohen-Or; Idan Szpektor (ECCV (57), 2024)

DOCCI: Descriptions of Connected and Contrasting Images. - Yasumasa Onoe; Sunayana Rane; Zachary Berger; Yonatan Bitton; Jaemin Cho 001; Roopal Garg; Alexander Ku; Zarana Parekh; Jordi Pont-Tuset; Garrett Tanzer; Su Wang 001; Jason Baldridge (ECCV (60), 2024)

ImageInWords: Unlocking Hyper-Detailed Image Descriptions. - Roopal Garg; Andrea Burns; Burcu Karagol Ayan; Yonatan Bitton; Ceslee Montgomery; Yasumasa Onoe; Andrew Bunner; Ranjay Krishna; Jason Baldridge; Radu Soricut (EMNLP, 2024)

ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies. - Oren Sultan; Yonatan Bitton; Ron Yosef; Dafna Shahaf (NAACL-HLT, 2024)

Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models. - Nitzan Bitton Guetta; Aviv Slobodkin; Aviya Maimon; Eliya Habba; Royi Rassin; Yonatan Bitton; Idan Szpektor; Amir Globerson; Yuval Elovici (NeurIPS, 2024)

DataComp-LM: In search of the next generation of training sets for language models. - Jeffrey Li; Alex Fang; Georgios Smyrnis; Maor Ivgi; Matt Jordan; Samir Yitzhak Gadre; Hritik Bansal; Etash Kumar Guha; Sedrick Scott Keh; Kushal Arora; Saurabh Garg; Rui Xin; et al. (NeurIPS, 2024)

TALC: Time-Aligned Captions for Multi-Scene Text-to-Video Generation. - Hritik Bansal; Yonatan Bitton; Michal Yarom; Idan Szpektor; Aditya Grover; Kai-Wei Chang (CoRR, 2024)

Contrastive Sequential-Diffusion Learning: An approach to Multi-Scene Instructional Video Synthesis. - Vasco Ramos; Yonatan Bitton; Michal Yarom; Idan Szpektor; João Magalhães (CoRR, 2024)

KITTEN: A Knowledge-Intensive Evaluation of Image Generation on Visual Entities. - Hsin-Ping Huang; Xinyi Wang; Yonatan Bitton; Hagai Taitelbaum; Gaurav Singh Tomar; Ming-Wei Chang; Xuhui Jia; Kelvin C. K. Chan; Hexiang Hu; Yu-Chuan Su; Ming-Hsuan Yang 001 (CoRR, 2024)

PaliGemma 2: A Family of Versatile VLMs for Transfer. - Andreas Steiner 001; André Susano Pinto; Michael Tschannen; Daniel Keysers; Xiao Wang 038; Yonatan Bitton; Alexey A. Gritsenko; Matthias Minderer; Anthony Sherbondy; Shangbang Long; Siyang Qin; R. Reeve Ingle; et al. (CoRR, 2024)

EditInspector: A Benchmark for Evaluation of Text-Guided Image Edits. - Ron Yosef; Yonatan Bitton; Dani Lischinski; Moran Yanuka (ACL (1), 2025)

VideoPhy: Evaluating Physical Commonsense for Video Generation. - Hritik Bansal; Zongyu Lin; Tianyi Xie; Zeshun Zong; Michal Yarom; Yonatan Bitton; Chenfanfu Jiang; Yizhou Sun; Kai-Wei Chang; Aditya Grover (ICLR, 2025)

NL-Eye: Abductive NLI For Images. - Mor Ventura; Michael Toker; Nitay Calderon; Zorik Gekhman; Yonatan Bitton; Roi Reichart (ICLR, 2025)

Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision. - Orr Zohar; Xiaohan Wang; Yonatan Bitton; Idan Szpektor; Serena Yeung-Levy (ICLR, 2025)

Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted Captions. - Moran Yanuka; Assaf Ben-Kish; Yonatan Bitton; Idan Szpektor; Raja Giryes (NAACL (Long Papers), 2025)

Contrastive Sequential-Diffusion Learning: Non-Linear and Multi-Scene Instructional Video Synthesis. - Vasco Ramos; Yonatan Bitton; Michal Yarom; Idan Szpektor; João Magalhães (WACV, 2025)

VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation. - Hritik Bansal; Clark Peng; Yonatan Bitton; Roman Goldenberg; Aditya Grover; Kai-Wei Chang (CoRR, 2025)

RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation. - Aviv Slobodkin; Hagai Taitelbaum; Yonatan Bitton; Brian Gordon; Michal Sokolik; Nitzan Bitton Guetta; Almog Gueta; Royi Rassin; Itay Laish; Dani Lischinski; Idan Szpektor (CoRR, 2025)

3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model. - Wenbo Hu 006; Yining Hong; Yanjun Wang; Leison Gao; Zibu Wei; Xingcheng Yao; Nanyun Peng 001; Yonatan Bitton; Idan Szpektor; Kai-Wei Chang (CoRR, 2025)

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline. - Brian Gordon; Yonatan Bitton; Andreea Marzoca; Yasumasa Onoe; Xiao Wang 038; Daniel Cohen-Or; Idan Szpektor (CoRR, 2025)