Draw Me a Flower: Processing and Grounding Abstraction in Natural Language. - Royi Lachmy; Valentina Pyatkin; Avshalom Manevich; Reut Tsarfaty (Trans. Assoc. Comput. Linguistics, 2022)

Multi Document Summarization Evaluation in the Presence of Damaging Content. - Avshalom Manevich; David Carmel; Nachshon Cohen; Elad Kravi; Ori Shapira (EMNLP (Findings), 2023)

Retrieving Texts based on Abstract Descriptions. - Shauli Ravfogel; Valentina Pyatkin; Amir David Nissan Cohen; Avshalom Manevich; Yoav Goldberg (CoRR, 2023)

Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD). - Avshalom Manevich; Reut Tsarfaty (ACL (Findings), 2024)

Jamba-1.5: Hybrid Transformer-Mamba Models at Scale. - Barak Lenz; Alan Arazi; Amir Bergman; Avshalom Manevich; Barak Peleg; Ben Aviram; Chen Almagor; Clara Fridman; Dan Padnos; Daniel Gissin; Daniel Jannai; Dor Muhlgay; et al. (CoRR, 2024)

Jamba: Hybrid Transformer-Mamba Language Models. - Barak Lenz; Opher Lieber; Alan Arazi; Amir Bergman; Avshalom Manevich; Barak Peleg; Ben Aviram; Chen Almagor; Clara Fridman; Dan Padnos; Daniel Gissin; Daniel Jannai; et al. (ICLR, 2025)

Surfer-H Meets Holo1: Cost-Efficient Web Agent Powered by Open Weights. - Mathieu Andreux; Breno Baldas Skuk; Hamza Benchekroun; Emilien Biré; Antoine Bonnet; Riaz Bordie; Nathan Bout; Matthias Brunel; Pierre-Louis Cedoz; Antoine Chassang; Mickaël Chen; Alexandra D. Constantinou; et al. (CoRR, 2025)