Value-based Search in Execution Space for Mapping Instructions to Programs. - Dor Muhlgay; Jonathan Herzig; Jonathan Berant (NAACL-HLT (1), 2019)

Standing on the Shoulders of Giant Frozen Language Models. - Yoav Levine; Itay Dalmedigos; Ori Ram; Yoel Zeldes; Daniel Jannai; Dor Muhlgay; Yoni Osin; Opher Lieber; Barak Lenz; Shai Shalev-Shwartz; Amnon Shashua; Kevin Leyton-Brown; et al. (CoRR, 2022)

MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning. - Ehud Karpas; Omri Abend; Yonatan Belinkov; Barak Lenz; Opher Lieber; Nir Ratner; Yoav Shoham; Hofit Bata; Yoav Levine; Kevin Leyton-Brown; Dor Muhlgay; Noam Rozen; et al. (CoRR, 2022)

In-Context Retrieval-Augmented Language Models. - Ori Ram; Yoav Levine; Itay Dalmedigos; Dor Muhlgay; Amnon Shashua; Kevin Leyton-Brown; Yoav Shoham (Trans. Assoc. Comput. Linguistics, 2023)

Generating Benchmarks for Factuality Evaluation of Language Models. - Dor Muhlgay; Ori Ram; Inbal Magar; Yoav Levine; Nir Ratner; Yonatan Belinkov; Omri Abend; Kevin Leyton-Brown; Amnon Shashua; Yoav Shoham (EACL (1), 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)