Abend, Omri

Q2: : Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering

Honovich, O., Choshen, L., Aharoni, R., Neeman, E., Szpektor, I., & Abend, O. (2021) · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Speech and dialogue systemsTopic Modeling

Cited by 113

Parallel Context Windows for Large Language Models

Ratner, N., Levine, Y., Belinkov, Y., Ram, O., Magar, I., Abend, O., Karpas, E., Shashua, A., Leyton-Brown, K., & Shoham, Y. (2023) · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 111

Jamba: A Hybrid Transformer-Mamba Language Model

Lieber, O., Lenz, B., Bata, H., Cohen, G., Osin, J., Dalmedigos, I., Safahi, E., Meirom, S., Belinkov, Y., Shalev-Shwartz, S., et al. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 70

MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning

Karpas, E., Abend, O., Belinkov, Y., Lenz, B., Lieber, O., Ratner, N., Shoham, Y., Bata, H., Levine, Y., Leyton-Brown, K., et al. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 49

On the Weaknesses of Reinforcement Learning for Neural Machine Translation

Choshen, L., Fox, L., Aizenbud, Z., & Abend, O. (2019) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 28

Generating benchmarks for factuality evaluation of language models

Muhlgay, D., Ram, O., Magar, I., Levine, Y., Ratner, N., Belinkov, Y., Abend, O., Leyton-Brown, K., Shashua, A., & Shoham, Y. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 8

Naturally Occurring Feedback is Common, Extractable and Useful

Don-Yehiya, S., Choshen, L., & Abend, O. (2024) · arXiv

Speech and dialogue systemsNatural Language Processing Techniques

Cited by 1