HELMET: How to Evaluate Long-Context Language Models Effectively and ThoroughlyHoward Yen, Tianyu Gao, Minmin Hou, Ke Ding, Daniel Fleischer, Peter Izsak, Moshe Wasserblat, Danqi ChenInternational Conference on Learning Representations (ICLR 2025)Paper OpenReview Repo
RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented GenerationDaniel Fleischer, Moshe Berchansky, Moshe Wasserblat and Peter IzsakPreprintPaper Repo
CoTAR: Chain-of-Thought Attribution Reasoning with Multi-level GranularityMoshe Berchansky, Daniel Fleischer, Moshe Wasserblat, Peter IzsakThe 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024) FindingsPaper ACL Anthology
Optimizing Retrieval-augmented Reader Models via Token EliminationMoshe Berchansky, Peter Izsak, Avi Caciularu, Ido Dagan and Moshe WasserblatThe 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)Paper
Transformer Language Models without Positional Encodings Still Learn Positional InformationAdi Haviv, Ori Ram, Ofir Press, Peter Izsak and Omer LevyFindings of the Association for Computational Linguistics: EMNLP 2022Paper
How to Train BERT with an Academic BudgetPeter Izsak, Moshe Berchansky and Omer LevyThe 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021)Paper Slides/Video Repo
Exploring the Boundaries of Low-Resource BERT DistillationMoshe Wasserblat, Oren Pereg and Peter IzsakProceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 2020Paper
Training Compact Models for Low Resource Entity Tagging using Pre-trained Language ModelsPeter Izsak, Shira Guskin and Moshe Wasserblat2019 Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing - NeurIPS Edition (EMC2-NIPS) (2019): 44-47.Paper Repo
Q8BERT: Quantized 8Bit BERTOfir Zafrir, Guy Boudoukh, Peter Izsak and Moshe Wasserblat2019 Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing - NeurIPS Edition (EMC2-NIPS) (2019): 36-39.Paper Repo
Term Set Expansion based NLP Architect by Intel AI LabJonathan Mamou, Oren Pereg, Moshe Wasserblat, Alon Eirew, Yael Green, Shira Guskin, Peter Izsak and Daniel KoratThe 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018).Paper Repo
SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term EmbeddingsJonathan Mamou, Oren Pereg, Moshe Wasserblat, Ido Dagan, Y. Goldberg, Alon Eirew, Yael Green, Shira Guskin, Peter Izsak and Daniel KoratProceedings of the 27th International Conference on Computational Linguistics: System Demonstrations (COLING 2018)Paper Repo
The search duel: a response to a strong rankerPeter Izsak, Fiana Raiber, Oren Kurland and Moshe TennenholtzProceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval (2014).Paper
Leveraging memory mirroring for transparent memory scale-out with zero-downtime failover of remote hostsR. Tell, Peter Izsak, A. Shribman, Steve Walsh and B. Hudzia2013 IEEE Symposium on Computers and Communications (ISCC) (2013)Paper