Oren Pereg

24 papers A* 2A 2B 1Journal 11Unranked 8
YearRankTypeTitle / Venue / Authors
2025 A* conf
Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies.
ICML
Nadav Timor, Jonathan Mamou, Daniel Korat, Moshe Berchansky, Gaurav Jain, Oren Pereg, Moshe Wasserblat, David Harel
2025 J jnl
Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies.
CoRR
Nadav Timor, Jonathan Mamou, Daniel Korat, Moshe Berchansky, Oren Pereg, Gaurav Jain, Roy Schwartz, Moshe Wasserblat, David Harel
2025 A* conf
Distributed Speculative Inference (DSI): Speculation Parallelism for Provably Faster Lossless Language Model Inference.
ICLR
Nadav Timor, Jonathan Mamou, Daniel Korat, Moshe Berchansky, Oren Pereg, Moshe Wasserblat, Tomer Galanti, Michal Gordon-Kiwkowitz, David Harel
2025 J jnl
Out-of-Vocabulary Sampling Boosts Speculative Decoding.
CoRR
Nadav Timor, Jonathan Mamou, Oren Pereg, Hongyang Zhang, David Harel
2024 J jnl
Accelerating Speculative Decoding using Dynamic Speculation Length.
CoRR
Jonathan Mamou, Oren Pereg, Daniel Korat, Moshe Berchansky, Nadav Timor, Moshe Wasserblat, Roy Schwartz
2024 — conf
Distributed Speculative Inference of Large Language Models is Provably Faster.
ENLSP
Nadav Timor, Jonathan Mamou, Oren Pereg, Moshe Berchansky, Daniel Korat, Moshe Wasserblat, Tomer Galanti, Michal Gordon, David Harel
2024 J jnl
Distributed Speculative Inference of Large Language Models.
CoRR
Nadav Timor, Jonathan Mamou, Daniel Korat, Moshe Berchansky, Oren Pereg, Moshe Wasserblat, Tomer Galanti, Michal Gordon, David Harel
2024 — conf
Dynamic Speculation Lookahead Accelerates Speculative Decoding of Large Language Models.
ENLSP
Jonathan Mamou, Oren Pereg, Daniel Korat, Moshe Berchansky, Nadav Timor, Moshe Wasserblat, Roy Schwartz
2022 A conf
Cross-Domain Aspect Extraction using Transformers Augmented with Knowledge Graphs.
CIKM
Phillip Howard, Arden Ma, Vasudev Lal, Ana Paula Simões, Daniel Korat, Oren Pereg, Moshe Wasserblat, Gadi Singer
2022 J jnl
Cross-Domain Aspect Extraction using Transformers Augmented with Knowledge Graphs.
CoRR
Phillip Howard, Arden Ma, Vasudev Lal, Ana Paula Simões, Daniel Korat, Oren Pereg, Moshe Wasserblat, Gadi Singer
2022 J jnl
Efficient Few-Shot Learning Without Prompts.
CoRR
Lewis Tunstall, Nils Reimers, Unso Eun Seo Jo, Luke Bates, Daniel Korat, Moshe Wasserblat, Oren Pereg
2022 — conf
Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction.
WASSA@ACL
Ayal Klein, Oren Pereg, Daniel Korat, Vasudev Lal, Moshe Wasserblat, Ido Dagan
2022 J jnl
TangoBERT: Reducing Inference Cost by using Cascaded Architecture.
CoRR
Jonathan Mamou, Oren Pereg, Moshe Wasserblat, Roy Schwartz
2021 — conf
InterpreT: An Interactive Visualization Tool for Interpreting Transformers.
EACL (System Demonstrations)
Vasudev Lal, Arden Ma, Estelle Aflalo, Phillip Howard, Ana Paula Simões, Daniel Korat, Oren Pereg, Gadi Singer, Moshe Wasserblat
2020 — conf
Exploring the Boundaries of Low-Resource BERT Distillation.
SustaiNLP@EMNLP
Moshe Wasserblat, Oren Pereg, Peter Izsak
2020 B conf
Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction.
COLING
Oren Pereg, Daniel Korat, Moshe Wasserblat
2019 — conf
ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System.
EMNLP/IJCNLP (3)
Oren Pereg, Daniel Korat, Moshe Wasserblat, Jonathan Mamou, Ido Dagan
2019 J jnl
ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System.
CoRR
Oren Pereg, Daniel Korat, Moshe Wasserblat, Jonathan Mamou, Ido Dagan
2019 J jnl
Multi-Context Term Embeddings: the Use Case of Corpus-based Term Set Expansion.
CoRR
Jonathan Mamou, Oren Pereg, Moshe Wasserblat, Ido Dagan
2018 — conf
SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings.
COLING (Demos)
Jonathan Mamou, Oren Pereg, Moshe Wasserblat, Ido Dagan, Yoav Goldberg, Alon Eirew, Yael Green, Shira Guskin, Peter Izsak, Daniel Korat
2018 — conf
Term Set Expansion based NLP Architect by Intel AI Lab.
EMNLP (Demonstration)
Jonathan Mamou, Oren Pereg, Moshe Wasserblat, Alon Eirew, Yael Green, Shira Guskin, Peter Izsak, Daniel Korat
2018 J jnl
Term Set Expansion based NLP Architect by Intel AI Lab.
CoRR
Jonathan Mamou, Oren Pereg, Moshe Wasserblat, Alon Eirew, Yael Green, Shira Guskin, Peter Izsak, Daniel Korat
2018 J jnl
Term Set Expansion based on Multi-Context Term Embeddings: an End-to-end Workflow.
CoRR
Jonathan Mamou, Oren Pereg, Moshe Wasserblat, Ido Dagan, Yoav Goldberg, Alon Eirew, Yael Green, Shira Guskin, Peter Izsak, Daniel Korat
2015 A conf
Meeting assistant application.
INTERSPEECH
Michel Assayag, Jonathan Huang, Jonathan Mamou, Oren Pereg, Saurav Sahay, Oren Shamir, Georg Stemmer, Moshe Wasserblat