Oren Pereg
10 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Achievements
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Research topics
Machine Learning
(8)
Artificial Intelligence
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Application Areas
(5)
Natural Language Processing
(4)
Deep Learning
(3)
Core AI
(3)
Core Methods
(3)
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(3)
Learning Types Β· Deep Learning
(3)
Applications
(2)
Learning Types Β· Machine Learning
(2)
Generation
(1)
Optimization & Theory Β· Machine Learning
(1)
Optimization & Theory Β· Deep Learning
(1)
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Keywords
domain adaptation
(3)
aspect term extraction
(2)
term set expansion
(2)
transfer learning
(2)
sentiment analysis
(1)
natural language processing
(1)
self-attention mechanism
(1)
inference efficiency
(1)
knowledge distillation
(1)
model distillation
(1)
cross-domain learning
(1)
sentiment classification
(1)
bert model
(1)
low-resource learning
(1)
data efficiency
(1)
weakly supervised learning
(1)
pre-trained model
(1)
inference optimization
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distributed computing
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knowledge transfer
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Papers
Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies
ICML 2025
Distributed Speculative Inference (DSI): Speculation Parallelism for Provably Faster Lossless Language Model Inference
ICLR 2025
Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction
ACL 2022
InterpreT: An Interactive Visualization Tool for Interpreting Transformers
EACL 2021
Exploring the Boundaries of Low-Resource BERT Distillation
EMNLP 2020
Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction
COLING 2020
ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System
EMNLP 2019
Multi-Context Term Embeddings: the Use Case of Corpus-based Term Set Expansion
NAACL 2019
SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings
COLING 2018
Term Set Expansion based NLP Architect by Intel AI Lab
EMNLP 2018