Daniel Korat
8 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
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Keyword Champion
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Topic Evolution
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Unstoppable Β· Bronze
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Natural Language Processing
(4)
Application Areas
(4)
Core AI
(3)
Deep Learning
(2)
Applications
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Generation
(1)
Learning Types Β· Machine Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
domain adaptation
(3)
term set expansion
(2)
aspect term extraction
(2)
transfer learning
(1)
natural language processing
(1)
weakly supervised learning
(1)
sentiment analysis
(1)
sentiment classification
(1)
distributed computing
(1)
inference optimization
(1)
speculative decoding
(1)
semantic class
(1)
aspect-based sentiment analysis
(1)
cross-domain learning
(1)
self-attention mechanism
(1)
aspect-based sentiment
(1)
syntactic knowledge
(1)
attention visualization
(1)
transformer interpretability
(1)
multi-task learning
(1)
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
Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction
COLING 2020
ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System
EMNLP 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