Jonathan Mamou
14 papers · 2009–2025 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (7) 🏃 Academic Marathon (16) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (5)
🏃
Academic Marathon
(16)
🐝
Cross-Pollinator
(10)
🌈
Renaissance Researcher
(5)
🏆
Keyword Champion
(2)
💎
Century Club
(14)
🗃️
Keyword Collector
(53)
Conferences
ACL (3)
COLING (2)
EMNLP (2)
ICML (2)
IJCNLP (2)
NAACL (2)
ICLR (1)
Top co-authors
Keywords
aspect-based sentiment
(2)
representational invariance
(2)
pretrained language model
(2)
sentiment extraction
(2)
term set expansion
(2)
weakly supervised learning
(2)
lexicon generation
(2)
hierarchical phrase structure
(2)
semantic role labeling
(2)
question answering
(1)
model interpretability
(1)
probing analysis
(1)
early exit
(1)
adaptive inference
(1)
manifold learning
(1)
natural language understanding
(1)
natural language processing
(1)
inference optimization
(1)
language model
(1)
sentiment classification
(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
Finding the SWEET Spot: Analysis and Improvement of Adaptive Inference in Low Resource Settings
ACL 2023
Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models
IJCNLP 2021
Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models
ACL 2021
Controlled Crowdsourcing for High-Quality QA-SRL Annotation
ACL 2020
QANom: Question-Answer driven SRL for Nominalizations
COLING 2020
Emergence of Separable Manifolds in Deep Language Representations
ICML 2020
Multi-Context Term Embeddings: the Use Case of Corpus-based Term Set Expansion
NAACL 2019
ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System
IJCNLP 2019
ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System
EMNLP 2019
Term Set Expansion based NLP Architect by Intel AI Lab
EMNLP 2018
SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings
COLING 2018
Fast decoding for open vocabulary spoken term detection
NAACL 2009