Jonathan Mamou
12 papers · 2009–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Academic Marathon Β· Full πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
π
Century Club Β· Bronze
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Research topics
Machine Learning
(9)
Natural Language Processing
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Core Methods
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Artificial Intelligence
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Deep Learning
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Architectures
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Core AI
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Learning Types Β· Deep Learning
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Learning Types Β· Machine Learning
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Optimization & Theory
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Understanding
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Interdisciplinary
(1)
Keywords
inference optimization
(2)
semantic role labeling
(2)
term set expansion
(2)
manifold learning
(1)
weakly supervised learning
(1)
question answering
(1)
natural language processing
(1)
sentiment classification
(1)
pre-trained language model
(1)
natural language understanding
(1)
distributed computing
(1)
probing analysis
(1)
model interpretability
(1)
early exit
(1)
natural language
(1)
adaptive inference
(1)
language model
(1)
data annotation
(1)
domain adaptation
(1)
zero-shot 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
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
ACL 2021
Controlled Crowdsourcing for High-Quality QA-SRL Annotation
ACL 2020
Emergence of Separable Manifolds in Deep Language Representations
ICML 2020
QANom: Question-Answer driven SRL for Nominalizations
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
Fast decoding for open vocabulary spoken term detection
NAACL 2009