Sergey Feldman
13 papers · 2009–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(2)
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Keyword Pioneer
π₯
Mega-Team Β· Squad
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Topic Evolution
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Trend Setter
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(5)
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Century Club Β· Bronze
ποΈ
Keyword Collector
(56)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Core Methods
(6)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Applications
(3)
Learning Types
(3)
Resources & Methods
(3)
Application Areas
(2)
Core AI
(2)
Learning Paradigms
(2)
Understanding
(2)
Computer Science
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Keywords
document embedding
(3)
named entity recognition
(2)
convex combination
(2)
entity linking
(2)
james-stein estimator
(2)
multi-task learning
(2)
retrieval-augmented generation
(2)
parameter estimation
(1)
text representation
(1)
convex optimization
(1)
information retrieval
(1)
mean estimation
(1)
document retrieval
(1)
llm evaluation
(1)
document classification
(1)
regularization
(1)
nearest neighbor search
(1)
maximum likelihood
(1)
question answering
(1)
clinical outcome prediction
(1)
Papers
Language Models Donβt Know What You Want: Evaluating Personalization in Deep Research Needs Real Users
ACL 2026
Ai2 Scholar QA: Organized Literature Synthesis with Attribution
ACL 2025
On-the-fly Definition Augmentation of LLMs for Biomedical NER
NAACL 2024
TOPICAL: TOPIC Pages AutomagicaLly
NAACL 2024
S2abEL: A Dataset for Entity Linking from Scientific Tables
EMNLP 2023
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations
EMNLP 2023
Literature-Augmented Clinical Outcome Prediction
NAACL 2022
SPECTER: Document-level Representation Learning using Citation-informed Transformers
ACL 2020
Construction of the Literature Graph in Semantic Scholar
NAACL 2018
Content-Based Citation Recommendation
NAACL 2018
Revisiting Stein's Paradox: Multi-Task Averaging
JMLR 2014
Multi-Task Averaging
NeurIPS 2012
Classifying Factored Genres with Part-of-Speech Histograms
NAACL 2009