Sergey Feldman
13 papers · 2009–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (16)
π
Cross-Pollinator
(15)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(27)
π±
Topic Pioneer
π
Keyword Champion
(2)
π§¬
Topic Evolution
π₯
Mega-Team
(23)
π
Century Club
(12)
ποΈ
Keyword Collector
(51)
Conferences
NAACL (6)
ACL (3)
EMNLP (2)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
document embedding
(3)
multi-task learning
(2)
entity linking
(2)
james-stein estimator
(2)
named entity recognition
(2)
convex combination
(2)
convex optimization
(1)
regularization
(1)
benchmark evaluation
(1)
question answering
(1)
information retrieval
(1)
text representation
(1)
mean estimation
(1)
document retrieval
(1)
few-shot learning
(1)
nearest neighbor search
(1)
clinical outcome prediction
(1)
knowledge base
(1)
document classification
(1)
llm evaluation
(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
TOPICAL: TOPIC Pages AutomagicaLly
NAACL 2024
On-the-fly Definition Augmentation of LLMs for Biomedical NER
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
Content-Based Citation Recommendation
NAACL 2018
Construction of the Literature Graph in Semantic Scholar
NAACL 2018
Revisiting Stein's Paradox: Multi-Task Averaging
JMLR 2014
Multi-Task Averaging
NIPS 2012
Classifying Factored Genres with Part-of-Speech Histograms
NAACL 2009