Jinfeng Xiao
7 papers · 2021–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 🌍 Conference Polyglot · Bronze
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Topic Evolution
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Unstoppable · Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Natural Language Processing
(6)
Machine Learning
(5)
Applications
(5)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Application Areas
(1)
Clinical
(1)
Learning Paradigms
(1)
Methods
(1)
Keywords
zero-shot learning
(3)
knowledge graph
(3)
sequence labeling
(1)
text mining
(1)
self-supervised learning
(1)
entity linking
(1)
information extraction
(1)
named entity recognition
(1)
information retrieval
(1)
passage retrieval
(1)
fine-grained classification
(1)
knowledge base
(1)
domain knowledge
(1)
multi-turn interaction
(1)
retrieval-augmented generation
(1)
biomedical text
(1)
distant supervision
(1)
relation classification
(1)
knowledge graph construction
(1)
reward signal
(1)
Papers
Zero-Shot Open-Schema Entity Structure Discovery
EACL 2026
s3: You Don’t Need That Much Data to Train a Search Agent via RL
EMNLP 2025
Topic-Oriented Open Relation Extraction with A Priori Seed Generation
EMNLP 2024
Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data
EMNLP 2023
Knowledge-Rich Self-Supervision for Biomedical Entity Linking
EMNLP 2022
ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision
EMNLP 2021
Open-Domain Question Answering with Pre-Constructed Question Spaces
NAACL 2021