Zhihong Shen
6 papers · 2018–2026 · 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
Jump to papers ↓+2 more ↓ Show less ↑
π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (23)
π₯
Mega-Team Β· Squad
π
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Artificial Intelligence
(3)
Applications
(3)
Core AI
(3)
Resources & Methods
(3)
Deep Learning
(2)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Keywords
text mining
(2)
named entity recognition
(2)
sequence labeling
(1)
text representation
(1)
self-supervised learning
(1)
chain-of-thought reasoning
(1)
information retrieval
(1)
mixture of expert
(1)
citation prediction
(1)
semantic search
(1)
graph structure
(1)
instruction tuning
(1)
concept hierarchy
(1)
knowledge graph
(1)
language model
(1)
sparse representation
(1)
interpretable model
(1)
pre-trained language model
(1)
multi-task learning
(1)
contrastive learning
(1)
Papers
Reasoning Fails Where Step Flow Breaks
ACL 2026
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding
EMNLP 2023
SciConceptMiner: A system for large-scale scientific concept discovery
ACL 2021
CORD-19: The COVID-19 Open Research Dataset
ACL 2020
Explainable and Sparse Representations of Academic Articles for Knowledge Exploration
COLING 2020
A Web-scale system for scientific knowledge exploration
ACL 2018