Ruosen Li
7 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Natural Language Processing
(4)
Applications
(3)
Machine Learning
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Generation
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Linguistics
(1)
Optimization & Theory
(1)
Reasoning
(1)
Representation
(1)
Keywords
hallucination detection
(2)
multi-hop question answering
(2)
reasoning chain
(2)
question answering
(2)
natural language understanding
(1)
semantic structure
(1)
knowledge graph
(1)
hidden state
(1)
language model
(1)
vision-language model
(1)
evaluation metric
(1)
multi-hop reasoning
(1)
reasoning trace
(1)
query understanding
(1)
automatic evaluation
(1)
discourse parsing
(1)
process reward model
(1)
persona simulation
(1)
event reasoning
(1)
intent segmentation
(1)
Papers
Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience
ACL 2026
FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning
EMNLP 2025
FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models
EMNLP 2024
IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering
NeurIPS 2024
MEQA: A Benchmark for Multi-hop Event-centric Question Answering with Explanations
NeurIPS 2024
Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning
EMNLP 2023
Intent Segmentation of User Queries Via Discourse Parsing
AACL 2020