Huimin Xu
7 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (7) π Cross-Pollinator (8) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(20)
π§
Keyword Pioneer
Conferences
ACL (3)
COLING (1)
EMNLP (1)
ICLR (1)
SEMEVAL (1)
Top co-authors
Keywords
multi-task learning
(2)
process reward model
(2)
mathematical reasoning
(2)
reinforcement learning
(2)
direct preference optimization
(1)
self-supervised learning
(1)
attention mechanism
(1)
preference alignment
(1)
information extraction
(1)
named entity recognition
(1)
language model alignment
(1)
semantic consistency
(1)
reinforcement learning from human feedback
(1)
proximal policy optimization
(1)
human preference
(1)
syntactic dependency
(1)
reasoning chain
(1)
dependency tree
(1)
supervised machine learning
(1)
attribute value extraction
(1)
Papers
As Simple as Fine-tuning: LLM Alignment via Bidirectional Negative Feedback Loss
ICLR 2025
Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning
ACL 2025
SCOPE: Compress Mathematical Reasoning Steps for Efficient Automated Process Annotation
ACL 2025
Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency
COLING 2024
Donβt Forget Your Reward Values: Language Model Alignment via Value-based Calibration
EMNLP 2024
Scaling up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title
ACL 2019
ECNU at SemEval-2018 Task 1: Emotion Intensity Prediction Using Effective Features and Machine Learning Models
SEMEVAL 2018