Feng-Lin Li
9 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (27) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Learning Types · Machine Learning
(5)
Learning Types · Deep Learning
(4)
Generation
(3)
Optimization & Theory
(3)
Reinforcement Learning
(2)
Applications
(2)
Methods
(2)
Models
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
reinforcement learning
(3)
mathematical reasoning
(2)
dialogue system
(2)
pre-trained language model
(2)
reinforcement learning from human feedback
(2)
contrastive learning
(2)
direct preference optimization
(2)
large language model
(2)
process reward model
(2)
preference alignment
(1)
language model alignment
(1)
explainable ai
(1)
self-supervised learning
(1)
generative model
(1)
information retrieval
(1)
user satisfaction
(1)
named entity recognition
(1)
value alignment
(1)
proximal policy optimization
(1)
supervised fine-tuning
(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
Don’t Forget Your Reward Values: Language Model Alignment via Value-based Calibration
EMNLP 2024
DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning
IJCAI 2022
KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference
ACL 2021
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training
ACL 2021
Turn-Level User Satisfaction Estimation in E-commerce Customer Service
ACL 2021
AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine
ACL 2017