Zeqiu Wu
10 papers · 2017–2024 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (24) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge π Conference Polyglot (6)
π
Academic Marathon
(7)
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Cross-Pollinator
(14)
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Renaissance Researcher
(6)
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Century Club
(10)
Conferences
ACL (3)
EMNLP (2)
NIPS (2)
AAAI (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
reinforcement learning
(3)
reward model
(2)
language model
(2)
response generation
(1)
text generation
(1)
information retrieval
(1)
passage retrieval
(1)
instruction following
(1)
reinforcement learning from human feedback
(1)
preference feedback
(1)
policy training
(1)
hallucination mitigation
(1)
proximal policy optimization
(1)
preference-based learning
(1)
retriever model
(1)
query rewriting
(1)
dialogue system
(1)
knowledge grounding
(1)
semantic control
(1)
conversational question answering
(1)
Papers
Training Language Models to Generate Text with Citations via Fine-grained Rewards
ACL 2024
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback
NIPS 2024
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
ICLR 2024
Fine-Grained Human Feedback Gives Better Rewards for Language Model Training
NIPS 2023
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning
EMNLP 2022
Automatic Document Sketching: Generating Drafts from Analogous Texts
ACL 2021
DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document Contextualization
EMNLP 2021
A Controllable Model of Grounded Response Generation
AAAI 2021
Automatic Document Sketching: Generating Drafts from Analogous Texts
IJCNLP 2021
Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences
ACL 2017