Ruofei Lai
10 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Natural Language Processing
(9)
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(5)
Applications
(5)
Generation
(4)
Core Methods
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(4)
retrieval-augmented generation
(3)
knowledge graph
(2)
natural language inference
(2)
question answering
(2)
argument mining
(2)
graph-based retrieval
(2)
knowledge distillation
(1)
inductive reasoning
(1)
text classification
(1)
information retrieval
(1)
text summarization
(1)
text representation
(1)
natural language understanding
(1)
text generation
(1)
logical reasoning
(1)
benchmark dataset
(1)
multi-objective optimization
(1)
language model
(1)
instruction tuning
(1)
Papers
Don’t Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering
EMNLP 2025
From an LLM Swarm to a PDDL-empowered Hive: Planning Self-executed Instructions in a Multi-modal Jungle
ICLR 2025
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation
ACL 2025
Debatrix: Multi-dimensional Debate Judge with Iterative Chronological Analysis Based on LLM
ACL 2024
Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization
COLING 2024
Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation
EMNLP 2023
Hence, Socrates is mortal: A Benchmark for Natural Language Syllogistic Reasoning
ACL 2023
Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining
EMNLP 2023
IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions
EMNLP 2023
Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding
COLING 2022