Cheng Gao
8 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
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Keyword Collector
(51)
Venues
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Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(6)
Natural Language Processing
(6)
Deep Learning
(5)
Core Methods
(4)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Resources & Methods
(3)
Applications
(2)
Architectures
(2)
Optimization & Theory · Deep Learning
(2)
Computer Science
(1)
Keywords
large language model
(4)
synthetic data
(2)
question answering
(2)
transfer learning
(1)
dense retrieval
(1)
information retrieval
(1)
in-context learning
(1)
semantic search
(1)
coreference resolution
(1)
legal case retrieval
(1)
gradient descent
(1)
synthetic data generation
(1)
instruction tuning
(1)
nonparametric learning
(1)
nearest neighbor
(1)
global convergence
(1)
nearest neighbor classifier
(1)
optimization theory
(1)
semantic similarity
(1)
attention mechanism
(1)
Papers
ImCoref-CeS: An Improved Lightweight Pipeline for Coreference Resolution with LLM-based Checker-Splitter Refinement
ACL 2026
Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning
AAAI 2026
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
ACL 2025
Document Segmentation Matters for Retrieval-Augmented Generation
ACL 2025
GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion
ACL 2025
Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs
EMNLP 2024
Global Convergence in Training Large-Scale Transformers
NeurIPS 2024
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context
NeurIPS 2024