Cheng Gao
8 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π£ Hot Topic Early Bird π Cross-Pollinator (10)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(32)
ποΈ
Keyword Collector
(50)
Conferences
ACL (4)
NIPS (2)
AAAI (1)
EMNLP (1)
Top co-authors
Keywords
large language model
(4)
synthetic datum
(2)
question answering
(2)
transfer learning
(1)
synthetic data
(1)
information retrieval
(1)
in-context learning
(1)
semantic search
(1)
coreference resolution
(1)
legal case retrieval
(1)
nearest neighbor
(1)
dense retrieval
(1)
synthetic data generation
(1)
instruction tuning
(1)
nonparametric learning
(1)
global convergence
(1)
gradient descent
(1)
nearest neighbor classifier
(1)
optimization theory
(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
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
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
ACL 2025
Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs
EMNLP 2024
Global Convergence in Training Large-Scale Transformers
NIPS 2024
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context
NIPS 2024