Jingchang Chen
10 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🌈 Renaissance Researcher (6)
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Interdisciplinary Bridge
🧭
Keyword Pioneer
🤝
Dynamic Duo
(10)
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Prolific Year
(6)
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Keyword Collector
(52)
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Century Club
(10)
Conferences
ACL (6)
COLING (3)
NIPS (1)
Top co-authors
Keywords
large language model
(5)
reasoning capability
(2)
chain of thought
(2)
multi-hop question answering
(2)
model distillation
(1)
in-context learning
(1)
information bottleneck
(1)
prompt engineering
(1)
knowledge distillation
(1)
chain-of-thought reasoning
(1)
model evaluation
(1)
code generation
(1)
program synthesis
(1)
mutual information
(1)
divide and conquer
(1)
question answering
(1)
probabilistic reasoning
(1)
function decomposition
(1)
vision-language model
(1)
hierarchical reasoning
(1)
Papers
CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information
COLING 2025
Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering
ACL 2025
Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution
ACL 2025
Towards Faithful Multi-step Reasoning through Fine-Grained Causal-aware Attribution Reasoning Distillation
COLING 2025
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering
ACL 2024
SmartTrim: Adaptive Tokens and Attention Pruning for Efficient Vision-Language Models
COLING 2024
Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation
NIPS 2024
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation
ACL 2024
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
ACL 2024
TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models
ACL 2024