Zheng Chu
18 papers · 2022–2026 · 7 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (43) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π€ Dynamic Duo (16)
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Prolific Year Β· Productive
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Artificial Intelligence
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Core AI
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Natural Language Processing
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Machine Learning
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Deep Learning
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Applications
(5)
Learning Types Β· Machine Learning
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Learning Types Β· Deep Learning
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Knowledge & Reasoning
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Optimization & Theory
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Keywords
large language model
(8)
chain-of-thought reasoning
(3)
reasoning capability
(3)
question answering
(2)
temporal reasoning
(2)
multi-hop question answering
(2)
benchmark evaluation
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chain of thought
(2)
self-supervised learning
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model evaluation
(1)
prompt engineering
(1)
video captioning
(1)
information bottleneck
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in-context learning
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direct preference optimization
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code generation
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semantic analysis
(1)
model distillation
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video understanding
(1)
document understanding
(1)
Papers
CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality Evaluation
AAAI 2026
From Sampling to Cognition: Modeling Internal Cognitive Confidence in Language Models for Robust Uncertainty Calibration
AAAI 2026
Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models
ACL 2026
Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization
ACL 2026
AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting
ACL 2025
Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution
ACL 2025
Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency
ACL 2025
Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering
ACL 2025
Towards Faithful Multi-step Reasoning through Fine-Grained Causal-aware Attribution Reasoning Distillation
COLING 2025
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation
ACL 2024
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering
ACL 2024
Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation
NeurIPS 2024
GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension
IJCAI 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
Towards Benchmarking Situational Awareness of Large Language Models:Comprehensive Benchmark, Evaluation and Analysis
EMNLP 2024
MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document
EMNLP 2023
HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection
SemEval 2022