Zhunchen Luo
25 papers · 2016–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (49)
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Topic Evolution
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Century Club · Bronze
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Research topics
Artificial Intelligence
(16)
Machine Learning
(16)
Core AI
(15)
Core Methods
(10)
Natural Language Processing
(9)
Deep Learning
(8)
Applications
(5)
Learning Types · Machine Learning
(5)
Architectures
(4)
Generation
(4)
Learning Types · Deep Learning
(4)
Application Areas
(3)
Models
(3)
Learning Paradigms
(2)
Optimization & Theory
(2)
Keywords
large language model
(4)
attention mechanism
(3)
confidence calibration
(2)
text generation
(2)
long-form generation
(2)
convolutional neural network
(2)
graph neural network
(2)
argument mining
(2)
mathematical reasoning
(2)
charge prediction
(2)
text classification
(1)
relation extraction
(1)
social media analysis
(1)
information extraction
(1)
knowledge distillation
(1)
causal reasoning
(1)
catastrophic forgetting
(1)
transfer learning
(1)
named entity recognition
(1)
argument extraction
(1)
Papers
CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning
AAAI 2026
DeepWriter: A Multi-Agent Collaboration Framework for Information-rich Ultra-long Book Writing
AAAI 2026
DisCal: Distribution-Aware Calibration for Mathematical Reasoning Under Character-Level Noisy Inputs
ACL 2026
Global-Local Confidence Fusion for Hallucination Detection in Mathematical Reasoning Task
AAAI 2026
IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking
ACL 2026
WikiMAG: A Multi-Agent Guided Framework for Generating Structured Wikipedia-like Articles
AAAI 2026
AdaDARE-gamma: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation
CVPR 2025
Dynamic Evil Score-Guided Decoding: An Efficient Decoding Framework For Red-Team Model
ACL 2025
SafeConf: A Confidence-Calibrated Safety Self-Evaluation Method for Large Language Models
EMNLP 2025
Uncovering Argumentative Flow: A Question-Focus Discourse Structuring Framework
EMNLP 2025
Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models
ACL 2025
Characterizing and Verifying Scientific Claims: Qualitative Causal Structure is All You Need
EMNLP 2023
Improved Training of Deep Text Clustering
EMNLP 2023
TP-Detector: Detecting Turning Points in the Engineering Process of Large-scale Projects
EMNLP 2023
Identifying Principals and Accessories in a Complex Case based on the Comprehension of Fact Description
ACL 2020
A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature
EMNLP 2019
CRST: a Claim Retrieval System in Twitter
COLING 2018
Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions
NAACL 2018
Interpretable Rationale Augmented Charge Prediction System
COLING 2018
IRCMS at SemEval-2018 Task 7 : Evaluating a basic CNN Method and Traditional Pipeline Method for Relation Classification
SemEval 2018
Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation
EMNLP 2018
Joker at SemEval-2018 Task 12: The Argument Reasoning Comprehension with Neural Attention
SemEval 2018
Real-time Scholarly Retweeting Prediction System
COLING 2018
Jointly Extracting Relations with Class Ties via Effective Deep Ranking
ACL 2017
Speculation and Negation Scope Detection via Convolutional Neural Networks
EMNLP 2016