Zhumin Chen
35 papers · 2012–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (73) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Deep Specialist
(10)
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Topic Evolution
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Keyword Pioneer
π€
Dynamic Duo
(31)
π
Keyword Trendsetter Combo
(4)
π
Renaissance Researcher
(7)
π₯
Unstoppable Β· Bronze
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The Questioner
β‘
Prolific Year Β· Productive
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Conference Pioneer
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Century Club Β· Bronze
ποΈ
Keyword Collector
(178)
Top co-authors
Research topics
Natural Language Processing
(25)
Machine Learning
(24)
Artificial Intelligence
(18)
Deep Learning
(17)
Core AI
(17)
Learning Types Β· Machine Learning
(16)
Applications
(13)
Resources & Methods
(12)
Application Areas
(9)
Learning Types Β· Deep Learning
(9)
Generation
(8)
Core Methods
(5)
Models
(5)
Learning Paradigms
(4)
Optimization & Theory
(3)
Keywords
large language model
(15)
information retrieval
(4)
dialogue system
(4)
transfer learning
(4)
self-supervised learning
(3)
knowledge editing
(3)
empathetic dialogue generation
(2)
reinforcement learning
(2)
background based conversation
(2)
knowledge graph
(2)
instruction tuning
(2)
multi-hop reasoning
(2)
language model
(2)
document retrieval
(2)
knowledge distillation
(2)
model editing
(2)
in-context learning
(2)
text summarization
(2)
parameter-efficient fine-tuning
(2)
attention mechanism
(1)
Papers
Reinforced Efficient Reasoning via Semantically Diverse Exploration
ACL 2026
Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse
ACL 2026
Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing LLM-based Multi-Agent Systems
EMNLP 2025
ExcluIR: Exclusionary Neural Information Retrieval
AAAI 2025
KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing
EMNLP 2025
Sliced Wasserstein Bridge for Open-Vocabulary Video Instance Segmentation
ICCV 2025
Task Knowledge Injection via Interpolations and Reinstatement for Large Language Model Generalization
ACL 2025
Trustworthy Medical Question Answering: An Evaluation-Centric Survey
EMNLP 2025
UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets
EMNLP 2025
Uncovering Overfitting in Large Language Model Editing
ICLR 2025
Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality
ACL 2024
Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum
AAAI 2024
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering
ACL 2024
Knowledge Graph Enhanced Large Language Model Editing
EMNLP 2024
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models
EMNLP 2024
MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter
ACL 2024
MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning
ACL 2024
Self-Supervised Position Debiasing for Large Language Models
ACL 2024
Answering Ambiguous Questions via Iterative Prompting
ACL 2023
Generalizing Few-Shot Named Entity Recognizers to Unseen Domains with Type-Related Features
EMNLP 2023
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents
EMNLP 2023
Learning to Tokenize for Generative Retrieval
NeurIPS 2023
Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning
EMNLP 2023
Syllogistic Reasoning for Legal Judgment Analysis
EMNLP 2023
Towards a Unified Framework for Reference Retrieval and Related Work Generation
EMNLP 2023
UMSE: Unified Multi-scenario Summarization Evaluation
ACL 2023
Improving Multi-label Malevolence Detection in Dialogues through Multi-faceted Label Correlation Enhancement
ACL 2022
Knowledge Bridging for Empathetic Dialogue Generation
AAAI 2022
Learning to Ask Conversational Questions by Optimizing Levenshtein Distance
ACL 2021
EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation
COLING 2020
RefNet: A Reference-Aware Network for Background Based Conversation
AAAI 2020
Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation
AAAI 2020
RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-Based Recommendation
AAAI 2019
A Redundancy-Aware Sentence Regression Framework for Extractive Summarization
COLING 2016
Twitter Topic Summarization by Ranking Tweets using Social Influence and Content Quality
COLING 2012