Jia-Chen Gu
32 papers · 2019–2026 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (69) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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(11)
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(15)
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Topic Evolution
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Keyword Champion
(3)
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Prolific Year Β· Productive
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Trend Setter
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Keyword Collector
(145)
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The Questioner
(2)
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Unstoppable Β· Bronze
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Renaissance Researcher
(7)
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Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(27)
Artificial Intelligence
(22)
Core AI
(21)
Machine Learning
(19)
Generation
(14)
Deep Learning
(12)
Core Methods
(11)
Learning Types Β· Deep Learning
(10)
Resources & Methods
(10)
Applications
(9)
Learning Types Β· Machine Learning
(9)
Architectures
(5)
Optimization & Theory
(5)
Understanding
(3)
Computer Science
(2)
Keywords
large language model
(8)
knowledge editing
(7)
multi-party conversation
(6)
dialogue system
(5)
speaker identification
(4)
retrieval-augmented generation
(4)
sequential editing
(3)
response selection
(3)
model editing
(3)
named entity recognition
(3)
text generation
(3)
dialogue understanding
(2)
knowledge distillation
(2)
in-context learning
(2)
retrieval-based chatbot
(2)
dialogue disentanglement
(2)
multi-hop reasoning
(2)
heterogeneous graph
(2)
evaluation metric
(2)
pre-trained language model
(2)
Papers
Can Editing LLMs Inject Harm?
AAAI 2026
Knowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society
ACL 2026
Multiplicative Orthogonal Sequential Editing for Language Models
AAAI 2026
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection
ICLR 2025
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression
NAACL 2025
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
EMNLP 2025
Constraining Sequential Model Editing with Editing Anchor Compression
NAACL 2025
MISP-Meeting: A Real-World Dataset with Multimodal Cues for Long-form Meeting Transcription and Summarization
ACL 2025
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
ICLR 2025
Perturbation-Restrained Sequential Model Editing
ICLR 2025
Knowledge Mechanisms in Large Language Models: A Survey and Perspective
EMNLP 2024
Leveraging Large Language Models for NLG Evaluation: Advances and Challenges
EMNLP 2024
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
EMNLP 2024
Neighboring Perturbations of Knowledge Editing on Large Language Models
ICML 2024
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation
EMNLP 2024
X-ACE: Explainable and Multi-factor Audio Captioning Evaluation
ACL 2024
GIFT: Graph-Induced Fine-Tuning for Multi-Party Conversation Understanding
ACL 2023
Is ChatGPT a Good Multi-Party Conversation Solver?
EMNLP 2023
Learning WHO Saying WHAT to WHOM in Multi-Party Conversations
IJCNLP 2023
MADNet: Maximizing Addressee Deduction Expectation for Multi-Party Conversation Generation
EMNLP 2023
Symbolization, Prompt, and Classification: A Framework for Implicit Speaker Identification in Novels
EMNLP 2023
USTC-NELSLIP at SemEval-2023 Task 2: Statistical Construction and Dual Adaptation of Gazetteer for Multilingual Complex NER
SemEval 2023
Conversation- and Tree-Structure Losses for Dialogue Disentanglement
ACL 2022
HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations
ACL 2022
TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge
ACL 2022
Who Says What to Whom: A Survey of Multi-Party Conversations
IJCAI 2022
Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition
EMNLP 2022
Detecting Speaker Personas from Conversational Texts
EMNLP 2021
MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding
ACL 2021
End-to-End Transition-Based Online Dialogue Disentanglement
IJCAI 2020
Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots
EMNLP 2020
Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots
EMNLP 2019