Jia-Chen Gu

35 papers · 2019–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (8) 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (74) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (9) 🌍 Conference Polyglot (9) 🏃 Academic Marathon (6) 🤝 Dynamic Duo (16) 🌱 Topic Pioneer 🧬 Topic Evolution 🏆 Keyword Champion (3) 🗃️ Keyword Collector (129) ⚡ Prolific Year (6) 🔥 Unstoppable (7) ❓ The Questioner 💎 Century Club (33)

Conferences

EMNLP (12) ACL (8) ICLR (3) IJCNLP (3) AAAI (2) IJCAI (2) NAACL (2) AACL (1) ICML (1) SEMEVAL (1)

Top co-authors

Zhen-Hua Ling (17) Quan Liu (11) Jun-Yu Ma (8) Zhenhua Ling (8) Chongyang Tao (7) Nanyun Peng (5) Xiaodan Zhu (5) Hao-Xiang Xu (4) Ningyu Zhang (4) Chao-Hong Tan (4)

Keywords

large language model (7) multi-party conversation (7) dialogue system (6) response selection (5) speaker identification (5) knowledge editing (4) named entity recognition (4) retrieval-based chatbot (3) pre-trained language model (3) text generation (3) dialogue understanding (2) in-context learning (2) matching network (2) sequential editing (2) multi-hop reasoning (2) heterogeneous graph (2) evaluation metric (2) model editing (2) knowledge distillation (2) zero-shot learning (2)

Papers

Multiplicative Orthogonal Sequential Editing for Language Models AAAI 2026

Can Editing LLMs Inject Harm? AAAI 2026

Constraining Sequential Model Editing with Editing Anchor Compression NAACL 2025

BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression NAACL 2025

Perturbation-Restrained Sequential Model Editing ICLR 2025

Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection ICLR 2025

MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models ICLR 2025

MISP-Meeting: A Real-World Dataset with Multimodal Cues for Long-form Meeting Transcription and Summarization ACL 2025

CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners EMNLP 2025

Leveraging Large Language Models for NLG Evaluation: Advances and Challenges EMNLP 2024

X-ACE: Explainable and Multi-factor Audio Captioning Evaluation ACL 2024

Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation EMNLP 2024

Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue EMNLP 2024

Knowledge Mechanisms in Large Language Models: A Survey and Perspective EMNLP 2024

Neighboring Perturbations of Knowledge Editing on Large Language Models ICML 2024

Is ChatGPT a Good Multi-Party Conversation Solver? EMNLP 2023

Learning WHO Saying WHAT to WHOM in Multi-Party Conversations AACL 2023

USTC-NELSLIP at SemEval-2023 Task 2: Statistical Construction and Dual Adaptation of Gazetteer for Multilingual Complex NER SEMEVAL 2023

USTC-NELSLIP at SemEval-2023 Task 2: Statistical Construction and Dual Adaptation of Gazetteer for Multilingual Complex NER ACL 2023

GIFT: Graph-Induced Fine-Tuning for Multi-Party Conversation Understanding ACL 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

TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge ACL 2022

Conversation- and Tree-Structure Losses for Dialogue Disentanglement ACL 2022

Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022

Who Says What to Whom: A Survey of Multi-Party Conversations IJCAI 2022

HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations ACL 2022

MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding IJCNLP 2021

MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding ACL 2021

Detecting Speaker Personas from Conversational Texts EMNLP 2021

Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots EMNLP 2020

End-to-End Transition-Based Online Dialogue Disentanglement IJCAI 2020

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots IJCNLP 2019

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots EMNLP 2019