profile picture

Ningyu Zhang

model editing

large language model

pre-trained language model

relation extraction

knowledge editing

low-resource

knowledge

information extraction

large language models

event detection

benchmark

knowledge graph

named entity recognition

few-shot

ner

31

presentations

87

number of views

5

citations

SHORT BIO

Ningyu Zhang is an associate professor/doctoral supervisor at Zhejiang University, leading the group about KG and NLP technologies. His research interests include natural language processing, information extraction, and large language models. He has published many papers in top international academic conferences and journals such as Natural Machine Intelligence, Nature Communications, NeurIPS, ICLR, AAAI, IJCAI, WWW, KDD, SIGIR, ACL, ENNLP, NAACL, and IEEE/ACM Transactions on Audio Speech and Language. He has served as Area Chair for ACL 2023, ARR Action Editor, Senior Program Committee member for IJCAI 2023, Program Committee member for AAAI, NeurIPS, ICLR, WWW, SIGIR, KDD, ICML, AAAI, and reviewer for TKDE, TKDD.

Presentations

Exploring Human-AI Interaction: A Case Study on the Diplomacy Game

Shumin Deng and 3 other authors

Towards A Unified View of Answer Calibration for Multi-Step Reasoning

Shumin Deng and 3 other authors

AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning

Shuofei Qiao and 7 other authors

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models

Yixin Ou and 9 other authors

Detoxifying Large Language Models via Knowledge Editing

Mengru Wang and 9 other authors

Unified Hallucination Detection for Multimodal Large Language Models

Xiang Chen and 9 other authors

Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View

Jintian Zhang and 5 other authors

IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus

Honghao Gui and 6 other authors

OceanGPT: A Large Language Model for Ocean Science Tasks

Zhen Bi and 6 other authors

EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models

Peng Wang and 13 other authors

Making Language Models Better Tool Learners with Execution Feedback

Shuofei Qiao and 5 other authors

When Do Program-of-Thought Works for Reasoning?

Zhen Bi and 5 other authors

Existence Is Chaos: Enhancing 3D Human Motion Prediction with Uncertainty Consideration

Zhihao Wang and 5 other authors

Editing Language Model-Based Knowledge Graph Embeddings

Siyuan Cheng and 5 other authors

Editing Large Language Models: Problems, Methods, and Opportunities | VIDEO

Yunzhi Yao and 7 other authors

Knowledge Rumination for Pre-trained Language Models

Yunzhi Yao and 6 other authors