Xianpei Han

发表

CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark

Xiaodong He, Xiaodong He, Xuancheng Huang, 2021, ArXiv.

Bridging the Gap between Reality and Ideality of Entity Matching: A Revisiting and Benchmark Re-Construction

Le Sun, Hui Chen, Feiyu Xiong, 2022, ArXiv.

Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases

Meng Liao, Xianpei Han, Le Sun, 2021, ACL.

From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding

Fan Yang, Bo Chen, Xianpei Han, 2021, ACL.

Few-shot Named Entity Recognition with Self-describing Networks

Le Sun, Xianpei Han, Qing Liu, 2022, ACL.

The Life Cycle of Knowledge in Big Language Models: A Survey

Le Sun, Boxi Cao, Xianpei Han, 2023, Mach. Intell. Res..

Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View

Le Sun, Boxi Cao, Xianpei Han, 2022, ACL.

From Discourse to Narrative: Knowledge Projection for Event Relation Extraction pdf

Meng Liao, Weijian Xie, Xianpei Han, 2021, ACL.

ChatGPT Is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models

Le Sun, Ben He, Xianpei Han, 2023, LREC.

Universal Information Extraction as Unified Semantic Matching

Le Sun, Wei Jia, Dai Dai, 2023, AAAI.

Unified Structure Generation for Universal Information Extraction

Le Sun, Dai Dai, Xinyan Xiao, 2022, ACL.

Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction pdf

Meng Liao, Xianpei Han, Le Sun, 2021, ACL.

Pre-training to Match for Unified Low-shot Relation Extraction

Le Sun, Boxi Cao, Xianpei Han, 2022, ACL.

Learning In-context Learning for Named Entity Recognition

Le Sun, Wei Jia, Dai Dai, 2023, arXiv.org.

Incorporating Ranking Context for End-to-End BERT Re-ranking

Le Sun, Kai Hui, Ben He, 2022, ECIR.

Harvesting Event Schemas from Large Language Models

Le Sun, Zhuoqun Li, Xianpei Han, 2023, ArXiv.

Co-BERT: A Context-Aware BERT Retrieval Model Incorporating Local and Query-specific Context pdf

Zheng Ye, Kai Hui, Ben He, 2021, ArXiv.

A Drop of Ink may Make a Million Think: The Spread of False Information in Large Language Models

Le Sun, Ben He, Xianpei Han, 2023, ArXiv.

Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models

Le Sun, Boxi Cao, Xianpei Han, 2023, LREC.

Bridging the Gap between Language Model and Reading Comprehension: Unsupervised MRC via Self-Supervision pdf

Ben He, Bo Chen, Xianpei Han, 2021, ArXiv.

A Drop of Ink Makes a Million Think: The Spread of False Information in Large Language Models

Le Sun, Ben He, Xianpei Han, 2023, ArXiv.

Contextualized query expansion via unsupervised chunk selection for text retrieval

Kai Hui, Ben He, Xianpei Han, 2021, Inf. Process. Manag..

Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention pdf

Xianpei Han, Le Sun, Hongyu Lin, 2021, EMNLP.

De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention pdf

Wenkai Zhang, Xianpei Han, Le Sun, 2021, ACL.

Element Intervention for Open Relation Extraction pdf

Xianpei Han, Le Sun, Lingyong Yan, 2021, ACL.

Progressive Adversarial Learning for Bootstrapping: A Case Study on Entity Set Expansion pdf

Xianpei Han, Le Sun, Lingyong Yan, 2021, EMNLP.

Learning In-context Learning for Named Entity Recognition

Le Sun, Wei Jia, Dai Dai, 2023, ACL.

Dialogue Rewriting via Skeleton-Guided Generation

Le Sun, Bin Wang, Xianpei Han, 2023, AAAI.

Fine-grained Entity Typing via Label Reasoning pdf

Hua Wu, Xianpei Han, Le Sun, 2021, EMNLP.

Semantic-aware Contrastive Learning for More Accurate Semantic Parsing

Le Sun, Xianpei Han, Shan Wu, 2023, EMNLP.

From Learning-to-Match to Learning-to-Discriminate:Global Prototype Learning for Few-shot Relation Classification

Dai Dai, Xianpei Han, Le Sun, 2021, CCL.

Benchmarking Large Language Models in Retrieval-Augmented Generation

Le Sun, Xianpei Han, Hongyu Lin, 2023, ArXiv.

Hierarchical Matching Network for Heterogeneous Entity Resolution

Le Sun, Cheng Fu, Xianpei Han, 2020, IJCAI.

Toward Unified Controllable Text Generation via Regular Expression Instruction

Le Sun, Xianpei Han, Hongyu Lin, 2023, ArXiv.

ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases

Le Sun, Ziliang Deng, Boxi Cao, 2023, ArXiv.

Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting

Le Sun, Ben He, Xianpei Han, 2023, ArXiv.

Toward Unified Controllable Text Generation via Regular Expression Instruction

Le Sun, Xianpei Han, Hongyu Lin, 2023, IJCNLP.

DBCopilot: Scaling Natural Language Querying to Massive Databases

Le Sun, Xiaoyang Chen, Xianpei Han, 2023, ArXiv.

AI for social science and social science of AI: A Survey

Le Sun, Xianpei Han, Hongyu Lin, 2024, Information Processing & Management.

A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land?

Le Sun, Zhicheng Wei, Xianpei Han, 2020, EMNLP.

Self-Retrieval: Building an Information Retrieval System with One Large Language Model

Le Sun, Ben He, Cheng Fu, 2024, ArXiv.

Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation

Le Sun, Boxi Cao, Xianpei Han, 2024, ArXiv.

Learning or Self-aligning? Rethinking Instruction Fine-tuning

Le Sun, Boxi Cao, Xianpei Han, 2024, ArXiv.

Academically intelligent LLMs are not necessarily socially intelligent

Le Sun, Xianpei Han, Hongyu Lin, 2024, ArXiv.

Ambiguous Learning from Retrieval: Towards Zero-shot Semantic Parsing

Le Sun, Guanglu Wan, Cao Liu, 2023, ACL.

Contrastive Distant Supervision for Debiased and Denoised Machine Reading Comprehension

Le Sun, Ben He, Xianpei Han, 2023, EMNLP.

Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic

Le Sun, Boxi Cao, Xianpei Han, 2024, ArXiv.

Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching

Le Sun, Xiaoyang Chen, Xianpei Han, 2024, ArXiv.