TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale
Comments NAACL'24
作者
Jiawei Han
Data Mining
ILCiteR: Evidence-grounded Interpretable Local Citation Recommendation
Comments LREC-COLING 2024
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy
Comments TheWebConf'24
Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains
Comments 9 pages; Accepted to AAAI 2024 (Code: https://github.com/yuzhimanhua/SEType)
GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models
Structured Chemistry Reasoning with Large Language Models
Comments Work in progress
Similarity-based Neighbor Selection for Graph LLMs
Investigating Data Contamination for Pre-training Language Models
Comments 16 pages, 5 figures
SCStory: Self-supervised and Continual Online Story Discovery
Comments Presented at WWW'23
RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor
Comments The first two authors contribute equally to this paper
MART: Improving LLM Safety with Multi-round Automatic Red-Teaming
Don't Make Your LLM an Evaluation Benchmark Cheater
Comments 11 pages
GLEN: General-Purpose Event Detection for Thousands of Types
Comments Accepted to EMNLP 2023. The first two authors contributed equally. (16 pages)
MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities
Comments Code: https://github.com/pkargupta/MEGClass/
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation
Comments EMNLP 2023. Code and data are available at https://github.com/WadeYin9712/Dynosaur
Instruct and Extract: Instruction Tuning for On-Demand Information Extraction
Comments EMNLP 2023
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers
Comments 12 pages; Accepted to KDD 2023 (Code: https://github.com/yuzhimanhua/FUTEX)
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study
Comments 11 pages; Accepted to WWW 2023
Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification
Comments 12 pages; Accepted to WWW 2022
MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information
Comments 11 pages; Accepted to WSDM 2022
MATCH: Metadata-Aware Text Classification in A Large Hierarchy
Comments 12 pages; Accepted to WWW 2021; Some typos fixed
Hierarchical Metadata-Aware Document Categorization under Weak Supervision
Comments 9 pages; Accepted to WSDM 2021
Minimally Supervised Categorization of Text with Metadata
Comments 10 pages; Accepted to SIGIR 2020; Some typos fixed
HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories
Comments 10 pages; Accepted to ICDM 2019; Some typos fixed
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training
Comments Accepted to EMNLP 2023 Main Conference
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions
Comments EMNLP 2023
Ontology Enrichment for Effective Fine-grained Entity Typing
Understanding the Difficulty of Training Transformers
Comments EMNLP 2020
TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification
Comments Accepted to ACL 2023. 19 pages with appendix
