Information Extraction

Media Attitude Detection via Framing Analysis with Events and their Relations EMNLP 2024 MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities AAAI 2024 Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP 2024 MuST: Robust Image Watermarking for Multi-Source Tracing AAAI 2024 OEE-CFC: A Dataset for Open Event Extraction from Chinese Financial Commentary EMNLP 2024 Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking ACL 2024 PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming ACL 2024 RealVul: Can We Detect Vulnerabilities in Web Applications with LLM? EMNLP 2024 Scented-EAE: Stage-Customized Entity Type Embedding for Event Argument Extraction ACL 2024 SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents EMNLP 2024 Text2DB: Integration-Aware Information Extraction with Large Language Model Agents ACL 2024 The Manga Whisperer: Automatically Generating Transcriptions for Comics CVPR 2024 The State of Relation Extraction Data Quality: Is Bigger Always Better? ACL 2024 Topic-Oriented Open Relation Extraction with A Priori Seed Generation EMNLP 2024 Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever ACL 2024 ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement ACL 2024 Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024 Who Wrote When? Author Diarization in Social Media Discussions EMNLP 2024 A Compare-and-contrast Multistage Pipeline for Uncovering Financial Signals in Financial Reports ACL 2023 Actively Supervised Clustering for Open Relation Extraction ACL 2023 Adaptive Ordered Information Extraction with Deep Reinforcement Learning ACL 2023 Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching EMNLP 2023 Artificial Intelligence at the Service of Society to Analyse Human Arguments AAAI 2023 Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations ACL 2023 Boosting Event Extraction with Denoised Structure-to-Text Augmentation ACL 2023