Information Extraction

Advancing Event Causality Identification via Heuristic Semantic Dependency Inquiry Network EMNLP 2024 Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and Benchmark COLING 2024 A Hierarchical Network for Multimodal Document-Level Relation Extraction AAAI 2024 A Joint Framework with Heterogeneous-Relation-Aware Graph and Multi-Channel Label Enhancing Strategy for Event Causality Extraction AAAI 2024 AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024 AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries NeurIPS 2024 AnaDE1.0: A Novel Data Set for Benchmarking Analogy Detection and Extraction EACL 2024 An Annotated Dataset for Transformer-based Scholarly Information Extraction and Linguistic Linked Data Generation COLING 2024 An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction AAAI 2024 An end-to-end entity recognition and disambiguation framework for identifying Author Affiliation from literature publications ACL 2024 An Ensemble-of-Experts Framework for Rehearsal-free Continual Relation Extraction ACL 2024 An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery ACL 2024 AnnoCTR: A Dataset for Detecting and Linking Entities, Tactics, and Techniques in Cyber Threat Reports COLING 2024 A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models COLING 2024 An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records EMNLP 2024 A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling AAAI 2024 Arabic Diacritics in the Wild: Exploiting Opportunities for Improved Diacritization ACL 2024 AREEj: Arabic Relation Extraction with Evidence ACL 2024 A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder COLING 2024 Are LLMs Good Annotators for Discourse-level Event Relation Extraction? EMNLP 2024 Argument-Aware Approach To Event Linking ACL 2024 Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot Techniques ACL 2024 ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer Reviews ACL 2024 AR-NLU: A Framework for Enhancing Natural Language Understanding Model Robustness against ASR Errors Interspeech 2024 ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models EMNLP 2024