Information Extraction

RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable Questions ACL 2024 Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction AAAI 2024 REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking NAACL 2024 RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction ACL 2024 Sample Design Engineering: An Empirical Study on Designing Better Fine-Tuning Samples for Information Extraction with LLMs EMNLP 2024 Schema-based Data Augmentation for Event Extraction COLING 2024 Schema-Driven Information Extraction from Heterogeneous Tables EMNLP 2024 SciDMT: A Large-Scale Corpus for Detecting Scientific Mentions COLING 2024 SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents EMNLP 2024 SDG target detection in environmental reports using Retrieval-augmented Generation with LLMs ACL 2024 SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation EMNLP 2024 Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection MLHC 2024 Self-Augmented In-Context Learning for Unsupervised Word Translation ACL 2024 Semantic Frame Extraction in Multilingual Olfactory Events COLING 2024 SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes SemEval 2024 SENSE-LM : A Synergy between a Language Model and Sensorimotor Representations for Auditory and Olfactory Information Extraction EACL 2024 Separation and Fusion: A Novel Multiple Token Linking Model for Event Argument Extraction NAACL 2024 SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding AAAI 2024 Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles ACL 2024 Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access ACL 2024 Soft Measures for Extracting Causal Collective Intelligence EMNLP 2024 SPACE-IDEAS: A Dataset for Salient Information Detection in Space Innovation COLING 2024 Spanless Event Annotation for Corpus-Wide Complex Event Understanding COLING 2024 SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation NeurIPS 2024 SRCB at #SMM4H 2024: Making Full Use of LLM-based Data Augmentation in Adverse Drug Event Extraction and Normalization ACL 2024