Information Extraction

Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction EMNLP 2023 Probing Graph Decomposition for Argument Pair Extraction ACL 2023 Probing Representations for Document-level Event Extraction EMNLP 2023 PromptNER: Prompt Locating and Typing for Named Entity Recognition ACL 2023 Prompts Can Play Lottery Tickets Well: Achieving Lifelong Information Extraction via Lottery Prompt Tuning ACL 2023 Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization CVPR 2023 PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition ACL 2023 PV2TEA: Patching Visual Modality to Textual-Established Information Extraction ACL 2023 QA Is the New KR: Question-Answer Pairs as Knowledge Bases AAAI 2023 Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling ACL 2023 QueryForm: A Simple Zero-shot Form Entity Query Framework ACL 2023 Question Decomposition Tree for Answering Complex Questions over Knowledge Bases AAAI 2023 Quote Detection: A New Task and Dataset for NLP EACL 2023 RadGraph2: Modeling Disease Progression in Radiology Reports via Hierarchical Information Extraction MLHC 2023 RaLEs: a Benchmark for Radiology Language Evaluations NeurIPS 2023 ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision ACL 2023 Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction EMNLP 2023 Reasoning Makes Good Annotators : An Automatic Task-specific Rules Distilling Framework for Low-resource Relation Extraction EMNLP 2023 Recall, Expand, and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing ACL 2023 Record Deduplication for Entity Distribution Modeling in ASR Transcripts Interspeech 2023 REDFM: a Filtered and Multilingual Relation Extraction Dataset ACL 2023 Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision EACL 2023 RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction ACL 2023 RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor EMNLP 2023 Resolving Elliptical Compounds in German Medical Text ACL 2023