Information Extraction

ConTempo: A Unified Temporally Contrastive Framework for Temporal Relation Extraction ACL 2024 Continual Few-shot Relation Extraction via Adaptive Gradient Correction and Knowledge Decomposition ACL 2024 Continual Relation Extraction via Sequential Multi-Task Learning AAAI 2024 Contrastive Entity Coreference and Disambiguation for Historical Texts EMNLP 2024 CReSE: Benchmark Data and Automatic Evaluation Framework for Recommending Eligibility Criteria from Clinical Trial Information EACL 2024 Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective EMNLP 2024 Cross-type French Multiword Expression Identification with Pre-trained Masked Language Models COLING 2024 CSIRO at Context24: Contextualising Scientific Figures and Tables in Scientific Literature ACL 2024 Curation of Benchmark Templates for Measuring Gender Bias in Named Entity Recognition Models COLING 2024 DANCER: Entity Description Augmented Named Entity Corrector for Automatic Speech Recognition COLING 2024 Dataset of Quotation Attribution in German News Articles COLING 2024 DataTales: A Benchmark for Real-World Intelligent Data Narration EMNLP 2024 Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction EMNLP 2024 De-Identification of Sensitive Personal Data in Datasets Derived from IIT-CDIP EMNLP 2024 DEIE: Benchmarking Document-level Event Information Extraction with a Large-scale Chinese News Dataset COLING 2024 Demonstration Retrieval-Augmented Generative Event Argument Extraction COLING 2024 Dependency Structure-Enhanced Graph Attention Networks for Event Detection AAAI 2024 Detecting Bugs with Substantial Monetary Consequences by LLM and Rule-based Reasoning NeurIPS 2024 DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NeurIPS 2024 Dissecting Biases in Relation Extraction: A Cross-Dataset Analysis on People’s Gender and Origin ACL 2024 Distantly-Supervised Joint Extraction with Noise-Robust Learning ACL 2024 Distill, Fuse, Pre-train: Towards Effective Event Causality Identification with Commonsense-Aware Pre-trained Model COLING 2024 Divide and Conquer: Legal Concept-guided Criminal Court View Generation EMNLP 2024 DocEE-zh: A Fine-grained Benchmark for Chinese Document-level Event Extraction EMNLP 2024 Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering EMNLP 2024