Information Extraction

Entity Alignment with Noisy Annotations from Large Language Models NeurIPS 2024 Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia EMNLP 2024 Entity Linking in the Job Market Domain EACL 2024 Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction EMNLP 2024 Episodic Memory Retrieval from LLMs: A Neuromorphic Mechanism to Generate Commonsense Counterfactuals for Relation Extraction ACL 2024 ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases EMNLP 2024 Evaluating Generative Language Models in Information Extraction as Subjective Question Correction COLING 2024 Evaluating Language Models in Location Referring Expression Extraction from Early Modern and Contemporary Japanese Texts EMNLP 2024 Event-Arguments Extraction Corpus and Modeling using BERT for Arabic ACL 2024 Event Extraction in Basque: Typologically Motivated Cross-Lingual Transfer-Learning Analysis COLING 2024 EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs COLING 2024 Event-Keyed Summarization EMNLP 2024 EventNet-ITA: Italian Frame Parsing for Events EACL 2024 Explicating the Implicit: Argument Detection Beyond Sentence Boundaries ACL 2024 Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments EMNLP 2024 Exploring Language Models to Analyze Market Demand Sentiments from News ACL 2024 Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction EMNLP 2024 Extracting Epilepsy Patient Data with Llama 2 ACL 2024 Extracting Polymer Nanocomposite Samples from Full-Length Documents ACL 2024 Extracting position titles from unstructured historical job advertisements EMNLP 2024 Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods COLING 2024 FalAI: A Dataset for End-to-end Spoken Language Understanding in a Low-Resource Scenario COLING 2024 FAMuS: Frames Across Multiple Sources NAACL 2024 Fast Evidence Extraction for Grounded Language Model Outputs EMNLP 2024 FCDS: Fusing Constituency and Dependency Syntax into Document-Level Relation Extraction COLING 2024