conftrace_

information extraction

1,030 papers

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Also known as

IE

Co-occurring keywords · papers mentioning both

named entity recognition (284) large language model (180) relation extraction (136) text classification (120) knowledge graph (86) event extraction (76) natural language processing (69) question answering (59) text mining (52) entity extraction (48)

Papers

Problem Solved? Information Extraction Design Space for Layout-Rich Documents using LLMs EMNLP 2025 READoc: A Unified Benchmark for Realistic Document Structured Extraction ACL 2025 Relation-Rich Visual Document Generator for Visual Information Extraction CVPR 2025 Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction EMNLP 2025 Robust Table Information Extraction from Sustainability Reports: A Time-Aware Hybrid Two-Step Approach ACL 2025 RuCCoD: Towards Automated ICD Coding in Russian EMNLP 2025 SciEvent: Benchmarking Multi-domain Scientific Event Extraction EMNLP 2025 SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025 SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types ACL 2025 Selecting and Merging: Towards Adaptable and Scalable Named Entity Recognition with Large Language Models ACL 2025 Semantic Outlier Removal with Embedding Models and LLMs ACL 2025 SemEval 2025 Task 10: Multilingual Characterization and Extraction of Narratives from Online News SemEval 2025 Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts EMNLP 2025 SLOT: Structuring the Output of Large Language Models EMNLP 2025 SMARTMiner: Extracting and Evaluating SMART Goals from Low-Resource Health Coaching Notes EMNLP 2025 Source Attribution for Large Language Models IJCNLP 2025 Spatial relation marking across languages: extraction, evaluation, analysis CoNLL 2025 SpecialtyScribe: Enhancing SOAP note Scribing for Medical Specialties using LLM’s NAACL 2025 SpeechEE@XLLM25: Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction ACL 2025 SQUiD: Synthesizing Relational Databases from Unstructured Text EMNLP 2025 Storybranch - generating multimedia content from novels NAACL 2025 Structured Information Extraction from Nepali Scanned Documents using Layout Transformer and LLMs COLING 2025 Summary Factual Inconsistency Detection Based on LLMs Enhanced by Universal Information Extraction ACL 2025 Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text EMNLP 2025 Tapping into Social Media in Crisis: A Survey ACL 2025