information extraction

1071 papers

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Also known as

VIE OIE IE WIE

Co-occurring keywords

named entity recognition (2801) large language model (12755) relation extraction (915) text classification (6776) knowledge graph (1795) event extraction (389) natural language processing (2027) question answering (2904) text mining (298) entity extraction (257)

Papers

MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution NAACL 2024

Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access ACL 2024

The Effects of Data Quality on Named Entity Recognition EACL 2024

Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards EMNLP 2024

Development of a Benchmark Corpus for Medical Device Adverse Event Detection COLING 2024

Climate Policy Transformer: Utilizing NLP to track the coherence of Climate Policy Documents in the Context of the Paris Agreement ACL 2024

Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction EMNLP 2024

KnowledgeHub: An End-to-End Tool for Assisted Scientific Discovery IJCAI 2024

Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction ACL 2024

Hunt for Buried Treasures: Extracting Unclaimed Embodiments from Patent Specifications ACL 2023

Environmental Claim Detection ACL 2023

Findings of the Second Shared Task on Multilingual Coreference Resolution EMNLP 2023

ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision ACL 2023

RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction EMNLP 2023

K-pop and fake facts: from texts to smart alerting for maritime security ACL 2023

PIVOINE: Instruction Tuning for Open-world Entity Profiling EMNLP 2023

BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance EMNLP 2023

AniEE: A Dataset of Animal Experimental Literature for Event Extraction EMNLP 2023

Prompts Can Play Lottery Tickets Well: Achieving Lifelong Information Extraction via Lottery Prompt Tuning ACL 2023

Annotating Research Infrastructure in Scientific Papers: An NLP-driven Approach ACL 2023

On Event Individuation for Document-Level Information Extraction EMNLP 2023

Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! EMNLP 2023

Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning EMNLP 2023

GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets EMNLP 2023

Easy-to-Hard Learning for Information Extraction ACL 2023