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Information Extraction

3209 directly classified papers

Papers per year

Papers

Where on Earth Do Users Say They Are?: Geo-Entity Linking for Noisy Multilingual User Input NAACL 2024
Visually Guided Generative Text-Layout Pre-training for Document Intelligence NAACL 2024
LayoutPointer: A Spatial-Context Adaptive Pointer Network for Visual Information Extraction NAACL 2024
Separation and Fusion: A Novel Multiple Token Linking Model for Event Argument Extraction NAACL 2024
Targeted Augmentation for Low-Resource Event Extraction NAACL 2024
MOKA: Moral Knowledge Augmentation for Moral Event Extraction NAACL 2024
Schema-Driven Information Extraction from Heterogeneous Tables EMNLP 2024
MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection NAACL 2024
C-ICL: Contrastive In-context Learning for Information Extraction EMNLP 2024
Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases EMNLP 2024
UTSA-NLP at ChemoTimelines 2024: Evaluating Instruction-Tuned Language Models for Temporal Relation Extraction NAACL 2024
QAEVENT: Event Extraction as Question-Answer Pairs Generation EACL 2024
Infrrd.ai at SemEval-2024 Task 7: RAG-based end-to-end training to generate headlines and numbers NAACL 2024
Beyond the Numbers: Transparency in Relation Extraction Benchmark Creation and Leaderboards EMNLP 2024
A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction EMNLP 2024
Learning to Generate Rules for Realistic Few-Shot Relation Classification: An Encoder-Decoder Approach EMNLP 2024
Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data EACL 2024
Projecting Annotations for Discourse Relations: Connective Identification for Low-Resource Languages EACL 2024
Media Attitude Detection via Framing Analysis with Events and their Relations EMNLP 2024
MIT-KEC-NLP@DravidianLangTech-EACL 2024: Offensive Content Detection in Kannada and Kannada-English Mixed Text Using Deep Learning Techniques EACL 2024
Overview of the MEDIQA-CORR 2024 Shared Task on Medical Error Detection and Correction NAACL 2024
ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases EMNLP 2024
Wonder at Chemotimelines 2024: MedTimeline: An End-to-End NLP System for Timeline Extraction from Clinical Narratives NAACL 2024
Overview of the 2024 Shared Task on Chemotherapy Treatment Timeline Extraction NAACL 2024
IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task on the Shoulders of Medical Agents NAACL 2024