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Information Extraction

362 directly classified papers

Papers per year

Papers

REVISE: A Framework for Revising OCRed text in Practical Information Systems with Data Contamination Strategy ACL 2025

Text-Guided Fine-grained Counterfactual Inference for Short Video Fake News Detection AAAI 2025

Tracking Green Industrial Policies with LLMs: A Demonstration ACL 2025

SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025

From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025

Automated Defect Report Generation for Enhanced Industrial Quality Control AAAI 2024

MuST: Robust Image Watermarking for Multi-Source Tracing AAAI 2024

Bridging the Gap between Source Code and Requirements Using GPT (Student Abstract) AAAI 2024

Box2Poly: Memory-Efficient Polygon Prediction of Arbitrarily Shaped and Rotated Text AAAI 2024

Continual Relation Extraction via Sequential Multi-Task Learning AAAI 2024

CSIRO at Context24: Contextualising Scientific Figures and Tables in Scientific Literature ACL 2024

Knowledge Graph Extraction from Total Synthesis Documents ACL 2024

The State of Relation Extraction Data Quality: Is Bigger Always Better? ACL 2024

CFEVER: A Chinese Fact Extraction and VERification Dataset AAAI 2024

ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement ACL 2024

Argument-Aware Approach To Event Linking ACL 2024

PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming ACL 2024

“Gotta catch ‘em all!”: Retrieving people in Ancient Greek texts combining transformer models and domain knowledge ACL 2024

An end-to-end entity recognition and disambiguation framework for identifying Author Affiliation from literature publications ACL 2024

AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024

Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking ACL 2024

ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction ACL 2024

An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements ACL 2024

Scented-EAE: Stage-Customized Entity Type Embedding for Event Argument Extraction ACL 2024

ITAKE: Interactive Unstructured Text Annotation and Knowledge Extraction System with LLMs and ModelOps ACL 2024