Artificial Intelligence › Core AI ›

Information Extraction

362 directly classified papers

Papers per year

Papers

Continual Relation Extraction via Sequential Multi-Task Learning AAAI 2024

CFEVER: A Chinese Fact Extraction and VERification Dataset AAAI 2024

Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding AAAI 2024

Automated Defect Report Generation for Enhanced Industrial Quality Control AAAI 2024

RealVul: Can We Detect Vulnerabilities in Web Applications with LLM? EMNLP 2024

Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP 2024

Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction EMNLP 2024

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

The Manga Whisperer: Automatically Generating Transcriptions for Comics CVPR 2024

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

Integrating Structural Semantic Knowledge for Enhanced Information Extraction Pre-training EMNLP 2024

Who Wrote When? Author Diarization in Social Media Discussions EMNLP 2024

Topic-Oriented Open Relation Extraction with A Priori Seed Generation EMNLP 2024

Argument-Aware Approach To Event Linking ACL 2024

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

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

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

Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking ACL 2024

Knowledge Graph Extraction from Total Synthesis Documents ACL 2024

Text2DB: Integration-Aware Information Extraction with Large Language Model Agents 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

Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever ACL 2024

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