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Information Extraction

3209 directly classified papers

Papers per year

Papers

Query-Efficient Domain Knowledge Stealing Against Large Language Models AAAI 2026
GSAP-ERE: Fine-Grained Scholarly Entity and Relation Extraction Focused on Machine Learning AAAI 2026
ClinicalTrialsHub: Bridging Registries and Literature for Comprehensive Clinical Trial Access EACL 2026
SCIR: A Self-Correcting Iterative Refinement Framework for Enhanced Information Extraction Based on Schema AAAI 2026
Extracting Events Like Code: A Multi-Agent Programming Framework for Zero-Shot Event Extraction AAAI 2026
RoSE: A Role Correlation Structure-Enhanced Model for Multi-Event Argument Extraction AAAI 2026
Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction AAAI 2026
Discovering Latent Facts from Context to Construct Richer Open Knowledge Graphs AAAI 2026
A Novel Retrieve-Read-Group Paradigm for Open Knowledge Base Canonicalization AAAI 2026
FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation AAAI 2026
NOTAM-Evolve: A Knowledge-Guided Self-Evolving Optimization Framework with LLMs for NOTAM Interpretation AAAI 2026
Confidence Estimation for Text-to-SQL in Large Language Models AAAI 2026
Wikontic: A Tool for Building Knowledge Graphs from Text Aligned with the Wikidata Ontology AAAI 2026
ProEthica: A Professional Role Based Ethical Analysis Tool Using LLM-Orchestrated, Ontology Supported Case Based Reasoning AAAI 2026
Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning AAAI 2026
A Graph-Augmented Liquid Neural Network for Extracting Food Hazards and Disease Outbreaks EACL 2026
Beyond Single Words: MWE Identification in Bioinformatics Research Articles and Dispersion Profiling Across IMRaD EACL 2026
ATOM: AdapTive and OptiMized dynamic temporal knowledge graph construction using LLMs EACL 2026
K-LegalDeID: A Benchmark Dataset and KLUEBERT-CRF for De-identification in Korean Court Judgments EACL 2026
Large Language Models as Oracles for Ontology Alignment EACL 2026
Boundary-Aware LLM Augmentation for Low-Resource Event Argument Extraction EACL 2026
SinhaLegal: A Benchmark Corpus for Information Extraction and Analysis in Sinhala Legislative Texts EACL 2026
Arabic Citation Parsing using Part of Speech and Named Entity Recognition EACL 2026
Linguistic Blind Spots in Clinical Decision Extraction EACL 2026
Generative Information Extraction from Biographical Sources EACL 2026