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Information Extraction

3,266 papers

Papers per year

323
490
'20
'25

Papers

Jupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search AAAI 2026
Query-Efficient Domain Knowledge Stealing Against Large Language Models AAAI 2026
ZipLJP: Zipped Information Processor for Legal Judgment Prediction AAAI 2026
Confidence Estimation for Text-to-SQL in Large Language Models AAAI 2026
GSAP-ERE: Fine-Grained Scholarly Entity and Relation Extraction Focused on Machine Learning AAAI 2026
LLaVA-MS-PIT: Multi-Modal Schema-Guided Progressive Instruction Tuning for Multi-Modal Event Extraction AAAI 2026
Reflect Then Learn: Active Prompting for Information Extraction Guided by Introspective Confusion AAAI 2026
Semantics-Preserving Adversarial Attacks on Event-Driven Stock Prediction Models AAAI 2026
MHB: Medical Hallucination Benchmark for Large Language Models in Complex Clinical Tasks AAAI 2026
A Deployed Investigative AI Search Engine for Combating Human Trafficking at Web Scale AAAI 2026
Layout-Aware Document Parsing with Visual-Linguistic Fusion: The DATA-LUX with Academic Content Service Provider AAAI 2026
An Explanation-Based Classroom Response System for Real-Time Analysis of Undergraduate Students’ Natural Language Explanations AAAI 2026
ARGUS: Towards End-to-End Argument Mining with Large Language Models AAAI 2026
Wikontic: A Tool for Building Knowledge Graphs from Text Aligned with the Wikidata Ontology AAAI 2026
Docora: A System for Interactive Knowledge Extraction and Visualization from Scientific PDFs AAAI 2026
ProEthica: A Professional Role Based Ethical Analysis Tool Using LLM-Orchestrated, Ontology Supported Case Based Reasoning AAAI 2026
CHIMERA: A Knowledge Base of Scientific Idea Recombinations for Research Analysis and Ideation ACL 2026
APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation ACL 2026
PII-Bench: Evaluating Query-Aware Privacy Protection Systems ACL 2026
CEDAR: A Chinese Evaluation Dataset for Computational Argumentation ACL 2026
EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain ACL 2026
UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents ACL 2026
Text2Tabular – Reconstructing Tabular Research Data from Scientific Publications ACL 2026
arXiv2Table: Toward Realistic Benchmarking and Evaluation for LLM-Based Literature-Review Table Generation ACL 2026
Why Do Emotions Change? Appraisal-Guided Reasoning for Emotion–Cause Triplet Extraction in Conversations ACL 2026