← Applications
Natural Language Processing › Applications ›

Information Extraction

3209 directly classified papers

Papers per year

Papers

Semantic Networks Extracted from Students’ Think-Aloud Data are Correlated with Students’ Learning Performance EMNLP 2025
How do LLMs’ Preferences Affect Event Argument Extraction? CAT: Addressing Preference Traps in Unsupervised EAE ACL 2025
Multimodal Large Language Models for Text-rich Image Understanding: A Comprehensive Review ACL 2025
Towards Effective Extraction and Evaluation of Factual Claims ACL 2025
Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning EMNLP 2025
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025
DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning EMNLP 2025
Learning First-Order Logic Rules for Argumentation Mining ACL 2025
Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing EMNLP 2025
Toward Reliable Clinical Coding with Language Models: Verification and Lightweight Adaptation EMNLP 2025
Logic Induced High-Order Reasoning Network for Event-Event Relation Extraction AAAI 2025
Tree-KG: An Expandable Knowledge Graph Construction Framework for Knowledge-intensive Domains ACL 2025
Transformer-Based Temporal Information Extraction and Application: A Review EMNLP 2025
Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts EMNLP 2025
Seeing the Same Story Differently: Framing‐Divergent Event Coreference for Computational Framing Analysis EMNLP 2025
ChartLens: Fine-grained Visual Attribution in Charts ACL 2025
MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL AAAI 2025
Leveraging Product Catalog Patterns for Multilingual E-commerce Product Attribute Prediction EMNLP 2025
Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach EMNLP 2025
Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge ACL 2025
Knowledge Graph Completion with Relation-Aware Anchor Enhancement AAAI 2025
DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations ACL 2025
Benchmarking Table Extraction: Multimodal LLMs vs Traditional OCR ACL 2025
Exploring Multimodal Relation Extraction of Hierarchical Tabular Data with Multi-task Learning ACL 2025
GLiREL - Generalist Model for Zero-Shot Relation Extraction NAACL 2025