Information Extraction

Leveraging LLM For Synchronizing Information Across Multilingual Tables NAACL 2025 Leveraging Machine-Generated Data for Joint Intent Detection and Slot Filling in Bangla: A Resource-Efficient Approach COLING 2025 Leveraging Product Catalog Patterns for Multilingual E-commerce Product Attribute Prediction EMNLP 2025 Leveraging the Power of Large Language Models in Entity Linking via Adaptive Routing and Targeted Reasoning EMNLP 2025 LexTime: A Benchmark for Temporal Ordering of Legal Events EMNLP 2025 Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments ACL 2025 Linking Language-based Distortion Detection to Mental Health Outcomes NAACL 2025 LIP-NER: Literal Patterns Benefit LLM-Based NER ACL 2025 LIST: Linearly Incremental SQL Translator for Single-Hop Reasoning, Generation and Verification ACL 2025 LLM4RE: A Data-centric Feasibility Study for Relation Extraction COLING 2025 LLM as Entity Disambiguator for Biomedical Entity-Linking ACL 2025 LLM-Based Web Data Collection for Research Dataset Creation EMNLP 2025 LLM Driven Legal Text Analytics: A Case Study For Food Safety Violation Cases AACL 2025 LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025 LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025 Logic Induced High-Order Reasoning Network for Event-Event Relation Extraction AAAI 2025 LogRules: Enhancing Log Analysis Capability of Large Language Models through Rules NAACL 2025 Looking at the Unseen: Effective Sampling of Non-Related Propositions for Argument Mining COLING 2025 Lost in Variation: An Unsupervised Methodology for Mining Lexico-syntactic Patterns in Middle Arabic Texts COLING 2025 LUCE: A Dynamic Framework and Interactive Dashboard for Opinionated Text Analysis COLING 2025 M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking AAAI 2025 MA-COIR: Leveraging Semantic Search Index and Generative Models for Ontology-Driven Biomedical Concept Recognition ACL 2025 MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL AAAI 2025 Mahānāma: A Unique Testbed for Literary Entity Discovery and Linking EMNLP 2025 Map&Make: Schema Guided Text to Table Generation ACL 2025