{"total":27,"rows":[{"id":"2502.16377","title":"Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines","created":"2025-02-22","cited_by_count":18,"area":null},{"id":"2408.09070","title":"CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts","created":"2024-08-17","cited_by_count":10,"area":null},{"id":"2411.03884","title":"Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models","created":"2024-11-06","cited_by_count":9,"area":null},{"id":"2505.09777","title":"A Survey on Large Language Models in Multimodal Recommender Systems","created":"2025-05-14","cited_by_count":7,"area":null},{"id":"2406.11192","title":"Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition","created":"2024-06-17","cited_by_count":5,"area":null},{"id":"2409.11673","title":"RUIE: Retrieval-based Unified Information Extraction using Large Language Model","created":"2024-09-18","cited_by_count":3,"area":null},{"id":"2411.04794","title":"KnowCoder-X: Boosting Multilingual Information Extraction via Code","created":"2024-11-07","cited_by_count":3,"area":null},{"id":"2502.15499","title":"Scale-Distribution Decoupling: Enabling Stable and Effective Training of Large Language Models","created":"2025-02-21","cited_by_count":3,"area":null},{"id":"2506.01276","title":"Schema as Parameterized Tools for Universal Information Extraction","created":"2025-06-02","cited_by_count":3,"area":null},{"id":"2506.22813","title":"Selecting and Merging: Towards Adaptable and Scalable Named Entity Recognition with Large Language Models","created":"2025-06-28","cited_by_count":3,"area":null},{"id":"2404.19744","title":"PrivComp-KG : Leveraging Knowledge Graph and Large Language Models for Privacy Policy Compliance Verification","created":"2024-04-30","cited_by_count":2,"area":null},{"id":"2503.02628","title":"Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction","created":"2025-03-04","cited_by_count":2,"area":null},{"id":"2505.16107","title":"MPL: Multiple Programming Languages with Large Language Models for Information Extraction","created":"2025-05-22","cited_by_count":2,"area":null},{"id":"2601.18014","title":"A System for Name and Address Parsing with Large Language Models","created":"2026-01-25","cited_by_count":2,"area":null},{"id":"2406.14075","title":"EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain","created":"2024-06-20","cited_by_count":1,"area":null},{"id":"2502.12614","title":"Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction","created":"2025-02-18","cited_by_count":1,"area":null},{"id":"2503.03201","title":"Towards Robust Universal Information Extraction: Benchmark, Evaluation, and Solution","created":"2025-03-05","cited_by_count":1,"area":null},{"id":"2507.06450","title":"A Semantic Parsing Framework for End-to-End Time Normalization","created":"2025-07-08","cited_by_count":1,"area":null},{"id":"2610.02949","title":"Enhancing Biomedical Named Entity Recognition via Multiple Programming Languages Instruction Tuning and Ensemble Method","created":"2026-10-02","cited_by_count":1,"area":null},{"id":"2506.21585","title":"Evaluation of LLM-based Strategies for the Extraction of Food Product Information from Online Shops","created":"2025-06-17","cited_by_count":0,"area":null},{"id":"2511.12630","title":"Knots: A Large-Scale Multi-Agent Enhanced Expert-Annotated Dataset and LLM Prompt Optimization for NOTAM Semantic Parsing","created":"2025-11-16","cited_by_count":0,"area":null},{"id":"2603.20781","title":"Code-MIE: A Code-style Model for Multimodal Information Extraction with Scene Graph and Entity Attribute Knowledge Enhancement","created":"2026-03-21","cited_by_count":0,"area":null},{"id":"2604.10633","title":"ProUIE: A Macro-to-Micro Progressive Learning Method for LLM-based Universal Information Extraction","created":"2026-04-12","cited_by_count":0,"area":null},{"id":"2604.15866","title":"DiZiNER: Disagreement-guided Instruction Refinement via Pilot Annotation Simulation for Zero-shot Named Entity Recognition","created":"2026-04-17","cited_by_count":0,"area":null},{"id":"2605.03706","title":"SAM-NER: Semantic Archetype Mediation for Zero-Shot Named Entity Recognition","created":"2026-05-05","cited_by_count":0,"area":null},{"id":"2609.10722","title":"CMNIE: An Information Extraction Benchmark for Chinese Military News","created":"2026-09-09","cited_by_count":0,"area":null},{"id":"2609.29230","title":"EAGER: Enhancing Generative Event Extraction via Reinforcement Learning with Verifiable Rewards","created":"2026-09-24","cited_by_count":0,"area":null}],"next_cursor":null}