{"total":48,"rows":[{"id":"2308.10620","title":"Large Language Models for Software Engineering: A Systematic Literature Review","created":"2023-08-21","cited_by_count":399,"area":null},{"id":"2310.18018","title":"NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark","created":"2023-10-27","cited_by_count":348,"area":null},{"id":"2312.17617","title":"Large Language Models for Generative Information Extraction: A Survey","created":"2023-12-29","cited_by_count":185,"area":null},{"id":"2310.03668","title":"GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction","created":"2023-10-05","cited_by_count":119,"area":null},{"id":"2405.12819","title":"Large Language Models Meet NLP: A Survey","created":"2024-05-21","cited_by_count":103,"area":null},{"id":"2403.07969","title":"KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction","created":"2024-03-12","cited_by_count":34,"area":null},{"id":"2402.11254","title":"C-ICL: Contrastive In-context Learning for Information Extraction","created":"2024-02-17","cited_by_count":23,"area":null},{"id":"2502.16377","title":"Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines","created":"2025-02-22","cited_by_count":18,"area":null},{"id":"2309.04695","title":"Code-Style In-Context Learning for Knowledge-Based Question Answering","created":"2023-09-09","cited_by_count":13,"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":"2305.11527","title":"InstructIE: A Bilingual Instruction-based Information Extraction Dataset","created":"2023-05-19","cited_by_count":9,"area":null},{"id":"2404.00152","title":"On-the-fly Definition Augmentation of LLMs for Biomedical NER","created":"2024-03-29","cited_by_count":9,"area":null},{"id":"2404.05624","title":"LTNER: Large Language Model Tagging for Named Entity Recognition with Contextualized Entity Marking","created":"2024-04-08","cited_by_count":7,"area":null},{"id":"2310.05092","title":"Benchmarking Large Language Models with Augmented Instructions for Fine-grained Information Extraction","created":"2023-10-08","cited_by_count":6,"area":null},{"id":"2310.10190","title":"Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT -- A Text-to-SQL Parsing Comparison","created":"2023-10-16","cited_by_count":6,"area":null},{"id":"2405.01580","title":"On the Limitations of Embedding Based Methods for Measuring Functional Correctness for Code Generation","created":"2024-04-26","cited_by_count":6,"area":null},{"id":"2408.08779","title":"DAC: Decomposed Automation Correction for Text-to-SQL","created":"2024-08-16","cited_by_count":6,"area":null},{"id":"2402.14710","title":"IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus","created":"2024-02-22","cited_by_count":5,"area":null},{"id":"2509.22086","title":"Multilingual Dialogue Generation and Localization with Dialogue Act Scripting","created":"2025-09-26","cited_by_count":4,"area":null},{"id":"2403.11747","title":"Embedded Named Entity Recognition using Probing Classifiers","created":"2024-03-18","cited_by_count":3,"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":"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":"2310.11085","title":"Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models","created":"2023-10-17","cited_by_count":2,"area":null},{"id":"2402.16431","title":"RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions","created":"2024-02-26","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":"2505.23038","title":"EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models","created":"2025-05-29","cited_by_count":2,"area":null},{"id":"2604.07937","title":"HCRE: LLM-based Hierarchical Classification for Cross-Document Relation Extraction with a Prediction-then-Verification Strategy","created":"2026-04-09","cited_by_count":2,"area":null},{"id":"2401.10189","title":"Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction","created":"2024-01-18","cited_by_count":1,"area":null},{"id":"2403.16396","title":"Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases","created":"2024-03-25","cited_by_count":1,"area":null},{"id":"2504.16448","title":"EMRModel: A Large Language Model for Extracting Medical Consultation Dialogues into Structured Medical Records","created":"2025-04-23","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":"2606.18620","title":"BCL: Bayesian In-Context Learning Framework for Information Extraction","created":"2026-06-17","cited_by_count":1,"area":null},{"id":"2412.11344","title":"Can AI Extract Antecedent Factors of Human Trust in AI? An Application of Information Extraction for Scientific Literature in Behavioural and Computer Sciences","created":"2024-12-16","cited_by_count":0,"area":null},{"id":"2505.19128","title":"RetrieveAll: A Multilingual Named Entity Recognition Framework with Large Language Models","created":"2025-05-25","cited_by_count":0,"area":null},{"id":"2507.18902","title":"SLoW: Select Low-frequency Words! Automatic Dictionary Selection for Translation on Large Language Models","created":"2025-07-25","cited_by_count":0,"area":null},{"id":"2507.20423","title":"CodeNER: Code Prompting for Named Entity Recognition","created":"2025-07-27","cited_by_count":0,"area":null},{"id":"2509.15218","title":"LNE-Blocking: An Efficient Framework for Contamination Mitigation Evaluation on Large Language Models","created":"2025-09-18","cited_by_count":0,"area":null},{"id":"2510.07776","title":"Instance Relation Learning Network with Label Knowledge Propagation for Few-shot Multi-label Intent Detection","created":"2025-10-09","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":"2601.15037","title":"Knowledge Restoration-driven Prompt Optimization: Unlocking LLM Potential for Open-Domain Relational Triplet Extraction","created":"2026-01-21","cited_by_count":0,"area":null},{"id":"2603.03884","title":"CzechTopic: A Benchmark for Zero-Shot Topic Localization in Historical Czech Documents","created":"2026-03-04","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":"2604.15866","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":"2604.25920","title":"Analysing Lightweight Large Language Models for Biomedical Named Entity Recognition on Diverse Ouput Formats","created":"2026-03-27","cited_by_count":0,"area":null},{"id":"2606.29407","title":"LC-ICL: Label-Guided Contrastive In-Context Learning for Robust Information Extraction","created":"2026-06-28","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}