{"total":44,"rows":[{"id":"2304.08085","title":"InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction","created":"2023-04-17","cited_by_count":170,"area":null},{"id":"2109.03659","title":"Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction","created":"2021-09-08","cited_by_count":73,"area":null},{"id":"2301.03282","title":"Universal Information Extraction as Unified Semantic Matching","created":"2023-01-09","cited_by_count":48,"area":null},{"id":"2310.05028","title":"Revisiting Large Language Models as Zero-shot Relation Extractors","created":"2023-10-08","cited_by_count":29,"area":null},{"id":"2312.15548","title":"YAYI-UIE: A Chat-Enhanced Instruction Tuning Framework for Universal Information Extraction","created":"2023-12-24","cited_by_count":19,"area":null},{"id":"2205.01826","title":"Unified Semantic Typing with Meaningful Label Inference","created":"2022-05-04","cited_by_count":18,"area":null},{"id":"2308.10529","title":"SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding","created":"2023-08-21","cited_by_count":18,"area":null},{"id":"2211.09039","title":"UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction","created":"2022-11-16","cited_by_count":14,"area":null},{"id":"2401.13598","title":"Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction","created":"2024-01-24","cited_by_count":14,"area":null},{"id":"2306.04954","title":"RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction","created":"2023-06-08","cited_by_count":13,"area":null},{"id":"2404.17807","title":"Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors","created":"2024-04-27","cited_by_count":13,"area":null},{"id":"2311.05419","title":"Mirror: A Universal Framework for Various Information Extraction Tasks","created":"2023-11-09","cited_by_count":12,"area":null},{"id":"2501.03172","title":"GLiREL -- Generalist Model for Zero-Shot Relation Extraction","created":"2025-01-06","cited_by_count":12,"area":null},{"id":"2202.08063","title":"Information Extraction in Low-Resource Scenarios: Survey and Perspective","created":"2022-02-16","cited_by_count":10,"area":null},{"id":"2410.01154","title":"Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting","created":"2024-10-02","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":"2310.19567","title":"CreoleVal: Multilingual Multitask Benchmarks for Creoles","created":"2023-10-30","cited_by_count":9,"area":null},{"id":"2402.11142","title":"Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction","created":"2024-02-17","cited_by_count":9,"area":null},{"id":"2112.04539","title":"Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation","created":"2021-12-08","cited_by_count":8,"area":null},{"id":"2203.12274","title":"Pre-training to Match for Unified Low-shot Relation Extraction","created":"2022-03-23","cited_by_count":8,"area":null},{"id":"2212.10708","title":"Zero-shot Triplet Extraction by Template Infilling","created":"2022-12-21","cited_by_count":7,"area":null},{"id":"2305.10306","title":"UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective","created":"2023-05-17","cited_by_count":7,"area":null},{"id":"2106.15047","title":"Benchmarking Knowledge-driven Zero-shot Learning","created":"2021-06-29","cited_by_count":6,"area":null},{"id":"2312.12021","title":"Synergistic Anchored Contrastive Pre-training for Few-Shot Relation Extraction","created":"2023-12-19","cited_by_count":5,"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":"2307.03823","title":"Linguistic representations for fewer-shot relation extraction across domains","created":"2023-07-07","cited_by_count":4,"area":null},{"id":"2402.10779","title":"A Condensed Transition Graph Framework for Zero-shot Link Prediction with Large Language Models","created":"2024-02-16","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":"2508.00757","title":"GLiDRE: Generalist Lightweight model for Document-level Relation Extraction","created":"2025-08-01","cited_by_count":3,"area":null},{"id":"2211.14477","title":"PCRED: Zero-shot Relation Triplet Extraction with Potential Candidate Relation Selection and Entity Boundary Detection","created":"2022-11-26","cited_by_count":2,"area":null},{"id":"2301.09640","title":"Weakly-Supervised Questions for Zero-Shot Relation Extraction","created":"2023-01-21","cited_by_count":2,"area":null},{"id":"2307.13497","title":"Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction","created":"2023-07-25","cited_by_count":2,"area":null},{"id":"2305.01920","title":"Generative Meta-Learning for Zero-Shot Relation Triplet Extraction","created":"2023-05-03","cited_by_count":1,"area":null},{"id":"2305.13533","title":"Open-world Semi-supervised Generalized Relation Discovery Aligned in a Real-world Setting","created":"2023-05-22","cited_by_count":1,"area":null},{"id":"2406.11429","title":"Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extraction","created":"2024-06-17","cited_by_count":1,"area":null},{"id":"2506.04458","title":"Zero-Shot Open-Schema Entity Structure Discovery","created":"2025-06-04","cited_by_count":1,"area":null},{"id":"2511.03610","title":"A systematic review of relation extraction task since the emergence of Transformers","created":"2025-11-05","cited_by_count":1,"area":null},{"id":"2605.10108","title":"GLiNER-Relex: A Unified Framework for Joint Named Entity Recognition and Relation Extraction","created":"2026-05-11","cited_by_count":1,"area":null},{"id":"2211.13883","title":"Learning with Silver Standard Data for Zero-shot Relation Extraction","created":"2022-11-25","cited_by_count":0,"area":null},{"id":"2406.02245","title":"Description Boosting for Zero-Shot Entity and Relation Classification","created":"2024-06-04","cited_by_count":0,"area":null},{"id":"2508.19533","title":"Emotion Transfer with Enhanced Prototype for Unseen Emotion Recognition in Conversation","created":"2025-08-27","cited_by_count":0,"area":null},{"id":"2601.07271","title":"Document-Level Zero-Shot Relation Extraction with Entity Side Information","created":"2026-01-12","cited_by_count":0,"area":null},{"id":"2603.01266","title":"A Study on Building Efficient Zero-Shot Relation Extraction Models","created":"2026-03-01","cited_by_count":0,"area":null}],"next_cursor":null}