{"total":32,"rows":[{"id":"2106.07139","title":"Pre-Trained Models: Past, Present and Future","created":"2021-06-14","cited_by_count":319,"area":null},{"id":"2105.11259","title":"PTR: Prompt Tuning with Rules for Text Classification","created":"2021-05-24","cited_by_count":238,"area":null},{"id":"2105.07464","title":"Few-NERD: A Few-Shot Named Entity Recognition Dataset","created":"2021-05-16","cited_by_count":152,"area":null},{"id":"2108.10604","title":"Prompt-Learning for Fine-Grained Entity Typing","created":"2021-08-24","cited_by_count":62,"area":null},{"id":"2203.09770","title":"Prototypical Verbalizer for Prompt-based Few-shot Tuning","created":"2022-03-18","cited_by_count":53,"area":null},{"id":"2107.00440","title":"CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding","created":"2021-07-01","cited_by_count":50,"area":null},{"id":"2306.02051","title":"A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers","created":"2023-06-03","cited_by_count":22,"area":null},{"id":"2202.11345","title":"Prompt-Learning for Short Text Classification","created":"2022-02-23","cited_by_count":11,"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":"2304.06496","title":"EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition","created":"2023-03-27","cited_by_count":10,"area":null},{"id":"2405.20024","title":"Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey","created":"2024-05-30","cited_by_count":9,"area":null},{"id":"2307.11772","title":"AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language Models","created":"2023-07-18","cited_by_count":7,"area":null},{"id":"2201.05411","title":"Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer","created":"2022-01-14","cited_by_count":6,"area":null},{"id":"2211.03348","title":"Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding","created":"2022-11-07","cited_by_count":6,"area":null},{"id":"2310.11670","title":"Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning","created":"2023-10-18","cited_by_count":6,"area":null},{"id":"2209.12935","title":"A Comprehensive Review of Trends, Applications and Challenges In Out-of-Distribution Detection","created":"2022-09-26","cited_by_count":5,"area":null},{"id":"2305.09892","title":"Clustering-Aware Negative Sampling for Unsupervised Sentence Representation","created":"2023-05-17","cited_by_count":5,"area":null},{"id":"2404.01344","title":"Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents","created":"2024-03-31","cited_by_count":5,"area":null},{"id":"2411.14880","title":"Leveraging Hierarchical Prototypes as the Verbalizer for Implicit Discourse Relation Recognition","created":"2024-11-22","cited_by_count":5,"area":null},{"id":"2108.11635","title":"MCML: A Novel Memory-based Contrastive Meta-Learning Method for Few Shot Slot Tagging","created":"2021-08-26","cited_by_count":4,"area":null},{"id":"2310.08298","title":"MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition","created":"2023-10-12","cited_by_count":4,"area":null},{"id":"2407.04382","title":"Self-Supervised Representation Learning for Adversarial Attack Detection","created":"2024-07-05","cited_by_count":4,"area":null},{"id":"2305.17951","title":"ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER","created":"2023-05-29","cited_by_count":3,"area":null},{"id":"2211.05319","title":"Few-shot Classification with Hypersphere Modeling of Prototypes","created":"2022-11-10","cited_by_count":2,"area":null},{"id":"2305.13617","title":"SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres","created":"2023-05-23","cited_by_count":2,"area":null},{"id":"2110.08254","title":"Inconsistent Few-Shot Relation Classification via Cross-Attentional Prototype Networks with Contrastive Learning","created":"2021-10-13","cited_by_count":1,"area":null},{"id":"2110.13656","title":"CLLD: Contrastive Learning with Label Distance for Text Classification","created":"2021-10-25","cited_by_count":1,"area":null},{"id":"2406.02642","title":"E-ICL: Enhancing Fine-Grained Emotion Recognition through the Lens of Prototype Theory","created":"2024-06-04","cited_by_count":1,"area":null},{"id":"2408.14119","title":"Contrastive Learning Subspace for Text Clustering","created":"2024-08-26","cited_by_count":1,"area":null},{"id":"2505.10798","title":"Relation Extraction Across Entire Books to Reconstruct Community Networks: The AffilKG Datasets","created":"2025-05-16","cited_by_count":1,"area":null},{"id":"2212.02560","title":"Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation","created":"2022-12-05","cited_by_count":0,"area":null},{"id":"2507.17784","title":"Knowledge Abstraction for Knowledge-based Semantic Communication: A Generative Causality Invariant Approach","created":"2025-07-23","cited_by_count":0,"area":null}],"next_cursor":null}