{"total":23,"rows":[{"id":"2205.06743","title":"A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities","created":"2022-05-13","cited_by_count":163,"area":null},{"id":"2205.15060","title":"Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems","created":"2022-05-30","cited_by_count":28,"area":null},{"id":"2205.01500","title":"Meta Learning for Natural Language Processing: A Survey","created":"2022-05-03","cited_by_count":26,"area":null},{"id":"2107.12262","title":"Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification","created":"2021-07-26","cited_by_count":18,"area":null},{"id":"2204.07128","title":"Label Semantic Aware Pre-training for Few-shot Text Classification","created":"2022-04-14","cited_by_count":18,"area":null},{"id":"2305.09269","title":"ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification","created":"2023-05-16","cited_by_count":17,"area":null},{"id":"2109.04707","title":"Knowledge-Aware Meta-learning for Low-Resource Text Classification","created":"2021-09-10","cited_by_count":10,"area":null},{"id":"2110.13691","title":"An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling","created":"2021-10-26","cited_by_count":9,"area":null},{"id":"2211.11617","title":"CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation","created":"2022-11-21","cited_by_count":9,"area":null},{"id":"2210.09049","title":"SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition","created":"2022-10-17","cited_by_count":8,"area":null},{"id":"2305.12217","title":"PromptNER: A Prompting Method for Few-shot Named Entity Recognition via k Nearest Neighbor Search","created":"2023-05-20","cited_by_count":5,"area":null},{"id":"2305.13547","title":"Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks","created":"2023-05-22","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":"2308.02746","title":"Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification","created":"2023-08-04","cited_by_count":4,"area":null},{"id":"2306.02175","title":"TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation","created":"2023-06-03","cited_by_count":3,"area":null},{"id":"2106.02960","title":"Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation","created":"2021-06-05","cited_by_count":2,"area":null},{"id":"2211.08588","title":"Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering","created":"2022-11-16","cited_by_count":2,"area":null},{"id":"2106.15467","title":"Few-Shot Electronic Health Record Coding through Graph Contrastive Learning","created":"2021-06-29","cited_by_count":1,"area":null},{"id":"2102.10760","title":"Unsupervised Meta Learning for One Shot Title Compression in Voice Commerce","created":"2021-02-22","cited_by_count":0,"area":null},{"id":"2108.09164","title":"A Neural Conversation Generation Model via Equivalent Shared Memory Investigation","created":"2021-08-20","cited_by_count":0,"area":null},{"id":"2301.07183","title":"Tracking Brand-Associated Polarity-Bearing Topics in User Reviews","created":"2023-01-03","cited_by_count":0,"area":null},{"id":"2308.15010","title":"TransPrompt v2: A Transferable Prompting Framework for Cross-task Text Classification","created":"2023-08-29","cited_by_count":0,"area":null},{"id":"2409.05620","title":"Joint Input and Output Coordination for Class-Incremental Learning","created":"2024-09-09","cited_by_count":0,"area":null}],"next_cursor":null}