{"total":25,"rows":[{"id":"2109.06349","title":"Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning","created":"2021-09-13","cited_by_count":46,"area":null},{"id":"2203.08372","title":"Multi-View Document Representation Learning for Open-Domain Dense Retrieval","created":"2022-03-16","cited_by_count":41,"area":null},{"id":"2205.12673","title":"InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning","created":"2022-05-25","cited_by_count":39,"area":null},{"id":"2311.06102","title":"Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking","created":"2023-11-10","cited_by_count":37,"area":null},{"id":"2209.06664","title":"SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation","created":"2022-09-14","cited_by_count":34,"area":null},{"id":"2112.01589","title":"InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation","created":"2021-12-02","cited_by_count":33,"area":null},{"id":"2209.06638","title":"SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding","created":"2022-09-14","cited_by_count":28,"area":null},{"id":"2109.10126","title":"ConvFiT: Conversational Fine-Tuning of Pretrained Language Models","created":"2021-09-21","cited_by_count":25,"area":null},{"id":"2302.05096","title":"Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information","created":"2023-02-10","cited_by_count":24,"area":null},{"id":"2207.14393","title":"LAD: Language Models as Data for Zero-Shot Dialog","created":"2022-07-28","cited_by_count":18,"area":null},{"id":"2308.14634","title":"Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance","created":"2023-08-28","cited_by_count":12,"area":null},{"id":"2204.13021","title":"NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue","created":"2022-04-27","cited_by_count":8,"area":null},{"id":"2303.01593","title":"QAID: Question Answering Inspired Few-shot Intent Detection","created":"2023-03-02","cited_by_count":5,"area":null},{"id":"2212.00301","title":"Learning to Select from Multiple Options","created":"2022-12-01","cited_by_count":4,"area":null},{"id":"2305.13528","title":"Transfer-Free Data-Efficient Multilingual Slot Labeling","created":"2023-05-22","cited_by_count":4,"area":null},{"id":"2404.14415","title":"Domain Adaptation in Intent Classification Systems: A Review","created":"2024-03-26","cited_by_count":4,"area":null},{"id":"2310.18619","title":"Dense Retrieval as Indirect Supervision for Large-space Decision Making","created":"2023-10-28","cited_by_count":3,"area":null},{"id":"2203.09278","title":"Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss","created":"2022-03-17","cited_by_count":2,"area":null},{"id":"2210.06440","title":"The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification","created":"2022-10-12","cited_by_count":2,"area":null},{"id":"2309.03563","title":"All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm","created":"2023-09-07","cited_by_count":1,"area":null},{"id":"2310.16761","title":"IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery","created":"2023-10-25","cited_by_count":1,"area":null},{"id":"2501.02739","title":"TARDiS : Text Augmentation for Refining Diversity and Separability","created":"2025-01-06","cited_by_count":0,"area":null},{"id":"2603.09691","title":"ESAinsTOD: A Unified End-to-End Schema-Aware Instruction-Tuning Framework for Task-Oriented Dialog Modeling","created":"2026-03-10","cited_by_count":0,"area":null},{"id":"2606.31081","title":"Usage frequency and application variety of research methods in library and information science: Continuous investigation from 1991 to 2021","created":"2026-06-30","cited_by_count":0,"area":null},{"id":"2607.27421","title":"Selecting Open-Weight Language Models for Zero-Shot Intent Classification: A Systematic Evaluation of 41 Models","created":"2026-07-29","cited_by_count":0,"area":null}],"next_cursor":null}