{"total":17,"rows":[{"id":"2104.08812","title":"Contrastive Out-of-Distribution Detection for Pretrained Transformers","created":"2021-04-18","cited_by_count":71,"area":null},{"id":"2105.14289","title":"Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning","created":"2021-05-29","cited_by_count":42,"area":null},{"id":"2305.03236","title":"A Survey on Out-of-Distribution Detection in NLP","created":"2023-05-05","cited_by_count":31,"area":null},{"id":"2109.03079","title":"GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation","created":"2021-09-07","cited_by_count":20,"area":null},{"id":"2203.05823","title":"Learning Discriminative Representations and Decision Boundaries for Open Intent Detection","created":"2022-03-11","cited_by_count":15,"area":null},{"id":"2402.17256","title":"Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection","created":"2024-02-27","cited_by_count":14,"area":null},{"id":"2103.08886","title":"Automatic Intent-Slot Induction for Dialogue Systems","created":"2021-03-16","cited_by_count":13,"area":null},{"id":"2205.11690","title":"Workflow Discovery from Dialogues in the Low Data Regime","created":"2022-05-24","cited_by_count":12,"area":null},{"id":"2204.07804","title":"Learning to Classify Open Intent via Soft Labeling and Manifold Mixup","created":"2022-04-16","cited_by_count":5,"area":null},{"id":"2210.10722","title":"UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning","created":"2022-10-19","cited_by_count":5,"area":null},{"id":"2108.12229","title":"ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection","created":"2021-08-27","cited_by_count":4,"area":null},{"id":"2310.13380","title":"APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection","created":"2023-10-20","cited_by_count":3,"area":null},{"id":"2105.05601","title":"OutFlip: Generating Out-of-Domain Samples for Unknown Intent Detection with Natural Language Attack","created":"2021-05-12","cited_by_count":2,"area":null},{"id":"2210.08830","title":"Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning","created":"2022-10-17","cited_by_count":2,"area":null},{"id":"2104.14781","title":"Out-of-Scope Domain and Intent Classification through Hierarchical Joint Modeling","created":"2021-04-30","cited_by_count":1,"area":null},{"id":"2110.02054","title":"NoiER: An Approach for Training more Reliable Fine-TunedDownstream Task Models","created":"2021-08-29","cited_by_count":1,"area":null},{"id":"2101.08091","title":"A survey of joint intent detection and slot-filling models in natural language understanding","created":"2021-01-20","cited_by_count":0,"area":null}],"next_cursor":null}