| Schema Graph-Guided Prompt for Multi-Domain Dialogue State Tracking | Nov 10, 2023 | Dialogue State TrackingGraph Neural Network | —Unverified | 0 |
| Multi-Domain Dialogue State Tracking with Top-K Slot Self Attention | Sep 1, 2022 | Dialogue State TrackingMulti-domain Dialogue State Tracking | —Unverified | 0 |
| Act-Aware Slot-Value Predicting in Multi-Domain Dialogue State Tracking | Aug 4, 2022 | Dialogue State TrackingMachine Reading Comprehension | CodeCode Available | 0 |
| Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking | Apr 14, 2022 | DecoderDialogue State Tracking | —Unverified | 0 |
| Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking | Mar 3, 2022 | Abstractive Dialogue SummarizationDialogue State Tracking | CodeCode Available | 1 |
| Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics | Dec 15, 2021 | Dialogue State TrackingMulti-domain Dialogue State Tracking | CodeCode Available | 0 |
| Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking | Nov 16, 2021 | DecoderDialogue State Tracking | —Unverified | 0 |
| Amendable Generation for Dialogue State Tracking | Oct 29, 2021 | Dialogue State TrackingMulti-domain Dialogue State Tracking | CodeCode Available | 0 |
| Robustness through Data Augmentation Loss Consistency | Oct 21, 2021 | Multi-domain Dialogue State TrackingVisual Question Answering | CodeCode Available | 0 |
| "How Robust r u?": Evaluating Task-Oriented Dialogue Systems on Spoken Conversations | Sep 28, 2021 | BenchmarkingDialogue State Tracking | CodeCode Available | 1 |
| Dialogue State Tracking with a Language Model using Schema-Driven Prompting | Sep 15, 2021 | Dialogue State TrackingLanguage Modeling | CodeCode Available | 1 |
| Effective Sequence-to-Sequence Dialogue State Tracking | Aug 31, 2021 | Dialogue State TrackingLanguage Modeling | CodeCode Available | 1 |
| Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking | Aug 1, 2021 | dialog state trackingDialogue State Tracking | —Unverified | 0 |
| Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking | Jun 1, 2021 | dialog state trackingMulti-domain Dialogue State Tracking | —Unverified | 0 |
| Knowledge-Aware Graph-Enhanced GPT-2 for Dialogue State Tracking | Apr 9, 2021 | Dialogue State TrackingGraph Attention | CodeCode Available | 1 |
| Domain-slot Relationship Modeling using a Pre-trained Language Encoder for Multi-Domain Dialogue State Tracking | Jan 1, 2021 | Dialogue State TrackingLanguage Modeling | —Unverified | 0 |
| SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing | Jan 1, 2021 | Dialogue State TrackingLanguage Modeling | —Unverified | 0 |
| A Sequence-to-Sequence Approach to Dialogue State Tracking | Nov 18, 2020 | ClassificationDecoder | CodeCode Available | 1 |
| GCDST: A Graph-based and Copy-augmented Multi-domain Dialogue State Tracking | Nov 1, 2020 | Dialogue State TrackingMulti-domain Dialogue State Tracking | —Unverified | 0 |
| Slot Attention with Value Normalization for Multi-Domain Dialogue State Tracking | Nov 1, 2020 | Dialogue State TrackingMulti-domain Dialogue State Tracking | —Unverified | 0 |
| CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers | Oct 24, 2020 | counterfactualDialogue State Tracking | CodeCode Available | 1 |
| Jointly Optimizing State Operation Prediction and Value Generation for Dialogue State Tracking | Oct 24, 2020 | DecoderDialogue State Tracking | CodeCode Available | 1 |
| Multi-Domain Dialogue State Tracking based on State Graph | Oct 21, 2020 | Dialogue State TrackingMulti-domain Dialogue State Tracking | —Unverified | 0 |
| DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue | Sep 28, 2020 | Domain AdaptationMulti-domain Dialogue State Tracking | CodeCode Available | 1 |
| MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems | Sep 25, 2020 | Dialogue State TrackingMulti-domain Dialogue State Tracking | CodeCode Available | 1 |
