| Learning to Embed Multi-Modal Contexts for Situated Conversational Agents | Jan 16, 2022 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Unsupervised Slot Schema Induction for Task-oriented Dialog | Jan 16, 2022 | Clusteringdialog state tracking | —Unverified | 0 |
| Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog | Jan 16, 2022 | Cross-Lingual Transferdialog state tracking | —Unverified | 0 |
| Multimodal Interactions Using Pretrained Unimodal Models for SIMMC 2.0 | Dec 10, 2021 | dialog state tracking | CodeCode Available | 0 |
| Description-Driven Task-Oriented Dialog Modeling | Nov 16, 2021 | dialog state tracking | —Unverified | 0 |
| Continual Prompt Tuning for Dialog State Tracking | Nov 16, 2021 | Continual Learningdialog state tracking | —Unverified | 0 |
| End-to-end Task-oriented Dialog Policy Learning based on Pre-trained Language Model | Nov 16, 2021 | dialog state trackingDomain Adaptation | —Unverified | 0 |
| DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog | Nov 16, 2021 | dialog state trackingLanguage Modeling | —Unverified | 0 |
| Self-supervised Schema Induction for Task-oriented Dialog | Nov 16, 2021 | Clusteringdialog state tracking | —Unverified | 0 |
| Tackling Situated Multi-Modal Task-Oriented Dialogs with a Single Transformer Model | Nov 16, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| DS-TOD: Efficient Domain Specialization for Task Oriented Dialog | Oct 15, 2021 | dialog state trackingLanguage Modeling | CodeCode Available | 0 |
| CINS: Comprehensive Instruction for Few-shot Learning in Task-oriented Dialog Systems | Sep 10, 2021 | dialog state trackingFew-Shot Learning | —Unverified | 0 |
| Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems | Aug 28, 2021 | dialog state trackingFew-Shot Learning | CodeCode Available | 0 |
| Ontology-Enhanced Slot Filling | Aug 25, 2021 | dialog state trackingGPU | —Unverified | 0 |
| Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking | Aug 1, 2021 | dialog state trackingDialogue State Tracking | —Unverified | 0 |
| Efficient Dialogue State Tracking by Masked Hierarchical Transformer | Jun 28, 2021 | dialog state trackingDialogue State Tracking | —Unverified | 0 |
| Gaining Experience with Structured Data: Using the Resources of Dialog State Tracking Challenge 2 | Jun 1, 2021 | dialog state tracking | —Unverified | 0 |
| Variance-reduced First-order Meta-learning for Natural Language Processing Tasks | Jun 1, 2021 | dialog state trackingFew-Shot Text Classification | —Unverified | 0 |
| A Comparative Study on Schema-Guided Dialogue State Tracking | Jun 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 |
| Annotation Inconsistency and Entity Bias in MultiWOZ | May 29, 2021 | dialog state trackingMemorization | —Unverified | 0 |
| DEUX: An Attribute-Guided Framework for Sociable Recommendation Dialog Systems | Apr 16, 2021 | Attributedialog state tracking | —Unverified | 0 |
| A Hybrid Task-Oriented Dialog System with Domain and Task Adaptive Pretraining | Feb 8, 2021 | dialog state trackingNatural Language Understanding | —Unverified | 0 |
| An Empirical Study of Cross-Lingual Transferability in Generative Dialogue State Tracker | Jan 27, 2021 | dialog state trackingDialogue State Tracking | CodeCode Available | 0 |
| Zero-shot Generalization in Dialog State Tracking through Generative Question Answering | Jan 20, 2021 | dialog state trackingDomain Adaptation | —Unverified | 0 |
