Dialogue Systems

Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering EMNLP 2022 SaFeRDialogues: Taking Feedback Gracefully after Conversational Safety Failures ACL 2022 SafetyKit: First Aid for Measuring Safety in Open-domain Conversational Systems ACL 2022 SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues ACL 2022 Schema Encoding for Transferable Dialogue State Tracking COLING 2022 Section-Aware Commonsense Knowledge-Grounded Dialogue Generation with Pre-trained Language Model COLING 2022 Selecting Stickers in Open-Domain Dialogue through Multitask Learning ACL 2022 Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI NAACL 2022 SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation COLING 2022 Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation EMNLP 2022 Semantic-based Pre-training for Dialogue Understanding COLING 2022 Semantic Diversity in Dialogue with Natural Language Inference NAACL 2022 Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-Based Encoder AAAI 2022 Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems EMNLP 2022 Semi-supervised New Slot Discovery with Incremental Clustering EMNLP 2022 Sequential Topic Selection Model with Latent Variable for Topic-Grounded Dialogue EMNLP 2022 SF-DST: Few-Shot Self-Feeding Reading Comprehension Dialogue State Tracking with Auxiliary Task Interspeech 2022 SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems AAAI 2022 Should a Chatbot be Sarcastic? Understanding User Preferences Towards Sarcasm Generation ACL 2022 Show, Don’t Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue NAACL 2022 Sketching a Linguistically-Driven Reasoning Dialog Model for Social Talk ACL 2022 SKYE: More than a conversational AI Interspeech 2022 Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning Interspeech 2022 SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding COLING 2022 Speaker-Aware Discourse Parsing on Multi-Party Dialogues COLING 2022