| Utterance-level Dialogue Understanding: An Empirical Study | Sep 29, 2020 | Dialogue UnderstandingGoal-Oriented Dialogue Systems | CodeCode Available | 2 |
| SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words | Jun 19, 2024 | Dialogue Understanding | CodeCode Available | 2 |
| PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain | Oct 22, 2023 | Dialogue GenerationDialogue Understanding | CodeCode Available | 2 |
| A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets | Apr 19, 2022 | Dialogue Act ClassificationDialogue Understanding | CodeCode Available | 1 |
| User-Centric Conversational Recommendation with Multi-Aspect User Modeling | Apr 20, 2022 | Conversational RecommendationDialogue Generation | CodeCode Available | 1 |
| A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues | Aug 1, 2021 | Dialogue UnderstandingDiscourse Parsing | CodeCode Available | 1 |
| ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications | Nov 8, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| CREAD: Combined Resolution of Ellipses and Anaphora in Dialogues | May 20, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Learning Dialogue Representations from Consecutive Utterances | May 26, 2022 | Contrastive LearningConversational Question Answering | CodeCode Available | 1 |
| Semantic Representation for Dialogue Modeling | May 21, 2021 | Abstract Meaning RepresentationDialog Relation Extraction | CodeCode Available | 1 |
| FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue | May 12, 2022 | Dialogue UnderstandingDomain Adaptation | CodeCode Available | 1 |
| M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations | Aug 3, 2021 | Dialogue Understanding | CodeCode Available | 1 |
| MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions | May 29, 2024 | BenchmarkingDialogue Understanding | CodeCode Available | 1 |
| Medical Dialogue Generation via Dual Flow Modeling | May 29, 2023 | Dialogue GenerationDialogue Understanding | CodeCode Available | 1 |
| Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure | Apr 10, 2020 | Dialogue UnderstandingDiscourse Parsing | CodeCode Available | 1 |
| DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization | Sep 6, 2021 | abstractive question answeringDenoising | CodeCode Available | 1 |
| TEACh: Task-driven Embodied Agents that Chat | Oct 1, 2021 | Dialogue Understanding | CodeCode Available | 1 |
| Adding Chit-Chat to Enhance Task-Oriented Dialogues | Oct 24, 2020 | Dialogue GenerationDialogue Understanding | CodeCode Available | 1 |
| VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic Transitions | May 30, 2023 | Dialogue GenerationDialogue Understanding | CodeCode Available | 1 |
| Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task | Oct 10, 2023 | Data AugmentationDialogue Understanding | CodeCode Available | 1 |
| Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks | Oct 20, 2020 | Abstractive Dialogue Summarizationdialogue summary | CodeCode Available | 1 |
| Hierarchical Dialogue Understanding with Special Tokens and Turn-level Attention | Apr 29, 2023 | Dialogue Act ClassificationDialogue Understanding | CodeCode Available | 1 |
| DialSim: A Real-Time Simulator for Evaluating Long-Term Multi-Party Dialogue Understanding of Conversational Agents | Jun 19, 2024 | Dialogue UnderstandingQuestion Answering | CodeCode Available | 1 |
| A Natural Language Corpus of Common Grounding under Continuous and Partially-Observable Context | Jul 8, 2019 | Dialogue UnderstandingGoal-Oriented Dialog | CodeCode Available | 1 |
| It’s Not You, it’s Me: Detecting Flirting and its Misperception in Speed-Dates | Mar 1, 2009 | Dialogue Understanding | —Unverified | 0 |
| JDCFC: A Japanese Dialogue Corpus with Feature Changes | May 1, 2018 | Dialogue Understanding | —Unverified | 0 |
| Knowledge Transfer with Visual Prompt in multi-modal Dialogue Understanding and Generation | Oct 1, 2022 | Dialogue UnderstandingKnowledge Distillation | —Unverified | 0 |
| Long-Horizon Dialogue Understanding for Role Identification in the Game of Avalon with Large Language Models | Nov 9, 2023 | Decision MakingDialogue Understanding | —Unverified | 0 |
| Online Neural Coreference Resolution with Rollback | Oct 1, 2022 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Persuasive Dialogue Understanding: the Baselines and Negative Results | Nov 19, 2020 | AttributeDialogue Understanding | —Unverified | 0 |
| Policy-driven Knowledge Selection and Response Generation for Document-grounded Dialogue | Oct 21, 2024 | Dialogue GenerationDialogue Understanding | —Unverified | 0 |
| Precognition in Task-oriented Dialogue Understanding: Posterior Regularization by Future Context | Mar 7, 2022 | Dialogue UnderstandingTask-Oriented Dialogue Systems | —Unverified | 0 |
| Putting the Con in Context: Identifying Deceptive Actors in the Game of Mafia | Jul 5, 2022 | Deception DetectionDialogue Understanding | —Unverified | 0 |
| Scene-Aware Prompt for Multi-modal Dialogue Understanding and Generation | Jul 5, 2022 | Dialogue GenerationDialogue Understanding | —Unverified | 0 |
| What is a Social Media Bot? A Global Comparison of Bot and Human Characteristics | Jan 1, 2025 | Dialogue Understanding | —Unverified | 0 |
| Advances and Challenges in Conversational Recommender Systems: A Survey | Jan 23, 2021 | Conversational RecommendationDialogue Understanding | —Unverified | 0 |
| An Attentive Listening System with Android ERICA: Comparison of Autonomous and WOZ Interactions | Jul 1, 2020 | Dialogue Understanding | —Unverified | 0 |
| A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding | Apr 9, 2023 | Dialogue State TrackingDialogue Understanding | —Unverified | 0 |
| Audio-Visual Understanding of Passenger Intents for In-Cabin Conversational Agents | Jul 8, 2020 | Dialogue UnderstandingIntent Detection | —Unverified | 0 |
| Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models | Dec 6, 2024 | BenchmarkingDialogue Understanding | —Unverified | 0 |
| Building Dialogue Understanding Models for Low-resource Language Indonesian from Scratch | Oct 24, 2024 | Cross-Lingual TransferDecoder | —Unverified | 0 |
| C^3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues | Jun 16, 2021 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Conversational Semantic Role Labeling | Apr 11, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Dialogue Act Recognition using Reweighted Speaker Adaptation | Jul 1, 2012 | Dialogue UnderstandingDomain Adaptation | —Unverified | 0 |
| DialogueBERT: A Self-Supervised Learning based Dialogue Pre-training Encoder | Sep 22, 2021 | Dialogue UnderstandingEmotion Recognition | —Unverified | 0 |
| Domain-Adaptive Pretraining Methods for Dialogue Understanding | May 28, 2021 | Dialogue Understanding | —Unverified | 0 |
| DREAM: A Challenge Data Set and Models for Dialogue-Based Reading Comprehension | Mar 1, 2019 | Dialogue UnderstandingMultiple-choice | —Unverified | 0 |
| EditIQ: Automated Cinematic Editing of Static Wide-Angle Videos via Dialogue Interpretation and Saliency Cues | Feb 4, 2025 | Dialogue InterpretationDialogue Understanding | —Unverified | 0 |
| Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach | Dec 17, 2024 | ClassificationDialogue Understanding | —Unverified | 0 |
| Fast Forward Through Opportunistic Incremental Meaning Representation Construction | Jul 1, 2017 | Decision MakingDialogue Understanding | —Unverified | 0 |