| SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words | Jun 19, 2024 | Dialogue Understanding | CodeCode Available | 2 | 5 |
| Utterance-level Dialogue Understanding: An Empirical Study | Sep 29, 2020 | Dialogue UnderstandingGoal-Oriented Dialogue Systems | CodeCode Available | 2 | 5 |
| PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain | Oct 22, 2023 | Dialogue GenerationDialogue Understanding | CodeCode Available | 2 | 5 |
| VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic Transitions | May 30, 2023 | Dialogue GenerationDialogue Understanding | CodeCode Available | 1 | 5 |
| MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions | May 29, 2024 | BenchmarkingDialogue Understanding | CodeCode Available | 1 | 5 |
| Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure | Apr 10, 2020 | Dialogue UnderstandingDiscourse Parsing | CodeCode Available | 1 | 5 |
| TEACh: Task-driven Embodied Agents that Chat | Oct 1, 2021 | Dialogue Understanding | CodeCode Available | 1 | 5 |
| FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue | May 12, 2022 | Dialogue UnderstandingDomain Adaptation | CodeCode Available | 1 | 5 |
| Learning Dialogue Representations from Consecutive Utterances | May 26, 2022 | Contrastive LearningConversational Question Answering | CodeCode Available | 1 | 5 |
| Semantic Representation for Dialogue Modeling | May 21, 2021 | Abstract Meaning RepresentationDialog Relation Extraction | CodeCode Available | 1 | 5 |
| A Natural Language Corpus of Common Grounding under Continuous and Partially-Observable Context | Jul 8, 2019 | Dialogue UnderstandingGoal-Oriented Dialog | CodeCode Available | 1 | 5 |
| A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues | Aug 1, 2021 | Dialogue UnderstandingDiscourse Parsing | CodeCode Available | 1 | 5 |
| Adding Chit-Chat to Enhance Task-Oriented Dialogues | Oct 24, 2020 | Dialogue GenerationDialogue Understanding | CodeCode Available | 1 | 5 |
| Medical Dialogue Generation via Dual Flow Modeling | May 29, 2023 | Dialogue GenerationDialogue Understanding | CodeCode Available | 1 | 5 |
| CREAD: Combined Resolution of Ellipses and Anaphora in Dialogues | May 20, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets | Apr 19, 2022 | Dialogue Act ClassificationDialogue Understanding | CodeCode Available | 1 | 5 |
| DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization | Sep 6, 2021 | abstractive question answeringDenoising | CodeCode Available | 1 | 5 |
| 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 | 5 |
| 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 | 5 |
| 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 | 5 |
| Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks | Oct 20, 2020 | Abstractive Dialogue Summarizationdialogue summary | CodeCode Available | 1 | 5 |
| Hierarchical Dialogue Understanding with Special Tokens and Turn-level Attention | Apr 29, 2023 | Dialogue Act ClassificationDialogue Understanding | CodeCode Available | 1 | 5 |
| User-Centric Conversational Recommendation with Multi-Aspect User Modeling | Apr 20, 2022 | Conversational RecommendationDialogue Generation | CodeCode Available | 1 | 5 |
| M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations | Aug 3, 2021 | Dialogue Understanding | CodeCode Available | 1 | 5 |
| Masking Orchestration: Multi-task Pretraining for Multi-role Dialogue Representation Learning | Feb 27, 2020 | Dialogue UnderstandingQuestion Answering | CodeCode Available | 0 | 5 |
