| 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 |
| SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words | Jun 19, 2024 | Dialogue Understanding | CodeCode Available | 2 | 5 |
| Medical Dialogue Generation via Dual Flow Modeling | May 29, 2023 | Dialogue GenerationDialogue 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 |
| DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization | Sep 6, 2021 | abstractive question answeringDenoising | CodeCode Available | 1 | 5 |
| Adding Chit-Chat to Enhance Task-Oriented Dialogues | Oct 24, 2020 | Dialogue GenerationDialogue 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 |
| M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations | Aug 3, 2021 | Dialogue 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 |
| Semantic Representation for Dialogue Modeling | May 21, 2021 | Abstract Meaning RepresentationDialog Relation Extraction | 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 |
| A Natural Language Corpus of Common Grounding under Continuous and Partially-Observable Context | Jul 8, 2019 | Dialogue UnderstandingGoal-Oriented Dialog | CodeCode Available | 1 | 5 |
| TEACh: Task-driven Embodied Agents that Chat | Oct 1, 2021 | Dialogue Understanding | 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 |
| A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues | Aug 1, 2021 | Dialogue UnderstandingDiscourse Parsing | 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 |
| CREAD: Combined Resolution of Ellipses and Anaphora in Dialogues | May 20, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| User-Centric Conversational Recommendation with Multi-Aspect User Modeling | Apr 20, 2022 | Conversational RecommendationDialogue Generation | CodeCode Available | 1 | 5 |
| Learning Dialogue Representations from Consecutive Utterances | May 26, 2022 | Contrastive LearningConversational Question Answering | CodeCode Available | 1 | 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 |
| 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 |
| Hierarchical Dialogue Understanding with Special Tokens and Turn-level Attention | Apr 29, 2023 | Dialogue Act ClassificationDialogue Understanding | 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 |
| From Multilingual Complexity to Emotional Clarity: Leveraging Commonsense to Unveil Emotions in Code-Mixed Dialogues | Oct 19, 2023 | Dialogue UnderstandingEmotional Intelligence | CodeCode Available | 0 | 5 |
| A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding | Sep 24, 2024 | Dialogue State TrackingDialogue Understanding | CodeCode Available | 0 | 5 |
| A Repository of Conversational Datasets | Apr 13, 2019 | BIG-bench Machine LearningConversational Response Selection | CodeCode Available | 0 | 5 |
| DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension | Feb 1, 2019 | Dialogue UnderstandingMultiple-choice | CodeCode Available | 0 | 5 |
| CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling | Sep 23, 2021 | Dialogue UnderstandingMulti-Task Learning | CodeCode Available | 0 | 5 |
| DialoGen: Generalized Long-Range Context Representation for Dialogue Systems | Oct 12, 2022 | Conversational Response GenerationDecoder | CodeCode Available | 0 | 5 |
| Semantic-based Pre-training for Dialogue Understanding | Sep 19, 2022 | Abstract Meaning RepresentationDialogue Understanding | CodeCode Available | 0 | 5 |
| Masking Orchestration: Multi-task Pretraining for Multi-role Dialogue Representation Learning | Feb 27, 2020 | Dialogue UnderstandingQuestion Answering | CodeCode Available | 0 | 5 |
| Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations | Jun 27, 2024 | Dialogue Understandingdomain classification | CodeCode Available | 0 | 5 |
| Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models | Jul 4, 2024 | Dialogue UnderstandingImage Retrieval | CodeCode Available | 0 | 5 |
| Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization | May 14, 2018 | Abstractive Dialogue SummarizationAbstractive Text Summarization | CodeCode Available | 0 | 5 |
| Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking | Nov 1, 2017 | Dialogue UnderstandingMachine Translation | —Unverified | 0 | 0 |
| Simultaneous Job Interview System Using Multiple Semi-autonomous Agents | Sep 1, 2022 | Dialogue UnderstandingKeyword Extraction | —Unverified | 0 | 0 |
| Text is NOT Enough: Integrating Visual Impressions into Open-domain Dialogue Generation | Sep 13, 2021 | DecoderDialogue Generation | —Unverified | 0 | 0 |
| Towards Building Automatic Medical Consultation System: Framework, Task and Dataset | Nov 16, 2021 | Dialogue Act ClassificationDialogue Understanding | —Unverified | 0 | 0 |
| Turn Segmentation into Utterances for Arabic Spontaneous Dialogues and Instance Messages | May 12, 2015 | Dialogue UnderstandingSegmentation | —Unverified | 0 | 0 |
| U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation | May 5, 2023 | Conversational RecommendationDialogue Evaluation | —Unverified | 0 | 0 |
| UniDU: Towards A Unified Generative Dialogue Understanding Framework | Apr 10, 2022 | Dialogue State Trackingdialogue summary | —Unverified | 0 | 0 |
| VEE-BERT: Accelerating BERT Inference for Named Entity Recognition via Vote Early Exiting | Jan 16, 2022 | Dialogue Understandingnamed-entity-recognition | —Unverified | 0 | 0 |
| Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding | Oct 25, 2022 | Data AugmentationDialogue Understanding | —Unverified | 0 | 0 |
| What is a Social Media Bot? A Global Comparison of Bot and Human Characteristics | Jan 1, 2025 | Dialogue Understanding | —Unverified | 0 | 0 |
| Advances and Challenges in Conversational Recommender Systems: A Survey | Jan 23, 2021 | Conversational RecommendationDialogue Understanding | —Unverified | 0 | 0 |
| An Attentive Listening System with Android ERICA: Comparison of Autonomous and WOZ Interactions | Jul 1, 2020 | Dialogue Understanding | —Unverified | 0 | 0 |
| A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding | Apr 9, 2023 | Dialogue State TrackingDialogue Understanding | —Unverified | 0 | 0 |
| Audio-Visual Understanding of Passenger Intents for In-Cabin Conversational Agents | Jul 8, 2020 | Dialogue UnderstandingIntent Detection | —Unverified | 0 | 0 |
| Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models | Dec 6, 2024 | BenchmarkingDialogue Understanding | —Unverified | 0 | 0 |
