| The Cross-lingual Conversation Summarization Challenge | May 1, 2022 | Abstractive Dialogue SummarizationConversation Summarization | CodeCode Available | 1 |
| GupShup: Summarizing Open-Domain Code-Switched Conversations | Nov 1, 2021 | Abstractive Text SummarizationConversation Summarization | CodeCode Available | 1 |
| Summarizing Medical Conversations via Identifying Important Utterances | Dec 1, 2020 | Conversation Summarization | CodeCode Available | 1 |
| Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs | Apr 16, 2021 | Conversation SummarizationDecoder | CodeCode Available | 1 |
| Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization | Nov 1, 2021 | Abstractive Dialogue SummarizationConversation Summarization | CodeCode Available | 1 |
| Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation | Jul 8, 2023 | Conversation Summarization | CodeCode Available | 1 |
| ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining | Jun 1, 2021 | Abstractive Text SummarizationArgument Mining | CodeCode Available | 1 |
| Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures | Sep 18, 2020 | Conversation SummarizationDecision Making | —Unverified | 0 |
| Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures. | Nov 1, 2020 | Conversation SummarizationDecision Making | —Unverified | 0 |
| Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries | Feb 20, 2024 | Conversation SummarizationDialogue State Tracking | —Unverified | 0 |
| Exploring Robustness in Doctor-Patient Conversation Summarization: An Analysis of Out-of-Domain SOAP Notes | Jun 5, 2024 | Conversation SummarizationLanguage Modeling | —Unverified | 0 |
| Findings on Conversation Disentanglement | Dec 10, 2021 | Conversational Question AnsweringConversation Disentanglement | —Unverified | 0 |
| ForumSum: A Multi-Speaker Conversation Summarization Dataset | Nov 1, 2021 | Abstractive Text SummarizationConversation Summarization | —Unverified | 0 |
| Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models | May 10, 2023 | Conversation SummarizationDecision Making | —Unverified | 0 |
| GupShup: An Annotated Corpus for Abstractive Summarization of Open-Domain Code-Switched Conversations | Apr 17, 2021 | Abstractive Text SummarizationConversation Summarization | —Unverified | 0 |
| Improving Faithfulness of Abstractive Summarization by Controlling Confounding Effect of Irrelevant Sentences | Dec 19, 2022 | Abstractive Text SummarizationConversation Summarization | —Unverified | 0 |
| SafeSpeech: A Comprehensive and Interactive Tool for Analysing Sexist and Abusive Language in Conversations | Mar 9, 2025 | Abusive LanguageConversation Summarization | —Unverified | 0 |
| UniMC: A Unified Framework for Long-Term Memory Conversation via Relevance Representation Learning | Jun 18, 2023 | Conversation SummarizationDecoder | —Unverified | 0 |
| Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond | Feb 6, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Call Centre Conversation Summarization: A Pilot Task at Multiling 2015 | Sep 1, 2015 | Abstractive Text SummarizationConversation Summarization | —Unverified | 0 |
| Compositional Data Augmentation for Abstractive Conversation Summarization | Nov 16, 2021 | Conversation SummarizationData Augmentation | —Unverified | 0 |
| Context-Aware LLM Translation System Using Conversation Summarization and Dialogue History | Oct 22, 2024 | Conversation SummarizationTranslation | —Unverified | 0 |
| ConvoGen: Enhancing Conversational AI with Synthetic Data: A Multi-Agent Approach | Mar 21, 2025 | Conversation SummarizationFew-Shot Learning | —Unverified | 0 |
| Discourse over Discourse: The Need for an Expanded Pragmatic Focus in Conversational AI | Apr 27, 2023 | Conversation Summarization | —Unverified | 0 |
| Summary Grounded Conversation Generation | Jun 7, 2021 | Conversation SummarizationText Generation | —Unverified | 0 |
| Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations | Oct 3, 2019 | Conversation SummarizationExtractive Summarization | —Unverified | 0 |
| Experience and Evidence are the eyes of an excellent summarizer! Towards Knowledge Infused Multi-modal Clinical Conversation Summarization | Sep 27, 2023 | Conversation Summarization | CodeCode Available | 0 |
| Two eyes, Two views, and finally, One summary! Towards Multi-modal Multi-tasking Knowledge-Infused Medical Dialogue Summarization | Jul 21, 2024 | ChunkingConversation Summarization | CodeCode Available | 0 |
| DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents | Mar 30, 2023 | Conversation SummarizationLanguage Modeling | CodeCode Available | 0 |
| Adding more data does not always help: A study in medical conversation summarization with PEGASUS | Nov 15, 2021 | Active LearningConversation Summarization | CodeCode Available | 0 |
| Real-time Speech Summarization for Medical Conversations | Jun 22, 2024 | Conversation SummarizationText Summarization | CodeCode Available | 0 |
| IUTEAM1 at MEDIQA-Chat 2023: Is simple fine tuning effective for multilayer summarization of clinical conversations? | Jun 7, 2023 | Conversation Summarization | CodeCode Available | 0 |
