| The Cross-lingual Conversation Summarization Challenge | May 1, 2022 | 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 |
| Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization | Nov 1, 2021 | Abstractive Dialogue 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 |
| ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining | Jun 1, 2021 | Abstractive Text SummarizationArgument Mining | CodeCode Available | 1 |
| GupShup: Summarizing Open-Domain Code-Switched Conversations | Nov 1, 2021 | Abstractive Text SummarizationConversation Summarization | CodeCode Available | 1 |
| ConvoGen: Enhancing Conversational AI with Synthetic Data: A Multi-Agent Approach | Mar 21, 2025 | Conversation SummarizationFew-Shot Learning | —Unverified | 0 |
| Call Centre Conversation Summarization: A Pilot Task at Multiling 2015 | Sep 1, 2015 | Abstractive Text SummarizationConversation Summarization | —Unverified | 0 |
| Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures | Sep 18, 2020 | Conversation SummarizationDecision Making | —Unverified | 0 |
