| Controllable Abstractive Dialogue Summarization with Sketch Supervision | May 28, 2021 | Abstractive Dialogue Summarization | CodeCode Available | 1 | 5 |
| Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization | Sep 10, 2021 | Abstractive Dialogue SummarizationArticles | CodeCode Available | 1 | 5 |
| Abstractive Meeting Summarization: A Survey | Aug 8, 2022 | Abstractive Dialogue SummarizationAbstractive Text Summarization | CodeCode Available | 1 | 5 |
| Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion | May 26, 2022 | Abstractive Dialogue SummarizationReranking | 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 |
| Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization | Sep 2, 2022 | Abstractive Dialogue SummarizationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization | Oct 4, 2020 | Abstractive Dialogue SummarizationArticles | CodeCode Available | 1 | 5 |
| SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization | Nov 27, 2019 | Abstractive Dialogue SummarizationAbstractive Text Summarization | CodeCode Available | 1 | 5 |
| Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization | Nov 1, 2021 | Abstractive Dialogue SummarizationConversation Summarization | CodeCode Available | 1 | 5 |
| Coreference-Aware Dialogue Summarization | Jun 16, 2021 | Abstractive Dialogue Summarization | CodeCode Available | 1 | 5 |
| Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking | Mar 3, 2022 | Abstractive Dialogue SummarizationDialogue State Tracking | CodeCode Available | 1 | 5 |
| DialogSum: A Real-Life Scenario Dialogue Summarization Dataset | May 14, 2021 | Abstractive Dialogue SummarizationCommon Sense Reasoning | CodeCode Available | 1 | 5 |
| The Cross-lingual Conversation Summarization Challenge | May 1, 2022 | Abstractive Dialogue SummarizationConversation Summarization | CodeCode Available | 1 | 5 |
| Restructuring Conversations using Discourse Relations for Zero-shot Abstractive Dialogue Summarization | Feb 5, 2019 | Abstractive Dialogue SummarizationAbstractive Text Summarization | 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 |
| Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue Acts | Sep 15, 2018 | Abstractive Dialogue SummarizationAbstractive Text Summarization | CodeCode Available | 0 | 5 |
| STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension | Dec 24, 2022 | Abstractive Dialogue SummarizationGraph Neural Network | —Unverified | 0 | 0 |
| Summarizing Dialogues with Negative Cues | Oct 1, 2022 | Abstractive Dialogue SummarizationArticles | —Unverified | 0 | 0 |
| Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions | Oct 18, 2022 | Abstractive Dialogue SummarizationArticles | —Unverified | 0 | 0 |
| Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes | Sep 15, 2020 | Abstractive Dialogue Summarizationdialogue summary | —Unverified | 0 | 0 |
| Who speaks like a style of Vitamin: Towards Syntax-Aware DialogueSummarization using Multi-task Learning | Sep 29, 2021 | Abstractive Dialogue SummarizationArticles | —Unverified | 0 | 0 |
| A Finer-grain Universal Dialogue Semantic Structures based Model For Abstractive Dialogue Summarization | Nov 1, 2021 | Abstractive Dialogue SummarizationAbstractive Text Summarization | —Unverified | 0 | 0 |
| CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization | Jun 11, 2024 | Abstractive Dialogue SummarizationAbstractive Text Summarization | —Unverified | 0 | 0 |
| Capturing Speaker Incorrectness: Speaker-Focused Post-Correction for Abstractive Dialogue Summarization | Nov 1, 2021 | Abstractive Dialogue Summarization | —Unverified | 0 | 0 |
| CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning | Dec 16, 2021 | Abstractive Dialogue SummarizationMeeting Summarization | —Unverified | 0 | 0 |
| CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning | Jan 16, 2022 | Abstractive Dialogue SummarizationMeeting Summarization | —Unverified | 0 | 0 |
| CorDial: Coarse-to-fine Abstractive Dialogue Summarization with Controllable Granularity | Jan 1, 2021 | Abstractive Dialogue Summarization | —Unverified | 0 | 0 |
| Effectiveness of French Language Models on Abstractive Dialogue Summarization Task | Jul 17, 2022 | Abstractive Dialogue Summarization | —Unverified | 0 | 0 |
| Enhancing Semantic Understanding with Self-supervised Methods for Abstractive Dialogue Summarization | Sep 1, 2022 | Abstractive Dialogue SummarizationAbstractive Text Summarization | —Unverified | 0 | 0 |
| Give the Truth: Incorporate Semantic Slot into Abstractive Dialogue Summarization | Nov 1, 2021 | Abstractive Dialogue SummarizationContrastive Learning | —Unverified | 0 | 0 |
| Human-in-the-loop Abstractive Dialogue Summarization | Dec 19, 2022 | Abstractive Dialogue Summarization | —Unverified | 0 | 0 |
| Improving Abstractive Dialogue Summarization with Conversational Structure and Factual Knowledge | Jan 1, 2021 | Abstractive Dialogue SummarizationSentence | —Unverified | 0 | 0 |
| Improving Abstractive Dialogue Summarization with Graph Structures and Topic Words | Dec 1, 2020 | Abstractive Dialogue SummarizationGraph Attention | —Unverified | 0 | 0 |
| Improving Abstractive Dialogue Summarization with Hierarchical Pretraining and Topic Segment | Nov 1, 2021 | Abstractive Dialogue SummarizationArticles | —Unverified | 0 | 0 |
| Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning | Nov 16, 2021 | Abstractive Dialogue SummarizationContrastive Learning | —Unverified | 0 | 0 |
| Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning | Oct 1, 2022 | Abstractive Dialogue SummarizationContrastive Learning | —Unverified | 0 | 0 |
