dialogue summary
6 papers with code • 1 benchmarks • 1 datasets
Benchmarks
These leaderboards are used to track progress in dialogue summary
| Trend | Dataset | Best Model | Paper | Code | Compare |
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SAMSum
Most implemented papers
SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization
Chen-Wang-CUHK/DialSum-with-SUFM-and-FR
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WS 2019
This paper introduces the SAMSum Corpus, a new dataset with abstractive dialogue summaries.
Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks
xcfcode/DHGN
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CCL 2021
In detail, we consider utterance and commonsense knowledge as two different types of data and design a Dialogue Heterogeneous Graph Network (D-HGN) for modeling both information.
Controllable Neural Dialogue Summarization with Personal Named Entity Planning
seq-to-mind/planning_dial_summ
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EMNLP 2021
The conditional sequences are modulated to decide what types of information or what perspective to focus on when forming summaries to tackle the under-constrained problem in summarization tasks.
A Focused Study on Sequence Length for Dialogue Summarization
Output length is critical to dialogue summarization systems.
Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization
zhouweixiao/mp4
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Specifically, we first conduct domain-aware pre-training using large-scale multi-scenario multi-domain dialogue data to enhance the adaptability of our pre-trained model.
