More Summarization Models

Yale-LILY / SummerTime

An open-source text summarization toolkit for non-experts. EMNLP'2021 Demo

https://arxiv.org/abs/2108.12738

Apache License 2.0

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More Summarization Models #13

Open niansong1996 opened 3 years ago

niansong1996 commented 3 years ago

For the next steps, we would like to have the following models:

[x] TextRank
[x] BART (import this from huggingface; refer to the Pegasus model we already have)

Assigning this to @troyfeng116

niansong1996 commented 3 years ago

TextRank and BART included now as of #17

Next steps should be multi-document summarization and dialogue summarization, assigning this to @zhangir-azerbayev Please let us know what models you are working on/will work on.

niansong1996 commented 3 years ago

[x] Long document summarization model -> Longformer -> @troyfeng116 -> Done #26
[x] dialogue summarization model -> HMNet -> @chatc -> Done #33
[x] multi-document summarization model -> Longformer w/ concated input -> @troyfeng116 -> Done #30

niansong1996 commented 3 years ago

Since @MuroriM added the multi-lingual summarization dataset MLSum in #35 , we may need to consider how to add to our current pipeline system and support this

[ ] Summarization models that can support languages other than English

niansong1996 commented 3 years ago

@NickSchoelkopf is currently working on multi-lingual summarization with #89