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Zero-shot cross-lingual summarization via large language models
Given a document in a source language, cross-lingual summarization (CLS) aims to
generate a summary in a different target language. Recently, the emergence of Large …
generate a summary in a different target language. Recently, the emergence of Large …
A survey on cross-lingual summarization
Cross-lingual summarization is the task of generating a summary in one language (eg,
English) for the given document (s) in a different language (eg, Chinese). Under the …
English) for the given document (s) in a different language (eg, Chinese). Under the …
Clidsum: A benchmark dataset for cross-lingual dialogue summarization
We present ClidSum, a benchmark dataset for building cross-lingual summarization systems
on dialogue documents. It consists of 67k+ dialogue documents from two subsets (ie …
on dialogue documents. It consists of 67k+ dialogue documents from two subsets (ie …
A variational hierarchical model for neural cross-lingual summarization
The goal of the cross-lingual summarization (CLS) is to convert a document in one language
(eg, English) to a summary in another one (eg, Chinese). Essentially, the CLS task is the …
(eg, English) to a summary in another one (eg, Chinese). Essentially, the CLS task is the …
Towards unifying multi-lingual and cross-lingual summarization
To adapt text summarization to the multilingual world, previous work proposes multi-lingual
summarization (MLS) and cross-lingual summarization (CLS). However, these two tasks …
summarization (MLS) and cross-lingual summarization (CLS). However, these two tasks …
Assist non-native viewers: Multimodal cross-lingual summarization for how2 videos
Multimodal summarization for videos aims to generate summaries from multi-source
information (videos, audio transcripts), which has achieved promising progress. However …
information (videos, audio transcripts), which has achieved promising progress. However …
Long-document cross-lingual summarization
Cross-Lingual Summarization (CLS) aims at generating summaries in one language for the
given documents in another language. CLS has attracted wide research attention due to its …
given documents in another language. CLS has attracted wide research attention due to its …
Understanding translationese in cross-lingual summarization
Given a document in a source language, cross-lingual summarization (CLS) aims at
generating a concise summary in a different target language. Unlike monolingual …
generating a concise summary in a different target language. Unlike monolingual …
Ffci: A framework for interpretable automatic evaluation of summarization
In this paper, we propose FFCI, a framework for fine-grained summarization evaluation that
comprises four elements: faithfulness (degree of factual consistency with the source), focus …
comprises four elements: faithfulness (degree of factual consistency with the source), focus …
MSAMSum: Towards benchmarking multi-lingual dialogue summarization
Dialogue summarization helps users capture salient information from various types of
dialogues has received much attention recently. However, current works mainly focus on …
dialogues has received much attention recently. However, current works mainly focus on …