Zero-shot cross-lingual summarization via large language models

J Wang, Y Liang, F Meng, B Zou, Z Li, J Qu… - arxiv preprint arxiv …, 2023 - arxiv.org
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 …

A survey on cross-lingual summarization

J Wang, F Meng, D Zheng, Y Liang, Z Li… - Transactions of the …, 2022 - direct.mit.edu
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 …

Clidsum: A benchmark dataset for cross-lingual dialogue summarization

J Wang, F Meng, Z Lu, D Zheng, Z Li, J Qu… - arxiv preprint arxiv …, 2022 - arxiv.org
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 …

A variational hierarchical model for neural cross-lingual summarization

Y Liang, F Meng, C Zhou, J Xu, Y Chen, J Su… - arxiv preprint arxiv …, 2022 - arxiv.org
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 …

Towards unifying multi-lingual and cross-lingual summarization

J Wang, F Meng, D Zheng, Y Liang, Z Li, J Qu… - arxiv preprint arxiv …, 2023 - arxiv.org
To adapt text summarization to the multilingual world, previous work proposes multi-lingual
summarization (MLS) and cross-lingual summarization (CLS). However, these two tasks …

Assist non-native viewers: Multimodal cross-lingual summarization for how2 videos

N Liu, K Wei, X Sun, H Yu, F Yao, L **… - Proceedings of the …, 2022 - aclanthology.org
Multimodal summarization for videos aims to generate summaries from multi-source
information (videos, audio transcripts), which has achieved promising progress. However …

Long-document cross-lingual summarization

S Zheng, Z Li, J Wang, J Qu, A Liu, L Zhao… - Proceedings of the …, 2023 - dl.acm.org
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 …

Understanding translationese in cross-lingual summarization

J Wang, F Meng, Y Liang, T Zhang, J Xu, Z Li… - arxiv preprint arxiv …, 2022 - arxiv.org
Given a document in a source language, cross-lingual summarization (CLS) aims at
generating a concise summary in a different target language. Unlike monolingual …

Ffci: A framework for interpretable automatic evaluation of summarization

F Koto, T Baldwin, JH Lau - Journal of Artificial Intelligence Research, 2022 - jair.org
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 …

MSAMSum: Towards benchmarking multi-lingual dialogue summarization

X Feng, X Feng, B Qin - … of the Second DialDoc Workshop on …, 2022 - aclanthology.org
Dialogue summarization helps users capture salient information from various types of
dialogues has received much attention recently. However, current works mainly focus on …