Taxonomy of abstractive dialogue summarization: scenarios, approaches, and future directions

Q Jia, Y Liu, S Ren, KQ Zhu - ACM Computing Surveys, 2023 - dl.acm.org
Abstractive dialogue summarization generates a concise and fluent summary covering the
salient information in a dialogue among two or more interlocutors. It has attracted significant …

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 …

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 …

Cross-lingual knowledge editing in large language models

J Wang, Y Liang, Z Sun, Y Cao, J Xu… - arxiv preprint arxiv …, 2023 - arxiv.org
Knowledge editing aims to change language models' performance on several special cases
(ie, editing scope) by infusing the corresponding expected knowledge into them. With the …

Multilingual large language model: A survey of resources, taxonomy and frontiers

L Qin, Q Chen, Y Zhou, Z Chen, Y Li, L Liao… - arxiv preprint arxiv …, 2024 - arxiv.org
Multilingual Large Language Models are capable of using powerful Large Language
Models to handle and respond to queries in multiple languages, which achieves remarkable …

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 …

Dual-gated fusion with prefix-tuning for multi-modal relation extraction

Q Li, S Guo, C Ji, X Peng, S Cui, J Li - arxiv preprint arxiv:2306.11020, 2023 - arxiv.org
Multi-Modal Relation Extraction (MMRE) aims at identifying the relation between two entities
in texts that contain visual clues. Rich visual content is valuable for the MMRE task, but …

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 …

A survey of multilingual large language models

L Qin, Q Chen, Y Zhou, Z Chen, Y Li, L Liao, M Li… - Patterns, 2025 - cell.com
Multilingual large language models (MLLMs) leverage advanced large language models to
process and respond to queries across multiple languages, achieving significant success in …