Taxonomy of abstractive dialogue summarization: scenarios, approaches, and future directions
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 …
salient information in a dialogue among two or more interlocutors. It has attracted significant …
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 …
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 …
Cross-lingual knowledge editing in large language models
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 …
(ie, editing scope) by infusing the corresponding expected knowledge into them. With the …
Multilingual large language model: A survey of resources, taxonomy and frontiers
Multilingual Large Language Models are capable of using powerful Large Language
Models to handle and respond to queries in multiple languages, which achieves remarkable …
Models to handle and respond to queries in multiple languages, which achieves remarkable …
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 …
Dual-gated fusion with prefix-tuning for multi-modal relation extraction
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 …
in texts that contain visual clues. Rich visual content is valuable for the MMRE task, but …
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 …
A survey of multilingual large language models
Multilingual large language models (MLLMs) leverage advanced large language models to
process and respond to queries across multiple languages, achieving significant success in …
process and respond to queries across multiple languages, achieving significant success in …