Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers

7 April 2024

Zhi Chen

Wanxiang Che

Philip S. Yu

LRM

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Papers citing "Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers"

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Title
BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Z. Wang Hongwei Li Rui Zhang Wenbo Jiang Kangjie Chen Tianwei Zhang Qingchuan Zhao Guowen Xu AAML 34 0 0 06 May 2025
Enhancing Non-Core Language Instruction-Following in Speech LLMs via Semi-Implicit Cross-Lingual CoT Reasoning Hongfei Xue Yufeng Tang Hexin Liu Jun Zhang Xuelong Geng Lei Xie LRM 50 0 0 29 Apr 2025
Language Imbalance Driven Rewarding for Multilingual Self-improving Wen Yang Junhong Wu Chen Wang Chengqing Zong J. Zhang ALM LRM 42 4 0 11 Oct 2024
Undesirable Memorization in Large Language Models: A Survey Ali Satvaty Suzan Verberne Fatih Turkmen ELM PILM 57 7 0 03 Oct 2024
RLSF: Reinforcement Learning via Symbolic Feedback Piyush Jha Prithwish Jana Arnav Arora Vijay Ganesh LRM 28 3 0 26 May 2024
Mixed Text Recognition with Efficient Parameter Fine-Tuning and Transformer Da Chang Yu Li 36 2 0 19 Apr 2024
Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models Terra Blevins Tomasz Limisiewicz Suchin Gururangan Margaret Li Hila Gonen Noah A. Smith Luke Zettlemoyer 36 8 0 19 Jan 2024
Machine Translation with Large Language Models: Prompt Engineering for Persian, English, and Russian Directions Nooshin Pourkamali Shler Ebrahim Sharifi LRM 31 9 0 16 Jan 2024
MAPO: Advancing Multilingual Reasoning through Multilingual Alignment-as-Preference Optimization Shuaijie She Wei Zou Shujian Huang Wenhao Zhu Xiang Liu Xiang Geng Jiajun Chen LRM 38 13 0 12 Jan 2024
Quality and Quantity of Machine Translation References for Automatic Metrics Vilém Zouhar Ondrej Bojar 39 4 0 02 Jan 2024
Investigating Zero-Shot Generalizability on Mandarin-English Code-Switched ASR and Speech-to-text Translation of Recent Foundation Models with Self-Supervision and Weak Supervision Chih-Kai Yang Kuan-Po Huang Ke-Han Lu Chun-Yi Kuan Chi-Yuan Hsiao Hung-yi Lee 40 7 0 30 Dec 2023
Speech Translation with Large Language Models: An Industrial Practice Zhichao Huang Rong Ye Tom Ko Qianqian Dong Shanbo Cheng Mingxuan Wang Hang Li 32 9 0 21 Dec 2023
TigerBot: An Open Multilingual Multitask LLM Ye Chen Wei Cai Liangming Wu Xiaowei Li Zhanxuan Xin Cong Fu 36 10 0 14 Dec 2023
Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction S. Kwon Gagan Bhatia El Moatez Billah Nagoudi Muhammad Abdul-Mageed 39 17 0 13 Dec 2023
Bridging Background Knowledge Gaps in Translation with Automatic Explicitation HyoJung Han Jordan L. Boyd-Graber Marine Carpuat 60 5 0 03 Dec 2023
Explanatory Argument Extraction of Correct Answers in Resident Medical Exams Iakes Goenaga Aitziber Atutxa Koldo Gojenola Maite Oronoz Rodrigo Agerri ELM 40 5 0 01 Dec 2023
Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs Simone Conia Min Li Daniel Lee U. F. Minhas Ihab F. Ilyas Yunyao Li 37 8 0 27 Nov 2023
Assessing Translation capabilities of Large Language Models involving English and Indian Languages Vandan Mujadia Ashok Urlana Yash Bhaskar Penumalla Aditya Pavani Kukkapalli Shravya Parameswari Krishnamurthy D. Sharma ELM 31 4 0 15 Nov 2023
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL Xiaoqian Li Ercong Nie Sheng Liang RALM LRM 80 6 0 11 Nov 2023
Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study Maarten De Raedt Semere Kiros Bitew Fréderic Godin Thomas Demeester Chris Develder 28 3 0 11 Nov 2023
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models? Shaoyang Xu Junzhuo Li Deyi Xiong KELM 43 6 0 07 Nov 2023
Crosslingual Retrieval Augmented In-context Learning for Bangla Xiaoqian Li Ercong Nie Sheng Liang RALM LRM 42 7 0 01 Nov 2023
MILDSum: A Novel Benchmark Dataset for Multilingual Summarization of Indian Legal Case Judgments Debtanu Datta Shubham Soni Rajdeep Mukherjee Saptarshi Ghosh ELM AILaw 34 1 0 28 Oct 2023
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization Ningyu Xu Qi Zhang Jingting Ye Menghan Zhang Xuanjing Huang 34 4 0 19 Oct 2023
xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark Chen Zhang L. F. D’Haro Chengguang Tang Ke Shi Guohua Tang Haizhou Li ELM 28 9 0 13 Oct 2023
WanJuan: A Comprehensive Multimodal Dataset for Advancing English and Chinese Large Models Conghui He Zhenjiang Jin Chaoxi Xu Jiantao Qiu Bin Wang Wei Li Hang Yan Jiaqi Wang Da Lin 56 32 0 21 Aug 2023
Multilingual Few-Shot Learning via Language Model Retrieval Genta Indra Winata Liang-Kang Huang Soumya Vadlamannati Yash Chandarana RALM 25 2 0 19 Jun 2023
Detecting and Mitigating Hallucinations in Multilingual Summarisation Yifu Qiu Yftah Ziser Anna Korhonen E. Ponti Shay B. Cohen HILM 46 42 0 23 May 2023
A Survey of Code-switching: Linguistic and Social Perspectives for Language Technologies A. Seza Doğruöz Sunayana Sitaram Barbara E. Bullock Almeida Jacqueline Toribio 52 72 0 05 Jan 2023
On the Calibration of Massively Multilingual Language Models Kabir Ahuja Sunayana Sitaram Sandipan Dandapat Monojit Choudhury 37 16 0 21 Oct 2022
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 162 320 0 06 Oct 2022
Bidirectional Language Models Are Also Few-shot Learners Ajay Patel Bryan Li Mohammad Sadegh Rasooli Noah Constant Colin Raffel Chris Callison-Burch LRM 37 45 0 29 Sep 2022
Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset Ashish V. Thapliyal Jordi Pont-Tuset Xi Chen Radu Soricut VGen 55 71 0 25 May 2022
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers Boseop Kim Hyoungseok Kim Sang-Woo Lee Gichang Lee Donghyun Kwak ... Jaewook Kang Inho Kang Jung-Woo Ha W. Park Nako Sung VLM 224 121 0 10 Sep 2021
MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk ELM 239 489 0 16 Oct 2019
DiaBLa: A Corpus of Bilingual Spontaneous Written Dialogues for Machine Translation Rachel Bawden S. Rosset Thomas Lavergne Éric Bilinski 29 13 0 30 May 2019