Title
ACT-MNMT Auto-Constriction Turning for Multilingual Neural Machine Translation Shaojie Dai Xin Liu Ping Luo Yue Yu LRM 174 1 0 11 Mar 2024
Can Large Language Models do Analytical Reasoning? Yebowen Hu Kaiqiang Song Sangwoo Cho Xiaoyang Wang H. Foroosh Dong Yu Fei Liu ELM ReLM LRM 79 2 0 06 Mar 2024
From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models Luiza Amador Pozzobon Patrick Lewis Sara Hooker Beyza Ermis 244 17 0 06 Mar 2024
General2Specialized LLMs Translation for E-commerce Kaidi Chen Ben Chen Dehong Gao Huangyu Dai Wen Jiang Wei Ning Jinsong Chen Libin Yang Xiaoyan Cai 111 12 0 06 Mar 2024
Did Translation Models Get More Robust Without Anyone Even Noticing? Ben Peters Marcely Zanon Boito 235 9 0 06 Mar 2024
EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation Yuqiao Wen Behzad Shayegh Chenyang Huang Yanshuai Cao Lili Mou 378 8 0 29 Feb 2024
Generative Models are Self-Watermarked: Declaring Model Authentication through Re-Generation Aditya Desu Xuanli He Xingliang Yuan Wei Lu WIGM 186 3 0 23 Feb 2024
Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech Processing Jeong Hun Yeo Seunghee Han Minsu Kim Y. Ro 260 31 0 23 Feb 2024
Towards an empirical understanding of MoE design choices Dongyang Fan Bettina Messmer Martin Jaggi 134 14 0 20 Feb 2024
Simpson's Paradox and the Accuracy-Fluency Tradeoff in Translation Zheng Wei Lim Ekaterina Vylomova Trevor Cohn Charles Kemp 123 9 0 20 Feb 2024
Centroid-Based Efficient Minimum Bayes Risk Decoding Hiroyuki Deguchi Yusuke Sakai Hidetaka Kamigaito Taro Watanabe Hideki Tanaka Masao Utiyama 135 14 0 17 Feb 2024
JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models Jillian R. Fisher Ximing Lu Jaehun Jung Liwei Jiang Zaid Harchaoui Yejin Choi 204 9 0 13 Feb 2024
Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets Israel Abebe Azime A. Tonja Tadesse Destaw Belay Mitiku Yohannes Fuge A. Wassie Eyasu Shiferaw Jada Yonas Chanie W. Sewunetie Seid Muhie Yimam 293 7 0 12 Feb 2024
Quality Does Matter: A Detailed Look at the Quality and Utility of Web-Mined Parallel CorporaConference of the European Chapter of the Association for Computational Linguistics (EACL), 2024 Surangika Ranathunga Nisansa de Silva Menan Velayuthan Aloka Fernando Charitha Rathnayake 265 17 0 12 Feb 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction TuningAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Shivalika Singh Freddie Vargus Daniel D'souza Börje F. Karlsson Abinaya Mahendiran ... Max Bartolo Julia Kreutzer Ahmet Üstün Marzieh Fadaee Sara Hooker 355 169 0 09 Feb 2024
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains Junhong Shen Neil Tenenholtz James Hall David Alvarez-Melis Nicolò Fusi 197 52 0 06 Feb 2024
Constrained Decoding for Cross-lingual Label ProjectionInternational Conference on Learning Representations (ICLR), 2024 Duong Minh Le Yang Chen Alan Ritter Wei Xu 145 11 0 05 Feb 2024
Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual Learning Ashish Agrawal Barah Fazili Preethi Jyothi 227 7 0 03 Feb 2024
Non-Exchangeable Conformal Language Generation with Nearest Neighbors Dennis Ulmer Chrysoula Zerva André F. T. Martins 357 16 0 01 Feb 2024
MT-Ranker: Reference-free machine translation evaluation by inter-system ranking Ibraheem Muhammad Moosa Rui Zhang Wenpeng Yin 177 8 0 30 Jan 2024
When Large Language Models Meet Vector Databases: A Survey Zhi Jing Yongye Su Yikun Han Bo Yuan Haiyun Xu Chunjiang Liu Kehai Chen Min Zhang 400 69 0 30 Jan 2024
How Far Can 100 Samples Go? Unlocking Overall Zero-Shot Multilingual Translation via Tiny Multi-Parallel Data Di Wu Shaomu Tan Yan Meng David Stap Christof Monz 137 0 0 22 Jan 2024
Machine Translation with Large Language Models: Prompt Engineering for Persian, English, and Russian Directions Nooshin Pourkamali Shler Ebrahim Sharifi LRM 153 17 0 16 Jan 2024
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine TranslationInternational Conference on Machine Learning (ICML), 2024 Haoran Xu Amr Sharaf Yunmo Chen Weiting Tan Lingfeng Shen Benjamin Van Durme Kenton W. Murray Young Jin Kim ALM 392 384 0 16 Jan 2024
Inferflow: an Efficient and Highly Configurable Inference Engine for Large Language Models Shuming Shi Enbo Zhao Deng Cai Leyang Cui Xinting Huang Huayang Li 94 4 0 16 Jan 2024
Authorship Obfuscation in Multilingual Machine-Generated Text DetectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Dominik Macko Robert Moro Adaku Uchendu Ivan Srba Jason Samuel Lucas Michiharu Yamashita Nafis Irtiza Tripto Dongwon Lee Jakub Simko Maria Bielikova DeLMO 280 26 0 15 Jan 2024
Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine TranslationIEEE Transactions on Audio, Speech, and Language Processing (IEEE TASLP), 2024 Yun-Wei Chu Dong-Jun Han Christopher G. Brinton 266 5 0 15 Jan 2024
AntEval: Evaluation of Social Interaction Competencies in LLM-Driven Agents Yuanzhi Liang Linchao Zhu Yi Yang LLMAG 192 0 0 12 Jan 2024
Machine Translation Models are Zero-Shot Detectors of Translation DirectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Michelle Wastl Jannis Vamvas Rico Sennrich VLM 482 0 0 12 Jan 2024
Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages Zhuoyuan Mao Yen Yu ALM 164 4 0 11 Jan 2024
POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Shilong Pan Zhiliang Tian Liang Ding Zhen Huang Zhihua Wen Dongsheng Li 263 2 0 11 Jan 2024
Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding Yuu Jinnai Kaito Ariu 271 13 0 05 Jan 2024
Aspect-Based Sentiment Analysis with Explicit Sentiment Augmentations Jihong Ouyang Zhiyao Yang Silong Liang Bing Wang Yimeng Wang Ximing Li 130 16 0 18 Dec 2023
Pipeline and Dataset Generation for Automated Fact-checking in Almost Any Language Jan Drchal Herbert Ullrich Tomás Mlynár Václav Moravec HILM 307 5 0 15 Dec 2023
Neural Machine Translation of Clinical Text: An Empirical Investigation into Multilingual Pre-Trained Language Models and Transfer-Learning Lifeng Han Serge Gladkoff G. Erofeev Irina Sorokina Betty Galiano Goran Nenadic LM&MA 328 18 0 12 Dec 2023
First Attempt at Building Parallel Corpora for Machine Translation of Northeast India's Very Low-Resource LanguagesICON (ICON), 2023 A. Tonja Melkamu Mersha Ananya Kalita Olga Kolesnikova Jugal Kalita 135 6 0 08 Dec 2023
Clustering Pseudo Language Family in Multilingual Translation Models with Fisher Information MatrixConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Xinyu Ma Xuebo Liu Min Zhang 207 3 0 05 Dec 2023
AV2AV: Direct Audio-Visual Speech to Audio-Visual Speech Translation with Unified Audio-Visual Speech RepresentationComputer Vision and Pattern Recognition (CVPR), 2023 J. Choi Se Jin Park Minsu Kim Y. Ro 315 15 0 05 Dec 2023
Supervising the Centroid Baseline for Extractive Multi-Document Summarization Simão Gonçalves Gonçalo M. Correia Diogo Pernes Afonso Mendes 176 2 0 29 Nov 2023
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text DetoxificationInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Daryna Dementieva Daniil Moskovskiy David Dale Sergey Petrakov 297 24 0 23 Nov 2023
Leveraging Closed-Access Multilingual Embedding for Automatic Sentence Alignment in Low Resource Languages Idris Abdulmumin Auwal Abubakar Khalid Shamsuddeen Hassan Muhammad Ibrahim Said Ahmad L. Aliyu Babangida Sani B.M. Abduljalil Sani Ahmad Hassan 193 0 0 20 Nov 2023
Portuguese FAQ for Financial Services Paulo Finardi Wanderley M. Melo Edgard D. Medeiros Neto Alex F. Mansano Pablo B. Costa Vinicius Fernandes Caridá 141 0 0 19 Nov 2023
JWSign: A Highly Multilingual Corpus of Bible Translations for more Diversity in Sign Language Processing Shester Gueuwou Sophie Siake Colin Leong Mathias Müller SLR 312 19 0 16 Nov 2023
AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages Jiayi Wang David Ifeoluwa Adelani Sweta Agrawal Marek Masiak Ricardo Rei ... V. Otiende C. Mbonu Sakayo Toadoum Sari Yao Lu Pontus Stenetorp 161 19 0 16 Nov 2023
To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource LanguagesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Benedikt Ebing Goran Glavaš 242 6 0 15 Nov 2023
MELA: Multilingual Evaluation of Linguistic AcceptabilityAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Ziyin Zhang Yikang Liu Wei-Ping Huang Junyu Mao Rui Wang Hai Hu 260 15 0 15 Nov 2023
Extending Multilingual Machine Translation through Imitation Learning Wen Lai Viktor Hangya Kangyang Luo Alexander Fraser LRM CLL 400 5 0 14 Nov 2023
Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation ModelsFirst Workshop on Insights from Negative Results in NLP (Insights), 2023 Alireza Mohammadshahi Jannis Vamvas Rico Sennrich LRM 356 2 0 13 Nov 2023
Unsupervised Translation Quality Estimation Exploiting Synthetic Data and Pre-trained Multilingual Encoder Yuto Kuroda Atsushi Fujita Tomoyuki Kajiwara Takashi Ninomiya 159 0 0 09 Nov 2023
Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative DecodingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jiali Zeng Fandong Meng Yongjing Yin Jie Zhou 241 14 0 06 Nov 2023

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Beyond English-Centric Multilingual Machine Translation

Papers citing "Beyond English-Centric Multilingual Machine Translation"