Title
Don't Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation Giorgos Vernikos Andrei Popescu-Belis 85 15 0 12 Jan 2024
TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models Yihong Liu Chunlan Ma Haotian Ye Hinrich Schütze 55 2 0 12 Jan 2024
Adapting Large Language Models for Document-Level Machine Translation Minghao Wu Thuy-Trang Vu Zhuang Li George F. Foster Gholamreza Haffari 158 45 0 12 Jan 2024
PersianMind: A Cross-Lingual Persian-English Large Language Model Pedram Rostami Ali Salemi M. Dousti CLL LRM 56 5 0 12 Jan 2024
An approach for mistranslation removal from popular dataset for Indic MT Task Sudhansu Bala Das Leo Raphael Rodrigues Tapas Kumar Mishra Bidyut Kr. Patra 37 1 0 12 Jan 2024
Machine Translation Models are Zero-Shot Detectors of Translation Direction Michelle Wastl Jannis Vamvas Rico Sennrich VLM 124 0 0 12 Jan 2024
Towards Boosting Many-to-Many Multilingual Machine Translation with Large Language Models Pengzhi Gao Zhongjun He Hua Wu Haifeng Wang AI4CE 68 3 0 11 Jan 2024
Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages Zhuoyuan Mao Yen Yu ALM 58 2 0 11 Jan 2024
A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism Brian Thompson Mehak Preet Dhaliwal Peter Frisch Tobias Domhan Marcello Federico 88 17 0 11 Jan 2024
POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation Shilong Pan Zhiliang Tian Liang Ding Zhen Huang Zhihua Wen Dongsheng Li 107 2 0 11 Jan 2024
Aligning Translation-Specific Understanding to General Understanding in Large Language Models Yi-Chong Huang Xiaocheng Feng Baohang Li Chengpeng Fu Wenshuai Huo Ting Liu Bing Qin 49 0 0 10 Jan 2024
MuTox: Universal MUltilingual Audio-based TOXicity Dataset and Zero-shot Detector Marta R. Costa-jussá Mariano Coria Meglioli Pierre Yves Andrews David Dale Prangthip Hansanti Elahe Kalbassi Alex Mourachko C. Ropers Carleigh Wood 76 15 0 10 Jan 2024
LLM Augmented LLMs: Expanding Capabilities through Composition Rachit Bansal Bidisha Samanta Siddharth Dalmia Nitish Gupta Shikhar Vashishth Sriram Ganapathy Abhishek Bapna Prateek Jain Partha P. Talukdar CLL 83 38 0 04 Jan 2024
Cheetah: Natural Language Generation for 517 African Languages Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed 67 6 0 02 Jan 2024
Typhoon: Thai Large Language Models Kunat Pipatanakul Phatrasek Jirabovonvisut Potsawee Manakul Sittipong Sripaisarnmongkol Ruangsak Patomwong Pathomporn Chokchainant Kasima Tharnpipitchai 102 17 0 21 Dec 2023
Fine-tuning Large Language Models for Adaptive Machine Translation Yasmin Moslem Rejwanul Haque Andy Way 59 29 0 20 Dec 2023
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? Tannon Kew Florian Schottmann Rico Sennrich LRM 98 40 0 20 Dec 2023
Predicting Human Translation Difficulty with Neural Machine Translation Zheng Wei Lim Ekaterina Vylomova Charles Kemp Trevor Cohn 102 0 0 19 Dec 2023
An In-depth Look at Gemini's Language Abilities Syeda Nahida Akter Zichun Yu Aashiq Muhamed Tianyue Ou Alex Bäuerle Ángel Alexander Cabrera Krish Dholakia Chenyan Xiong Graham Neubig LRM ELM 98 36 0 18 Dec 2023
Split and Rephrase with Large Language Models David Ponce Thierry Etchegoyhen Jesús Calleja-Perez Harritxu Gete ReLM LRM 88 2 0 18 Dec 2023
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages Saiful Haq Ashutosh Sharma Pushpak Bhattacharyya 59 3 0 15 Dec 2023
A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions Jack Urbanek Florian Bordes Pietro Astolfi Mary Williamson Vasu Sharma Adriana Romero Soriano CLIP 3DV 93 48 0 14 Dec 2023
A Survey of Text Watermarking in the Era of Large Language Models Aiwei Liu Leyi Pan Yijian Lu Jingjing Li Xuming Hu Xi Zhang Lijie Wen Irwin King Hui Xiong Philip S. Yu WaLM 117 66 0 13 Dec 2023
Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction S. Kwon Gagan Bhatia El Moatez Billah Nagoudi Muhammad Abdul-Mageed 103 18 0 13 Dec 2023
Saturn Platform: Foundation Model Operations and Generative AI for Financial Services Antonio Busson Rennan Gaio Rafael H. Rocha Francisco Evangelista Bruno Rizzi Luan Carvalho Rafael Miceli Marcos Rabaioli David Favaro 60 1 0 12 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 97 10 0 12 Dec 2023
Order Matters in the Presence of Dataset Imbalance for Multilingual Learning Dami Choi Derrick Xin Hamid Dadkhahi Justin Gilmer Ankush Garg Orhan Firat Chih-Kuan Yeh Andrew M. Dai Behrooz Ghorbani 111 3 0 11 Dec 2023
First Attempt at Building Parallel Corpora for Machine Translation of Northeast India's Very Low-Resource Languages A. Tonja Melkamu Mersha Ananya Kalita Olga Kolesnikova Jugal Kalita 53 2 0 08 Dec 2023
Clustering Pseudo Language Family in Multilingual Translation Models with Fisher Information Matrix Xinyu Ma Xuebo Liu Min Zhang 90 1 0 05 Dec 2023
AV2AV: Direct Audio-Visual Speech to Audio-Visual Speech Translation with Unified Audio-Visual Speech Representation J. Choi Se Jin Park Minsu Kim Y. Ro 114 14 0 05 Dec 2023
SeaLLMs -- Large Language Models for Southeast Asia Xuan-Phi Nguyen Wenxuan Zhang Xin Li Mahani Aljunied Zhiqiang Hu ... Yue Deng Sen Yang Chaoqun Liu Hang Zhang Li Bing LRM 112 85 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 115 9 0 27 Nov 2023
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification Daryna Dementieva Daniil Moskovskiy David Dale Alexander Panchenko 113 16 0 23 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 79 10 0 16 Nov 2023
Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking Nan Xu Fei Wang Ben Zhou Bangzheng Li Chaowei Xiao Muhao Chen 111 60 0 16 Nov 2023
Fumbling in Babel: An Investigation into ChatGPT's Language Identification Ability Wei-Rui Chen Ife Adebara Khai Duy Doan Qisheng Liao Muhammad Abdul-Mageed 74 7 0 16 Nov 2023
To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages Benedikt Ebing Goran Glavaš 71 4 0 15 Nov 2023
Divergences between Language Models and Human Brains Yuchen Zhou Emmy Liu Graham Neubig Michael J. Tarr Leila Wehbe 135 3 0 15 Nov 2023
When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages Tyler A. Chang Catherine Arnett Zhuowen Tu Benjamin Bergen LRM 142 8 0 15 Nov 2023
Structural Priming Demonstrates Abstract Grammatical Representations in Multilingual Language Models J. Michaelov Catherine Arnett Tyler A. Chang Benjamin Bergen 66 14 0 15 Nov 2023
Violet: A Vision-Language Model for Arabic Image Captioning with Gemini Decoder Abdelrahman Mohamed Fakhraddin Alwajih El Moatez Billah Nagoudi Alcides Alcoba Inciarte Muhammad Abdul-Mageed VLM MLLM 65 7 0 15 Nov 2023
Evaluating Gender Bias in the Translation of Gender-Neutral Languages into English Spencer Rarrick Ranjita Naik Sundar Poudel Vishal Chowdhary 62 0 0 15 Nov 2023
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning Zhihan Zhang Dong-Ho Lee Yuwei Fang Wenhao Yu Mengzhao Jia Meng Jiang Francesco Barbieri ALM 116 30 0 15 Nov 2023
Extending Multilingual Machine Translation through Imitation Learning Wen Lai Viktor Hangya Alexander Fraser LRM CLL 69 4 0 14 Nov 2023
Direct Preference Optimization for Neural Machine Translation with Minimum Bayes Risk Decoding Guangyu Yang Jinghong Chen Weizhe Lin Bill Byrne 88 22 0 14 Nov 2023
MC $^2$ : Towards Transparent and Culturally-Aware NLP for Minority Languages in China Chen Zhang Mingxu Tao Quzhe Huang Jiuheng Lin Zhibin Chen Yansong Feng 56 3 0 14 Nov 2023
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks Sanchit Ahuja Divyanshu Aggarwal Varun Gumma Ishaan Watts Ashutosh Sathe ... Rishav Hada Prachi Jain Maxamed Axmed Kalika Bali Sunayana Sitaram ELM 113 46 0 13 Nov 2023
Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation Models Alireza Mohammadshahi Jannis Vamvas Rico Sennrich LRM 51 0 0 13 Nov 2023
Simple and Effective Input Reformulations for Translation Brian Yu Hansen Lillemark Kurt Keutzer 69 0 0 12 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 87 4 0 11 Nov 2023