Title
How Good are Commercial Large Language Models on African Languages? Jessica Ojo Kelechi Ogueji 83 5 0 11 May 2023
CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages Kaushal Kumar Maurya Rahul Kejriwal M. Desarkar Anoop Kunchukuttan 82 1 0 09 May 2023
Learning Language-Specific Layers for Multilingual Machine Translation Telmo Pires Robin M. Schmidt Yi-Hsiu Liao Stephan Peitz 109 19 0 04 May 2023
Towards Being Parameter-Efficient: A Stratified Sparsely Activated Transformer with Dynamic Capacity Da Xu Maha Elbayad Kenton W. Murray Jean Maillard Vedanuj Goswami MoE 62 3 0 03 May 2023
LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions Minghao Wu Abdul Waheed Chiyu Zhang Muhammad Abdul-Mageed Alham Fikri Aji ALM 206 128 0 27 Apr 2023
We're Afraid Language Models Aren't Modeling Ambiguity Alisa Liu Zhaofeng Wu Julian Michael Alane Suhr Peter West Alexander Koller Swabha Swayamdipta Noah A. Smith Yejin Choi 142 105 0 27 Apr 2023
ChartSumm: A Comprehensive Benchmark for Automatic Chart Summarization of Long and Short Summaries Raian Rahman Rizvi Hasan Abdullah Al Farhad Md Tahmid Rahman Laskar Md. Hamjajul Ashmafee A. Kamal 79 26 0 26 Apr 2023
Zero-Shot Slot and Intent Detection in Low-Resource Languages S. Kwon Gagan Bhatia El Moatez Billah Nagoudi Alcides Alcoba Inciarte Muhammad Abdul-Mageed VLM 76 5 0 26 Apr 2023
Evaluating Inter-Bilingual Semantic Parsing for Indian Languages Divyanshu Aggarwal V. Gupta Anoop Kunchukuttan 80 3 0 25 Apr 2023
MasakhaNEWS: News Topic Classification for African languages David Ifeoluwa Adelani Marek Masiak Israel Abebe Azime Jesujoba Oluwadara Alabi A. Tonja ... Moges Ahmed Mehamed Evrard Ngabire Jules Jules Ivan Ssenkungu Pontus Stenetorp 114 24 0 19 Apr 2023
The eBible Corpus: Data and Model Benchmarks for Bible Translation for Low-Resource Languages Vesa Akerman David Baines Damien Daspit Ulf Hermjakob Tae Young Jang Colin Leong Michael Martin Joel Mathew J. Robie Marcus Schwarting 19 2 0 19 Apr 2023
HeRo: RoBERTa and Longformer Hebrew Language Models Vitaly Shalumov Harel Haskey VLM 91 7 0 18 Apr 2023
LongForm: Effective Instruction Tuning with Reverse Instructions Abdullatif Köksal Timo Schick Anna Korhonen Hinrich Schütze SyDa ALM 162 40 0 17 Apr 2023
Tool Learning with Foundation Models Yujia Qin Shengding Hu Yankai Lin Weize Chen Ning Ding ... Cheng Yang Tongshuang Wu Heng Ji Zhiyuan Liu Maosong Sun 146 222 0 17 Apr 2023
Masakhane-Afrisenti at SemEval-2023 Task 12: Sentiment Analysis using Afro-centric Language Models and Adapters for Low-resource African Languages Israel Abebe Azime Sana Al-Azzawi A. Tonja Iyanuoluwa Shode Jesujoba Oluwadara Alabi ... Mardiyyah Oduwole Tosin Adewumi Samuel Fanijo Oyinkansola F. Awosan Oreen Yousuf 47 2 0 13 Apr 2023
Transfer Learning for Low-Resource Sentiment Analysis Razhan Hameed Sina Ahmadi Fatemeh Daneshfar 54 5 0 10 Apr 2023
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis Wenhao Zhu Hongyi Liu Qingxiu Dong Jingjing Xu Shujian Huang Lingpeng Kong Jiajun Chen Lei Li LRM 131 152 0 10 Apr 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 121 264 0 07 Apr 2023
On the Pareto Front of Multilingual Neural Machine Translation Liang Chen Shuming Ma Dongdong Zhang Furu Wei Baobao Chang MoE 79 5 0 06 Apr 2023
Approaches to Corpus Creation for Low-Resource Language Technology: the Case of Southern Kurdish and Laki Sina Ahmadi Zahra Azin Sara Belelli Antonios Anastasopoulos 37 3 0 03 Apr 2023
$$\varepsilon$ KÚ <MASK>: Integrating Yorùbá cultural greetings into machine translation$ $\varepsilon$ KÚ <MASK>: Integrating Yorùbá cultural greetings into machine translation Idris Akinade Jesujoba Oluwadara Alabi David Ifeoluwa Adelani Clement Odoje Dietrich Klakow 56 10 0 31 Mar 2023
Hallucinations in Large Multilingual Translation Models Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 195 154 0 28 Mar 2023
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation Alex Jones Isaac Caswell Ishan Saxena Orhan Firat 76 9 0 27 Mar 2023
Towards Making the Most of ChatGPT for Machine Translation Keqin Peng Liang Ding Qihuang Zhong Li Shen Xuebo Liu Min Zhang Y. Ouyang Dacheng Tao LRM 150 232 0 24 Mar 2023
Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages Zheng-Xin Yong Ruochen Zhang Jessica Zosa Forde Skyler Wang Arjun Subramonian ... Yinghua Tan Long Phan Rowena Garcia Thamar Solorio Alham Fikri Aji LRM 141 53 0 23 Mar 2023
AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages Chris C. Emezue Sanchit Gandhi Lewis Tunstall Abubakar Abid Josh Meyer ... Douwe Kiela Yacine Jernite Julien Chaumond Merve Noyan Omar Sanseviero 72 2 0 22 Mar 2023
ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation Bang-ju Yang Fenglin Liu Yuexian Zou Xian Wu Yaowei Wang David Clifton 88 9 0 11 Mar 2023
Towards MoE Deployment: Mitigating Inefficiencies in Mixture-of-Expert (MoE) Inference Haiyang Huang Newsha Ardalani Anna Y. Sun Liu Ke Hsien-Hsin S. Lee Anjali Sridhar Shruti Bhosale Carole-Jean Wu Benjamin C. Lee MoE 122 26 0 10 Mar 2023
MixSpeech: Cross-Modality Self-Learning with Audio-Visual Stream Mixup for Visual Speech Translation and Recognition Xize Cheng Lin Li Tao Jin Rongjie Huang Wang Lin Zehan Wang Huangdai Liu Yejin Wang Aoxiong Yin Zhou Zhao 84 25 0 09 Mar 2023
Investigating the Translation Performance of a Large Multilingual Language Model: the Case of BLOOM Rachel Bawden François Yvon VLM LRM 90 65 0 03 Mar 2023
Letz Translate: Low-Resource Machine Translation for Luxembourgish Yewei Song Saad Ezzini Jacques Klein Tegawende F. Bissyande C. Lefebvre A. Goujon 72 3 0 02 Mar 2023
Are Character-level Translations Worth the Wait? Comparing ByT5 and mT5 for Machine Translation Lukas Edman Gabriele Sarti Antonio Toral Gertjan van Noord Arianna Bisazza 77 14 0 28 Feb 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić Edoardo Ponti MoMe OOD 159 80 0 22 Feb 2023
Scaling Laws for Multilingual Neural Machine Translation Patrick Fernandes Behrooz Ghorbani Xavier Garcia Markus Freitag Orhan Firat 109 30 0 19 Feb 2023
Exploring the Potential of Machine Translation for Generating Named Entity Datasets: A Case Study between Persian and English A. Sartipi A. Fatemi 48 4 0 19 Feb 2023
How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation Amr Hendy M. Abdelrehim Amr Sharaf Vikas Raunak Mohamed Gabr Hitokazu Matsushita Young Jin Kim Mohamed Afify Hany Awadalla ELM LM&MA AI4CE 83 441 0 18 Feb 2023
Language-Aware Multilingual Machine Translation with Self-Supervised Learning Haoran Xu Jean Maillard Vedanuj Goswami LRM 62 4 0 10 Feb 2023
Toolformer: Language Models Can Teach Themselves to Use Tools Timo Schick Jane Dwivedi-Yu Roberto Dessì Roberta Raileanu Maria Lomeli Luke Zettlemoyer Nicola Cancedda Thomas Scialom SyDa RALM 210 1,779 0 09 Feb 2023
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity Yejin Bang Samuel Cahyawijaya Nayeon Lee Wenliang Dai Dan Su ... Tiezheng Yu Willy Chung Quyet V. Do Yan Xu Pascale Fung ReLM LRM 166 1,400 0 08 Feb 2023
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages Simeng Sun Maha Elbayad Anna Y. Sun James Cross CLL LRM 91 3 0 07 Feb 2023
Migration Reframed? A multilingual analysis on the stance shift in Europe during the Ukrainian crisis Sergej Wildemann Claudia Niederée E. Elejalde 63 10 0 06 Feb 2023
An Evaluation of Persian-English Machine Translation Datasets with Transformers A. Sartipi Meghdad Dehghan A. Fatemi 62 3 0 01 Feb 2023
Adaptive Machine Translation with Large Language Models Yasmin Moslem Rejwanul Haque John D. Kelleher Andy Way AI4CE 87 82 0 30 Jan 2023
Red teaming ChatGPT via Jailbreaking: Bias, Robustness, Reliability and Toxicity Terry Yue Zhuo Yujin Huang Chunyang Chen Zhenchang Xing SILM 105 107 0 30 Jan 2023
GPU-based Private Information Retrieval for On-Device Machine Learning Inference Maximilian Lam Jeff Johnson Wenjie Xiong Kiwan Maeng Udit Gupta ... Hsien-Hsin S. Lee Vijay Janapa Reddi Gu-Yeon Wei David Brooks Edward Suh 144 10 0 26 Jan 2023
Language Agnostic Data-Driven Inverse Text Normalization Szu-Jui Chen Debjyoti Paul Yutong Pang Peng Su Xuedong Zhang 29 0 0 20 Jan 2023
Prompting Large Language Model for Machine Translation: A Case Study Biao Zhang Barry Haddow Alexandra Birch LRM 139 300 0 17 Jan 2023
DMOps: Data Management Operation and Recipes E. Choi Chanjun Park 81 7 0 02 Jan 2023
Statistical Machine Translation for Indic Languages Sudhansu Bala Das Divyajoti Panda T. K. Mishra Bidyut Kr. Patra 37 10 0 02 Jan 2023
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation Fei Yuan Yinquan Lu Wenhao Zhu Lingpeng Kong Lei Li Yu Qiao Jingjing Xu MoE 121 26 0 20 Dec 2022