Title
CiMaTe: Citation Count Prediction Effectively Leveraging the Main Text Jun Hirako Ryohei Sasano Koichi Takeda 85 3 0 06 Oct 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 85 41 0 01 Apr 2024
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model Ahmet Üstün Viraat Aryabumi Zheng-Xin Yong Wei-Yin Ko Daniel D'souza ... Shayne Longpre Niklas Muennighoff Marzieh Fadaee Julia Kreutzer Sara Hooker ALM ELM SyDa LRM 91 228 0 12 Feb 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning Shivalika Singh Freddie Vargus Daniel D'souza Börje F. Karlsson Abinaya Mahendiran ... Max Bartolo Julia Kreutzer Ahmet Üstün Marzieh Fadaee Sara Hooker 194 125 0 09 Feb 2024
LLaMA Beyond English: An Empirical Study on Language Capability Transfer Jun Zhao Zhihao Zhang Luhui Gao Qi Zhang Tao Gui Xuanjing Huang ELM 76 78 0 02 Jan 2024
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 86 84 0 01 Dec 2023
Orca 2: Teaching Small Language Models How to Reason Arindam Mitra Luciano Del Corro Shweti Mahajan Andres Codas Clarisse Simoes ... Hamid Palangi Guoqing Zheng Corby Rosset Hamed Khanpour Ahmed Hassan Awadallah ReLM LRM 82 143 0 18 Nov 2023
Tamil-Llama: A New Tamil Language Model Based on Llama 2 Abhinand Balachandran 55 32 0 10 Nov 2023
The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants Lucas Bandarkar Davis Liang Benjamin Muller Mikel Artetxe Satya Narayan Shukla Don Husa Naman Goyal Abhinandan Krishnan Luke Zettlemoyer Madian Khabsa 110 155 0 31 Aug 2023
Instruction Tuning for Large Language Models: A Survey Shengyu Zhang Linfeng Dong Xiaoya Li Sen Zhang Xiaofei Sun ... Jiwei Li Runyi Hu Tianwei Zhang Leilei Gan Guoyin Wang LM&MA 96 606 0 21 Aug 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 384 12,044 0 18 Jul 2023
Bactrian-X: Multilingual Replicable Instruction-Following Models with Low-Rank Adaptation Haonan Li Fajri Koto Minghao Wu Alham Fikri Aji Timothy Baldwin ALM 64 75 0 24 May 2023
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer Akari Asai Sneha Kudugunta Xinyan Velocity Yu Terra Blevins Hila Gonen Machel Reid Yulia Tsvetkov Sebastian Ruder Hannaneh Hajishirzi 113 61 0 24 May 2023
Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca Yiming Cui Ziqing Yang Xin Yao ALM 72 315 0 17 Apr 2023
MEGA: Multilingual Evaluation of Generative AI Kabir Ahuja Harshita Diddee Rishav Hada Millicent Ochieng Krithika Ramesh ... T. Ganu Sameer Segal Maxamed Axmed Kalika Bali Sunayana Sitaram LM&MA LRM ELM 99 289 0 22 Mar 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,699 0 15 Mar 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 81 439 0 18 Feb 2023
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning Shayne Longpre Le Hou Tu Vu Albert Webson Hyung Won Chung ... Denny Zhou Quoc V. Le Barret Zoph Jason W. Wei Adam Roberts ALM 112 677 0 31 Jan 2023
Self-Instruct: Aligning Language Models with Self-Generated Instructions Yizhong Wang Yeganeh Kordi Swaroop Mishra Alisa Liu Noah A. Smith Daniel Khashabi Hannaneh Hajishirzi ALM SyDa LRM 142 2,247 0 20 Dec 2022
MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages Akari Asai Shayne Longpre Jungo Kasai Chia-Hsuan Lee Rui Zhang Junjie Hu Ikuya Yamada J. Clark Eunsol Choi LRM 53 15 0 02 Jul 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 886 13,176 0 04 Mar 2022
Few-shot Learning with Multilingual Language Models Xi Lin Todor Mihaylov Mikel Artetxe Tianlu Wang Shuohui Chen ... Luke Zettlemoyer Zornitsa Kozareva Mona T. Diab Ves Stoyanov Xian Li BDL ELM LRM 117 308 0 20 Dec 2021
Training Verifiers to Solve Math Word Problems K. Cobbe V. Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun ... Jerry Tworek Jacob Hilton Reiichiro Nakano Christopher Hesse John Schulman ReLM OffRL LRM 342 4,569 0 27 Oct 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 230 3,782 0 03 Sep 2021
It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning Alexey Tikhonov Max Ryabinin LRM 42 63 0 22 Jun 2021
Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data T. Tony Cai Rong Ma 50 113 0 16 May 2021
Cross-Task Generalization via Natural Language Crowdsourcing Instructions Swaroop Mishra Daniel Khashabi Chitta Baral Hannaneh Hajishirzi LRM 166 752 0 18 Apr 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation Sebastian Ruder Noah Constant Jan A. Botha Aditya Siddhant Orhan Firat ... Pengfei Liu Junjie Hu Dan Garrette Graham Neubig Melvin Johnson ELM AAML LRM 76 188 0 15 Apr 2021
Measuring Mathematical Problem Solving With the MATH Dataset Dan Hendrycks Collin Burns Saurav Kadavath Akul Arora Steven Basart Eric Tang Basel Alomair Jacob Steinhardt ReLM FaML 183 2,386 0 05 Mar 2021
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams Di Jin Eileen Pan Nassim Oufattole W. Weng Hanyi Fang Peter Szolovits FaML ELM LM&MA 119 807 0 28 Sep 2020
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering Shayne Longpre Yi Lu Joachim Daiber ELM HILM 98 159 0 30 Jul 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 877 42,379 0 28 May 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Edoardo Ponti Goran Glavaš Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 84 326 0 01 May 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 104 1,030 0 21 Apr 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 195 975 0 24 Mar 2020
PIQA: Reasoning about Physical Commonsense in Natural Language Yonatan Bisk Rowan Zellers Ronan Le Bras Jianfeng Gao Yejin Choi OOD LRM 175 1,839 0 26 Nov 2019
On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe Sebastian Ruder Dani Yogatama 202 798 0 25 Oct 2019
Improving Pre-Trained Multilingual Models with Vocabulary Expansion Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu 59 44 0 26 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,301 0 27 Aug 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions Christopher Clark Kenton Lee Ming-Wei Chang Tom Kwiatkowski Michael Collins Kristina Toutanova 244 1,551 0 24 May 2019
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 144 1,747 0 02 Nov 2018
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering Todor Mihaylov Peter Clark Tushar Khot Ashish Sabharwal 119 1,562 0 08 Sep 2018
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Peter Clark Isaac Cowhey Oren Etzioni Tushar Khot Ashish Sabharwal Carissa Schoenick Oyvind Tafjord ELM RALM LRM 170 2,660 0 14 Mar 2018