v1v2v3v4v5 (latest)

XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization

24 March 2020

Graham Neubig

Papers citing "XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization"

50 / 666 papers shown

Title
Intriguing Properties of Compression on Multilingual Models Kelechi Ogueji Orevaoghene Ahia Gbemileke Onilude Sebastian Gehrmann Sara Hooker Julia Kreutzer 85 14 0 04 Nov 2022
Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model Mingqi Li Fei Ding Dan Zhang Long Cheng Hongxin Hu Feng Luo 86 7 0 02 Nov 2022
token2vec: A Joint Self-Supervised Pre-training Framework Using Unpaired Speech and Text Xianghu Yue Junyi Ao Xiaoxue Gao Haizhou Li SSL 65 8 0 30 Oct 2022
ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation Metrics Chantal Amrhein Nikita Moghe Liane Guillou ELM 114 23 0 27 Oct 2022
What Language Model to Train if You Have One Million GPU Hours? Teven Le Scao Thomas Wang Daniel Hesslow Lucile Saulnier Stas Bekman ... Lintang Sutawika Jaesung Tae Zheng-Xin Yong Julien Launay Iz Beltagy MoE AI4CE 320 109 0 27 Oct 2022
Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning Barun Patra Saksham Singhal Shaohan Huang Zewen Chi Li Dong Furu Wei Vishrav Chaudhary Xia Song 127 24 0 26 Oct 2022
Adapters for Enhanced Modeling of Multilingual Knowledge and Text Buse Giledereli Wenxiang Jiao Mei-Jun Liu Carl Allen Zhaopeng Tu Mrinmaya Sachan 89 11 0 24 Oct 2022
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching Chenxi Whitehouse Fenia Christopoulou Ignacio Iacobacci 108 9 0 22 Oct 2022
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU Fenia Christopoulou Gerasimos Lampouras Ignacio Iacobacci 105 4 0 22 Oct 2022
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition David Ifeoluwa Adelani Graham Neubig Sebastian Ruder Shruti Rijhwani Michael Beukman ... Idris Abdulmumin Odunayo Ogundepo Oreen Yousuf Tatiana Moteu Ngoli Dietrich Klakow 130 44 0 22 Oct 2022
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models Lifu Tu Caiming Xiong Yingbo Zhou VLM AAML LRM 143 28 0 22 Oct 2022
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages Paul Röttger Debora Nozza Federico Bianchi Dirk Hovy 64 11 0 20 Oct 2022
LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation Hongcheng Guo Jiaheng Liu Haoyang Huang Jian Yang Zhoujun Li Dongdong Zhang Zheng Cui Furu Wei 93 22 0 19 Oct 2022
Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages Xinyu Crystina Zhang Nandan Thakur Odunayo Ogundepo Ehsan Kamalloo David Alfonso-Hermelo Xiaoguang Li Qun Liu Mehdi Rezagholizadeh Jimmy J. Lin 166 55 0 18 Oct 2022
A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning Kunbo Ding Weijie Liu Yuejian Fang Weiquan Mao Zhe Zhao Tao Zhu Haoyan Liu Rong Tian Yiren Chen 77 10 0 18 Oct 2022
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation Deng Cai Xin Li Jackie Chun-Sing Ho Lidong Bing W. Lam 65 6 0 18 Oct 2022
Synergy with Translation Artifacts for Training and Inference in Multilingual Tasks Jaehoon Oh Jongwoo Ko Se-Young Yun 79 9 0 18 Oct 2022
Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP World Surangika Ranathunga Nisansa de Silva 117 38 0 16 Oct 2022
Bootstrapping Multilingual Semantic Parsers using Large Language Models Abhijeet Awasthi Nitish Gupta Bidisha Samanta Shachi Dave Sunita Sarawagi Partha P. Talukdar 71 7 0 13 Oct 2022
You Can Have Your Data and Balance It Too: Towards Balanced and Efficient Multilingual Models Tomasz Limisiewicz Daniel Malkin Gabriel Stanovsky 76 4 0 13 Oct 2022
A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models Jimin Sun Patrick Fernandes Xinyi Wang Graham Neubig 100 12 0 13 Oct 2022
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation Jian Yang Shaohan Huang Shuming Ma Yuwei Yin Li Dong Dongdong Zhang Hongcheng Guo Zhoujun Li Furu Wei 89 25 0 13 Oct 2022
Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers William B. Held Diyi Yang VLM 108 6 0 11 Oct 2022
Multilingual BERT has an accent: Evaluating English influences on fluency in multilingual models Isabel Papadimitriou Kezia Lopez Daniel Jurafsky 40 0 0 11 Oct 2022
Multilingual Representation Distillation with Contrastive Learning Weiting Tan Kevin Heffernan Holger Schwenk Philipp Koehn 86 16 0 10 Oct 2022
Robustification of Multilingual Language Models to Real-world Noise in Crosslingual Zero-shot Settings with Robust Contrastive Pretraining Asa Cooper Stickland Sailik Sengupta Jason Krone Saab Mansour He He 125 9 0 10 Oct 2022
Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment Siyu Lai Zhen Yang Fandong Meng Jinan Xu Jinan Xu Jie Zhou 84 6 0 09 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 276 369 0 06 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 293 100 0 06 Oct 2022
Meta-Learning a Cross-lingual Manifold for Semantic Parsing Tom Sherborne Mirella Lapata 103 13 0 26 Sep 2022
MonoByte: A Pool of Monolingual Byte-level Language Models Hugo Queiroz Abonizio Leandro Rodrigues de Souza R. Lotufo Rodrigo Nogueira 76 1 0 22 Sep 2022
PaLI: A Jointly-Scaled Multilingual Language-Image Model Xi Chen Tianlin Li Soravit Changpinyo A. Piergiovanni Piotr Padlewski ... Andreas Steiner A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut MLLM VLM 235 742 0 14 Sep 2022
Parameter-Efficient Finetuning for Robust Continual Multilingual Learning Kartikeya Badola Shachi Dave Partha P. Talukdar CLL KELM 99 9 0 14 Sep 2022
Language Chameleon: Transformation analysis between languages using Cross-lingual Post-training based on Pre-trained language models Suhyune Son Chanjun Park Jungseob Lee Midan Shim Chanhee Lee Yoonna Jang Jaehyung Seo Heu-Jeoung Lim 77 0 0 14 Sep 2022
T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition Asahi Ushio Jose Camacho-Collados 80 75 0 09 Sep 2022
Making Intelligence: Ethical Values in IQ and ML Benchmarks Borhane Blili-Hamelin Leif Hancox-Li 71 18 0 01 Sep 2022
MDIA: A Benchmark for Multilingual Dialogue Generation in 46 Languages Qingyuan Zhang Xiaoyu Shen Ernie Chang Jidong Ge Peng-Jen Chen 75 14 0 27 Aug 2022
IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian languages Tahir Javed Kaushal Bhogale A. Raman Anoop Kunchukuttan Pratyush Kumar Mitesh M. Khapra ELM 90 26 0 24 Aug 2022
MuMUR : Multilingual Multimodal Universal Retrieval Avinash Madasu Estelle Aflalo Gabriela Ben-Melech Stan Shachar Rosenman Shao-Yen Tseng Gedas Bertasius Vasudev Lal 154 3 0 24 Aug 2022
Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task Stan Weixian Lei Difei Gao Jay Zhangjie Wu Yuxuan Wang Wei Liu Meng Zhang Mike Zheng Shou 81 38 0 24 Aug 2022
BERTifying Sinhala -- A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification Vinura Dhananjaya Piyumal Demotte Surangika Ranathunga Sanath Jayasena 72 15 0 16 Aug 2022
Cross-Lingual Knowledge Transfer for Clinical Phenotyping Jens-Michalis Papaioannou Paul Grundmann Betty van Aken A. Samaras Ilias Kyparissidis G. Giannakoulas Felix Alexander Gers Alexander Loser 100 6 0 03 Aug 2022
What can we Learn by Predicting Accuracy? Olivier Risser-Maroix Benjamin Chamand 69 4 0 02 Aug 2022
QuoteKG: A Multilingual Knowledge Graph of Quotes Tin Kuculo Simon Gottschalk Elena Demidova HILM SLR 95 2 0 19 Jul 2022
Zero-shot Cross-lingual Transfer is Under-specified Optimization Shijie Wu Benjamin Van Durme Mark Dredze 67 7 0 12 Jul 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 65 16 0 02 Jul 2022
A Multilingual Dataset of COVID-19 Vaccination Attitudes on Twitter Ninghan Chen Xihui Chen Jun Pang 84 17 0 27 Jun 2022
Endowing Language Models with Multimodal Knowledge Graph Representations Ningyuan Huang Y. Deshpande Yibo Liu Houda Alberts Kyunghyun Cho Clara Vania Iacer Calixto VLM 72 16 0 27 Jun 2022
Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold Sebastian Ruder Ivan Vulić Anders Søgaard 86 30 0 20 Jun 2022
Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection J. Eronen M. Ptaszynski Fumito Masui Masaki Arata Gniewosz Leliwa Michal Wroczynski 81 32 0 02 Jun 2022