TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages

10 March 2020

Papers citing "TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages"

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Title
Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension Chen Zhang Yuxuan Lai Yansong Feng Xingyu Shen Haowei Du Dongyan Zhao 13 3 0 26 Feb 2023
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions? Yang Chen Hexiang Hu Yi Luan Haitian Sun Soravit Changpinyo Alan Ritter Ming-Wei Chang 32 80 0 23 Feb 2023
Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation M. Moradshahi Sina J. Semnani M. Lam 21 7 0 18 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 26 15 0 17 Feb 2023
idT5: Indonesian Version of Multilingual T5 Transformer Mukhlish Fuadi A. Wibawa S. Sumpeno 11 6 0 02 Feb 2023
The Impacts of Unanswerable Questions on the Robustness of Machine Reading Comprehension Models Son Quoc Tran Phong Nguyen-Thuan Do Uyen Le Matt Kretchmar ELM AAML 20 7 0 31 Jan 2023
Zero-shot cross-lingual transfer language selection using linguistic similarity J. Eronen M. Ptaszynski Fumito Masui 13 32 0 31 Jan 2023
XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models Davis Liang Hila Gonen Yuning Mao Rui Hou Naman Goyal Marjan Ghazvininejad Luke Zettlemoyer Madian Khabsa 12 72 0 25 Jan 2023
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development Avirup Sil Jaydeep Sen Bhavani Iyer M. Franz Kshitij P. Fadnis ... Yulong Li Md Arafat Sultan Riyaz Ahmad Bhat Radu Florian Salim Roukos 12 4 0 23 Jan 2023
Average Is Not Enough: Caveats of Multilingual Evaluation Matúš Pikuliak Marián Simko 6 3 0 03 Jan 2023
Large Language Models Encode Clinical Knowledge K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 19 2,161 0 26 Dec 2022
SERENGETI: Massively Multilingual Language Models for Africa Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed Alcides Alcoba Inciarte 17 29 0 21 Dec 2022
Precise Zero-Shot Dense Retrieval without Relevance Labels Luyu Gao Xueguang Ma Jimmy J. Lin Jamie Callan RALM 25 286 0 20 Dec 2022
Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models Bernd Bohnet Vinh Q. Tran Pat Verga Roee Aharoni D. Andor ... Michael Collins Dipanjan Das Donald Metzler Slav Petrov Kellie Webster 41 59 0 15 Dec 2022
Applying Multilingual Models to Question Answering (QA) Ayrton San Joaquin Filip Skubacz 11 1 0 04 Dec 2022
Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer Benjamin Muller Deepanshu Gupta Siddharth Patwardhan J. Fauconnier David Vandyke Sachin Agarwal 22 5 0 04 Dec 2022
Nonparametric Masked Language Modeling Sewon Min Weijia Shi M. Lewis Xilun Chen Wen-tau Yih Hannaneh Hajishirzi Luke Zettlemoyer RALM 40 48 0 02 Dec 2022
TyDiP: A Dataset for Politeness Classification in Nine Typologically Diverse Languages A. Srinivasan Eunsol Choi 21 14 0 29 Nov 2022
Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources Xinyan Velocity Yu Akari Asai Trina Chatterjee Junjie Hu Eunsol Choi 16 21 0 28 Nov 2022
Frustratingly Easy Label Projection for Cross-lingual Transfer Yang Chen Chao Jiang Alan Ritter Wei-ping Xu 19 31 0 28 Nov 2022
Question Answering and Question Generation for Finnish Ilmari Kylliäinen R. Yangarber 14 4 0 24 Nov 2022
Zero-Shot Dynamic Quantization for Transformer Inference Yousef El-Kurdi Jerry Quinn Avirup Sil MQ 6 1 0 17 Nov 2022
QAmeleon: Multilingual QA with Only 5 Examples Priyanka Agrawal Chris Alberti Fantine Huot Joshua Maynez Ji Ma Sebastian Ruder Kuzman Ganchev Dipanjan Das Mirella Lapata 6 28 0 15 Nov 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 56 23 0 26 Oct 2022
IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension Rifki Afina Putri Alice H. Oh 26 9 0 25 Oct 2022
Explaining Translationese: why are Neural Classifiers Better and what do they Learn? Kwabena Amponsah-Kaakyire Daria Pylypenko Josef van Genabith C. España-Bonet 24 6 0 24 Oct 2022
K-SAM: Sharpness-Aware Minimization at the Speed of SGD Renkun Ni Ping Yeh-Chiang Jonas Geiping Micah Goldblum A. Wilson Tom Goldstein 16 8 0 23 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 92 27 0 22 Oct 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 56 2,986 0 20 Oct 2022
Transcending Scaling Laws with 0.1% Extra Compute Yi Tay Jason W. Wei Hyung Won Chung Vinh Q. Tran David R. So ... Donald Metzler Slav Petrov N. Houlsby Quoc V. Le Mostafa Dehghani LRM 29 68 0 20 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 14 53 0 18 Oct 2022
MTEB: Massive Text Embedding Benchmark Niklas Muennighoff Nouamane Tazi L. Magne Nils Reimers 26 370 0 13 Oct 2022
A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models Jimin Sun Patrick Fernandes Xinyi Wang Graham Neubig 20 9 0 13 Oct 2022
Rethinking Annotation: Can Language Learners Contribute? Haneul Yoo Rifki Afina Putri Changyoon Lee Youngin Lee So-Yeon Ahn Dongyeop Kang Alice H. Oh 34 0 0 13 Oct 2022
Language Agnostic Multilingual Information Retrieval with Contrastive Learning Xiyang Hu Xinchi Chen Peng Qi Deguang Kong Kun Liu William Yang Wang Zhiheng Huang 17 8 0 12 Oct 2022
Multilingual BERT has an accent: Evaluating English influences on fluency in multilingual models Isabel Papadimitriou Kezia Lopez Daniel Jurafsky 21 0 0 11 Oct 2022
Better Than Whitespace: Information Retrieval for Languages without Custom Tokenizers Odunayo Ogundepo Xinyu Crystina Zhang Jimmy J. Lin 18 2 0 11 Oct 2022
Generative Language Models for Paragraph-Level Question Generation Asahi Ushio Fernando Alva-Manchego Jose Camacho-Collados ELM 11 45 0 08 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 170 325 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 106 92 0 06 Oct 2022
Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering Priyanka Sen Alham Fikri Aji Amir Saffari LRM 97 61 0 04 Oct 2022
Extractive Question Answering on Queries in Hindi and Tamil Adhitya Thirumala Elisa Ferracane 19 3 0 27 Sep 2022
MonoByte: A Pool of Monolingual Byte-level Language Models Hugo Queiroz Abonizio Leandro Rodrigues de Souza R. Lotufo Rodrigo Nogueira 23 1 0 22 Sep 2022
PaLI: A Jointly-Scaled Multilingual Language-Image Model Xi Chen Xiao Wang Soravit Changpinyo A. Piergiovanni Piotr Padlewski ... Andreas Steiner A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut MLLM VLM 23 682 0 14 Sep 2022
Parameter-Efficient Finetuning for Robust Continual Multilingual Learning Kartikeya Badola Shachi Dave Partha P. Talukdar CLL KELM 39 7 0 14 Sep 2022
Evaluation of Question Answering Systems: Complexity of judging a natural language Amer Farea Zhen Yang Kien Duong Nadeesha Perera F. Emmert-Streib ELM 29 3 0 10 Sep 2022
Kencorpus: A Kenyan Language Corpus of Swahili, Dholuo and Luhya for Natural Language Processing Tasks B. Wanjawa Lilian D. A. Wanzare F. Indede Owen McOnyango Edward Ombui Lawrence Muchemi 20 16 0 25 Aug 2022
RealTime QA: What's the Answer Right Now? Jungo Kasai Keisuke Sakaguchi Yoichi Takahashi Ronan Le Bras Akari Asai Xinyan Velocity Yu Dragomir R. Radev Noah A. Smith Yejin Choi Kentaro Inui KELM 27 165 0 27 Jul 2022
Language Modelling with Pixels Phillip Rust Jonas F. Lotz Emanuele Bugliarello Elizabeth Salesky Miryam de Lhoneux Desmond Elliott VLM 30 46 0 14 Jul 2022
MIA 2022 Shared Task Submission: Leveraging Entity Representations, Dense-Sparse Hybrids, and Fusion-in-Decoder for Cross-Lingual Question Answering Zhucheng Tu Sarguna Padmanabhan VLM RALM 14 3 0 05 Jul 2022