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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LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning Xiaotian Lin Yanlin Qi Yizhang Zhu Themis Palpanas Chengliang Chai Nan Tang Yuyu Luo 21 0 0 12 May 2025
IndicSQuAD: A Comprehensive Multilingual Question Answering Dataset for Indic Languages Sharvi Endait Ruturaj Ghatage Aditya Kulkarni Rajlaxmi Patil Raviraj Joshi 32 0 0 06 May 2025
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training Linjuan Wu H. Wei Huan Lin Tianhao Li Baosong Yang Weiming Lu 26 0 0 29 Apr 2025
Building Russian Benchmark for Evaluation of Information Retrieval Models Grigory Kovalev M. Tikhomirov Evgeny Kozhevnikov Max Kornilov Natalia V. Loukachevitch 26 0 0 17 Apr 2025
MultiLoKo: a multilingual local knowledge benchmark for LLMs spanning 31 languages Dieuwke Hupkes Nikolay Bogoychev 97 0 0 14 Apr 2025
Can the capability of Large Language Models be described by human ability? A Meta Study Mingrui Zan Yunquan Zhang Boyang Zhang Fangming Liu Daning Cheng ELM LM&MA 55 0 0 13 Apr 2025
HalluShift: Measuring Distribution Shifts towards Hallucination Detection in LLMs Sharanya Dasgupta Sujoy Nath Arkaprabha Basu Pourya Shamsolmoali Swagatam Das HILM 60 0 0 13 Apr 2025
Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations Leonardo Ranaldi Federico Ranaldi Fabio Massimo Zanzotto Barry Haddow Alexandra Birch RALM LRM 38 0 0 07 Apr 2025
Multilingual Retrieval-Augmented Generation for Knowledge-Intensive Task Leonardo Ranaldi Barry Haddow Alexandra Birch RALM 63 1 0 04 Apr 2025
Neuronal Activation States as Sample Embeddings for Data Selection in Task-Specific Instruction Tuning Da Ma Gonghu Shang Zhi Chen L. Qin Yijie Luo Lei Pan Shuai Fan L. Chen Kai Yu 36 0 0 19 Mar 2025
Command R7B Arabic: A Small, Enterprise Focused, Multilingual, and Culturally Aware Arabic LLM Yazeed Alnumay Alexandre Barbet Anna Bialas William Darling Shaan Desai ... Stephanie Howe Olivia Lasche Justin Lee Anirudh Shrinivason Jennifer Tracey 86 0 0 18 Mar 2025
Fragile Mastery: Are Domain-Specific Trade-Offs Undermining On-Device Language Models? Basab Jha Firoj Paudel 37 0 0 16 Mar 2025
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation Zihao Chen H. Handa Miho Ohsaki Kimiaki Shirahama 57 0 0 12 Mar 2025
Large-Scale Data Selection for Instruction Tuning Hamish Ivison Muru Zhang Faeze Brahman Pang Wei Koh Pradeep Dasigi ALM 71 1 0 03 Mar 2025
Granite Embedding Models Parul Awasthy Aashka Trivedi Yulong Li Mihaela A. Bornea David D. Cox ... Sukriti Sharma Avirup Sil Kate Soule Arafat Sultan Radu Florian RALM 56 1 0 27 Feb 2025
Few-Shot Multilingual Open-Domain QA from 5 Examples Fan Jiang Tom Drummond Trevor Cohn 48 0 0 27 Feb 2025
Where Are We? Evaluating LLM Performance on African Languages Ife Adebara Hawau Olamide Toyin Nahom Tesfu Ghebremichael AbdelRahim Elmadany Muhammad Abdul-Mageed 52 0 0 26 Feb 2025
NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts Muhammad Farid Adilazuarda M. Wijanarko Lucky Susanto Khumaisa Nuráini Derry Wijaya Alham Fikri Aji 52 0 0 25 Feb 2025
Language Models' Factuality Depends on the Language of Inquiry Tushar Aggarwal Kumar Tanmay Ayush Agrawal Kumar Ayush Hamid Palangi Paul Pu Liang HILM KELM 71 0 0 25 Feb 2025
Reasoning with Latent Thoughts: On the Power of Looped Transformers Nikunj Saunshi Nishanth Dikkala Zhiyuan Li Sanjiv Kumar Sashank J. Reddi OffRL LRM AI4CE 56 10 0 24 Feb 2025
Pay Attention to Real World Perturbations! Natural Robustness Evaluation in Machine Reading Comprehension Yulong Wu Viktor Schlegel R. Batista-Navarro AAML 36 0 0 23 Feb 2025
Multilingual Non-Factoid Question Answering with Answer Paragraph Selection Ritwik Mishra Sreeram Vennam R. Shah Ponnurangam Kumaraguru 93 0 0 20 Feb 2025
Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs Longxu Dou Qian Liu Fan Zhou Changyu Chen Zili Wang ... Tianyu Pang Chao Du Xinyi Wan Wei Lu Min Lin 89 1 0 18 Feb 2025
Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models Masahiro Kaneko Alham Fikri Aji Timothy Baldwin 67 0 0 17 Feb 2025
QLESS: A Quantized Approach for Data Valuation and Selection in Large Language Model Fine-Tuning Moses Ananta Muhammad Farid Adilazuarda Zayd Muhammad Kawakibi Zuhri Ayu Purwarianti Alham Fikri Aji MQ 57 0 0 03 Feb 2025
ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented Generation Peter Devine 33 0 0 21 Jan 2025
Algorithm for Semantic Network Generation from Texts of Low Resource Languages Such as Kiswahili B. Wanjawa Lawrence Muchemi Evans Miriti 46 0 0 17 Jan 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer Philipp Borchert Ivan Vulić Marie-Francine Moens Jochen De Weerdt 36 0 0 12 Jan 2025
Optimized Quran Passage Retrieval Using an Expanded QA Dataset and Fine-Tuned Language Models Mohamed Basem Islam Oshallah Baraa Hikal Ali Hamdi Ammar Mohamed RALM 71 1 0 16 Dec 2024
Codenames as a Benchmark for Large Language Models Matthew Stephenson Matthew Sidji Benoît Ronval LLMAG LRM ELM 103 1 0 16 Dec 2024
SailCompass: Towards Reproducible and Robust Evaluation for Southeast Asian Languages Jia Guo Longxu Dou Guangtao Zeng Stanley Kok Wei Lu Qian Liu ELM LRM 70 1 0 02 Dec 2024
SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Models Jinghan He Haiyun Guo Kuan Zhu Zihan Zhao Ming Tang J. T. Wang KELM 28 1 0 09 Nov 2024
Sparsing Law: Towards Large Language Models with Greater Activation Sparsity Yuqi Luo Chenyang Song Xu Han Y. Chen Chaojun Xiao Zhiyuan Liu Maosong Sun 47 3 0 04 Nov 2024
SandboxAQ's submission to MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval Isidora Chara Tourni Sayontan Ghosh Brenda Miao Constantijn van der Poel LRM 28 0 0 28 Oct 2024
MrT5: Dynamic Token Merging for Efficient Byte-level Language Models Julie Kallini Shikhar Murty Christopher D. Manning Christopher Potts Róbert Csordás 30 2 0 28 Oct 2024
A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs A. S. Rawat Veeranjaneyulu Sadhanala Afshin Rostamizadeh Ayan Chakrabarti Wittawat Jitkrittum ... Rakesh Shivanna Sashank J. Reddi A. Menon Rohan Anil Sanjiv Kumar 28 2 0 24 Oct 2024
VoiceBench: Benchmarking LLM-Based Voice Assistants Yiming Chen Xianghu Yue Chen Zhang Xiaoxue Gao R. Tan H. Li ELM AuLLM 34 18 0 22 Oct 2024
Influential Language Data Selection via Gradient Trajectory Pursuit Zhiwei Deng Tao Li Yang Li 24 1 0 22 Oct 2024
Susu Box or Piggy Bank: Assessing Cultural Commonsense Knowledge between Ghana and the U.S Christabel Acquaye Haozhe An Rachel Rudinger 27 4 0 21 Oct 2024
SwaQuAD-24: QA Benchmark Dataset in Swahili Alfred Malengo Kondoro 22 0 0 18 Oct 2024
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems Nandan Thakur Suleman Kazi Ge Luo Jimmy J. Lin Amin Ahmad VLM RALM 26 7 0 17 Oct 2024
TSDS: Data Selection for Task-Specific Model Finetuning Zifan Liu Amin Karbasi Theodoros Rekatsinas 29 3 0 15 Oct 2024
BanglaQuAD: A Bengali Open-domain Question Answering Dataset Md. Rony Sudipto Kumar Shaha Rakib Al Hasan Sumon Kanti Dey Amzad Hossain Rafi Amzad Hossain Rafi Ashraf Hasan Sirajee Jens Lehmann 32 1 0 14 Oct 2024
State of NLP in Kenya: A Survey Cynthia Jayne Amol Everlyn Asiko Chimoto Rose Delilah Gesicho Antony M. Gitau Naome A. Etori ... Catherine Gitau Antony Ndolo Lilian D. A. Wanzare Albert Njoroge Kahira Ronald Tombe 21 1 0 13 Oct 2024
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment Amir Hossein Kargaran Ali Modarressi Nafiseh Nikeghbal Jana Diesner François Yvon Hinrich Schütze ELM 44 3 0 08 Oct 2024
Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages Seonjeong Hwang Yunsu Kim Gary Geunbae Lee 19 0 0 04 Oct 2024
Residual Policy Learning for Perceptive Quadruped Control Using Differentiable Simulation Jing Yuan Luo Yunlong Song Victor Klemm Fan Shi Davide Scaramuzza Marco Hutter 31 1 0 04 Oct 2024
Distilling an End-to-End Voice Assistant Without Instruction Training Data William B. Held Ella Li Michael Joseph Ryan Weiyan Shi Yanzhe Zhang Diyi Yang AuLLM 36 8 0 03 Oct 2024
MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards Sheng Wang Liheng Chen Pengan Chen Jingwei Dong Boyang Xue Jiyue Jiang Lingpeng Kong Chuan Wu MoE 29 7 0 01 Oct 2024
Towards Robust Extractive Question Answering Models: Rethinking the Training Methodology Son Quoc Tran Matt Kretchmar OOD 19 0 0 29 Sep 2024