Global PIQA: Evaluating Commonsense Reasoning Across 100+ Languages and Cultures 文章
ArXiv CS.CL2026-06-02NEWSen作者: Tyler A. Chang, Catherine Arnett, Abdelrahman Sadallah, Abdelrahman Eldesokey, Abeer Kashar, Abolade Daud, Abosede Grace Olanihun, Adamu Labaran Mohammed, Adeyemi Praise, Adhikarimayum Meerajita Sharma, Aditi Gupta, Adril Putra Merin, Adwoa Bremang, Afitab Iyigun, Afonso Simpl\'icio, Ahmed Essouaied, Aicha Chorana, Akhil Eppa, Akintunde Oladipo, Akriti Kuri, Akshay Ramesh, Aleksei Dorkin, Alfred Malengo Kondoro, Alham Fikri Aji, Ali Eren \c{C}etinta\c{s}, Allan Hanbury, Alou Dembele, Alp Niksarli, \'Alvaro Arroyo, Amin Bajand, Amol Khanna, Ana Chkhaidze, Ana Carolina Condez, Anamaria-Roberta Hartl, Andiswa Mkhonto, Andrew Hoblitzell, Andrew Tran, Angelos Poulis, Anirban Majumder, Anjali Chaudhary, Anna Vacalopoulou, Annette Kuuipolani Kanahele Wong, Annika Simonsen, Anton Kovalev, Anupam Nayak, Ashvanth S, Ayodeji Lana, Ayu Purwarianti, Bashar Alhafni, Benedict Busole, Bernard Ghanem, Bharti Nathani, Biljana Stojanovska {\DJ}uri\'c, Blessing Ogundipe, Bolaotan Agbonile, Bragi Bergsson, Bruce Torres Fischer, Burak Tutar, Burcu \c{C}{\i}nar, Cade Kane, Can Udomcharoenchaikit, Chadi Helwe, Chaithra Reddy Nerella, Chen Cecilia Liu, Chiamaka Nwokolo, Christopher Homan, Cl\'ement Sampebgo, Cristina Espa\~na-Bonet, Cynthia Amol, Daeyoep Lee, Dan Saattrup Smart, Dana Arad, Daniil Dzenhaliou, Dasol Choi, David Liu, David Semedo, David Anugraha, Deborah Popoola, Deividas Mataciunas, Delphine Nyaboke, Dennis Owusu, Dhyuthy Krishna Kumar, Diogo Tavares, Diogo Gl\'oria-Silva, Divyanshu Goyal, DongGeon Lee, E. Kelly Buchanan, Ebele Nwamaka Anajemba, Egonu Ngozi Grace, Elena Mickel, Elias Herranen, Eliza Acharya, Eman Nisar, Emile Anand, Emmanuel Habumuremyi, Emuobonuvie Maria Ajiboye, Eryawan Presma Yulianrifat, Esther Adenuga, Ewa Rudnicka, Faith Itiola, Faran Taimoor Butt, Fareeha Fayyaz Sheikh, Fathima Thekkekara, Fatima Haouari, Faustin Nsengiyumva, Fenal Ashokbhai Ilasariya, Filbert Aurelian Tjiaranata, Firas Laakom, Francesca Grasso, Francesco Periti, Francesco Orabona, Gbenga Kayode Solomon, Genta Indra Winata, Gia Nghia Ngo, Gloria Udhedhe-oze, Gon\c{c}alo Vinagre, Gopi Naga Sai Ram Challagolla, Gorka Urbizu-Garmendia, Gouthami Vadithya, Guijin Son, Gulnaz Abdykadyrova, Gyan Swaroop Mohapatra, Hafeez Ullah, Hafsteinn Einarsson, Hai Hu, Hamidreza Saffari, Hamza Zaidi, Haopeng Zhang, Harethah Abu Shairah, Harry Vuong, Hele-Andra Kuulmets, Hitesh Laxmichand Patel, Houda Bouamor, Hwanjo Yu, Iben Nyholm Debess, \.Ibrahim Ethem Deveci, Ikhlasul Akmal Hanif, Ikhyun Cho, In\^es Vieira, In\^es Calvo, Isaac Manzi, Ismael Illa Salifou, Ismail Daud, Ismail Yusuf, Itay Itzhak, Ivan Zhelyazkov, Ivan Belashkin, Ivan Spada, Jacob Brinton, Jafar Isbarov, Jaka \v{C}ibej, Jan Koco\'n, Jan Cuhel, Jauza Krito, Jebish Purbey, Jennifer Za, Jennifer Mickel, Jenny Kunz, Jessica Ratovondranto, Jeyarajalingam Varsha, Jihae Jeong, Jimena Tena D\'avalos, Jinu Lee, Jo\~ao Magalh\~aes, John Seon Keun Yi, Jongin Kim, Joseph Chataignon, Joseph Marvin Imperial, Jubeerathan Thevakumar, Judith Land, Julia Alekseenko, Junchen Jiang, Jungwhan Kim, Kairit Sirts, Kamesh R, Kamesh V, Kanda Tshinu, K\"atriin Kukk, Kaustubh Ponkshe, Kavsar Huseynova, Ke He, Kenneth Enevoldsen, Kent Joshua Alvarez, Kerem Zaman, Khalil Mrini, Kian Kyars, Komal Gour, Krishnakumar Lainitha, Krister Kruusmaa, Kunal Mukherjee, Kusum Chouhan, Laura Castro, Laura M. Porrino-Moscoso, Lenny Sivi Za Nzambi, Leshem Choshen, Levent Sencan, Lilja {\O}vrelid, Lisa Alazraki, Loretta Oma Jones, Lovina Ehimen-Ugbede, Luheerathan Thevakumar, Luxshan Thavarasa, Mahnoor Malik, Mamadou K. Keita, Mansi Jangid, Marco De Santis, Marcos Garcia, Marek \v{S}uppa, Mariam D'Ciofalo, Marii Ojastu, Marium Attaullah, Maryam Sikander, Mausami Narayan, Maximos Skandalis, Mehak Mehak, Mehmet \.Ilteri\c{s} Bozkurt, Melaku Bayu, Menan Velayuthan, Mhasilenuo Vizo, Michael Leventhal, Micha{\l} Marci\'nczuk, Mina Almasi, Mirna Poto\v{c}njak, Mithil Bangera, Mohammadamin Shafiei, Mohiba Ansari, Mridul Sharma, Mrityunjaya Indoria, Mughees Ur Rehman, Muhammad Ravi Shulthan Habibi, Murat Koli\'c, Murat Bark{\i}n K{\i}nay, Nada Galant, Naina Singh Rathore, Naphat Permpredanun, Narada Maugin, Nathalie Norman, Nicholas Kluge Corr\^ea, Nikola Ljube\v{s}i\'c, Nirmal Thomas, Nisansa de Silva, Nisheeth Joshi, Nitish Ponkshe, Nizar Habash, Nneoma Udeze, Noel Thomas, No\'emi Ligeti-Nagy, Nouhoum Coulibaly, Odunayo Ogundepo, Odunayo Kareemat Buliaminu, Oghojafor Godswill Fejiro, Okechukwu God'spraise, Olanrewaju Samuel, Olaoye Deborah Oluwaseun, Olasoji Akindejoye, Olga Snissarenko, Onyinye Anulika Chiemezie, Orkun K{\i}nay, Osman Tursun, Oyelade Oluwafemi Joshua, Oyesanmi Fiyinfoluwa, Pablo Rodr\'iguez, Pablo Gamallo, Palak Arora, Pedro Valente, Peter Rupnik, Philip Oghenesuowho Ekiugbo, Prakhar Agarwal, Pramit Sahoo, Prokopis Prokopidis, Pua Niau-Puhipau, Quadri Yahya, Rachele Mignone, Raghav Singhal, Rahul Raja, Ram Mohan Rao Kadiyala, Raphael Merx, Rasmus Larsen, Ratnavel Rajalakshmi, Rishav Ghosh, Romina Oji, Ron Kekeha Solis, Rui Guerra, Rushikesh Zawar, Sa'ad Nasir Bashir, Saeed Alzaabi, Sahil Sandeep, Sai Pavan Batchu, Sai Sandeep Kantareddy, Saleha Muzammil, Salsabila Zahirah Pranida, Sam Buchanan, Samuel Rutunda, Sander Land, Sarah Sulollari, Sardar Ali, Saroj Sapkota, Sarveswaran Kengatharaiyer, Saulius Tautvaisas, Sayambhu Sen, Sayantani Banerjee, Sebastien Diarra, Segun Afolayan, Senthilnathan M, Sewoong Lee, Shaan Shah, Shankar Venkitachalam, Sharifa Djurabaeva, Sharon Ibejih, Shivanya Shomir Dutta, Siddhant Gupta, Silvia Paniagua Su\'arez, Sina Ahmadi, Sivasuthan Sukumar, Siyuan Song, Snegha A, Sokratis Sofianopoulos, Sona Elza Simon, Sonja Ben\v{c}ina, Sophie Gvasalia, Sphurti More, Spyros Dragazis, Stefan Milosavljevi\'c, Stephan P. Kaufhold, Suba S, Sultan Alrashed, Surangika Ranathunga, Taiga Someya, Taja Kuzman Punger\v{s}ek, Tal Haklay, Tasi'u Jibril, Tatsuya Aoyama, Tea Abashidze, Terenz Jomar Dela Cruz, Terra Blevins, Themistoklis Nikas, Theresa Idoko, Thu Mai Do, Tilek Chubakov, Tina Munda, Tobiloba Owoeye, Tommaso Gargiani, Uma Rathore, Uni Johannesen, Uwuma Ugwu, Vallerie Alexandra Putra, Vanya Bannihatti Kumar, Varvara Arzt, Vasily Konovalov, Vasudevan Nedumpozhimana, Viktoria Ondrejova, Viktoryia Horbik, Vishnu Vardhan Reddy Kummitha, Vuk Dini\'c, Walelign Sewunetie, Winston Wu, Xiaojing Zhao, Yacouba Diarra, Yaniv Nikankin, Yash Mathur, Yash Bagla, Yeshil Bangera, Yixi Chen, Yiyuan Li, Yolanda Xavier, Yonatan Belinkov, Zaid Alyafeai, Zhargal Batozargalova, Zhengyang Shan, Zhi Rui Tam, Zilu Tang, Zuzana Nadova, Baber Abbasi, Stella Biderman, David Stap, Duygu Ataman, Fabian Schmidt, Hila Gonen, Jiayi Wang, David Ifeoluwa Adelani
摘要
arXiv:2510.24081v2 Announce Type: replace Abstract: To date, there exist almost no culturally-specific evaluation benchmarks for large language models (LLMs) that cover a large number of languages and cultures. In this paper, we present Global PIQA, a participatory commonsense reasoning benchmark for over 100 languages, constructed by hand by over 350 researchers from over 65 countries around the world. The 141 language varieties in Global PIQA cover five continents, 19 language families, and 24 writing systems. In the non-parallel split of Global PIQA, over 50% of examples reference local foods, customs, traditions, or other culturally-specific elements. In the parallel split, we translate more "culturally agnostic" commonsense reasoning questions into 131 language varieties, for direct cross-lingual comparisons. In both splits, all examples have been verified by native speakers of the languages.
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Global PIQA: Evaluating Commonsense Reasoning Across 100+ Languages and Cultures
2026-06-02PRODUCT_LAUNCH影响: MEDIUM
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