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William Merrill author Yoav Goldberg author Roy Schwartz author Noah A Smith author 2021 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal merrill-etal-2021-provable 10.1162/tacl_a_00412 https://aclanthology.org/2021.tacl-1.62/ 2021 9 1047 1060 Compressing Large-Scale Transformer-Based Models: A Case Study on BERT Prakhar Ganesh author Yao Chen author Xin Lou author Mohammad Ali Khan author Yin Yang author Hassan Sajjad author Preslav Nakov author Deming Chen author Marianne Winslett author 2021 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal ganesh-etal-2021-compressing 10.1162/tacl_a_00413 https://aclanthology.org/2021.tacl-1.63/ 2021 9 1061 1080 He Thinks He Knows Better than the Doctors: BERT for Event Factuality Fails on Pragmatics Nanjiang Jiang author Marie-Catherine de Marneffe author 2021 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal jiang-de-marneffe-2021-thinks 10.1162/tacl_a_00414 https://aclanthology.org/2021.tacl-1.64/ 2021 9 1081 1097 PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Patrick Lewis author Yuxiang Wu author Linqing Liu author Pasquale Minervini author Heinrich Küttler author Aleksandra Piktus author Pontus Stenetorp author Sebastian Riedel author 2021 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal lewis-etal-2021-paq 10.1162/tacl_a_00415 https://aclanthology.org/2021.tacl-1.65/ 2021 9 1098 1115 MasakhaNER: Named Entity Recognition for African Languages David Ifeoluwa Adelani author Jade Abbott author Graham Neubig author Daniel D’souza author Julia Kreutzer author Constantine Lignos author Chester Palen-Michel author Happy Buzaaba author Shruti Rijhwani author Sebastian Ruder author Stephen Mayhew author Israel Abebe Azime author Shamsuddeen H Muhammad author Chris Chinenye Emezue author Joyce Nakatumba-Nabende author Perez Ogayo author Aremu Anuoluwapo author Catherine Gitau author Derguene Mbaye author Jesujoba Alabi author Seid Muhie Yimam author Tajuddeen Rabiu Gwadabe author Ignatius Ezeani author Rubungo Andre Niyongabo author Jonathan Mukiibi author Verrah Otiende author Iroro Orife author Davis David author Samba Ngom author Tosin Adewumi author Paul Rayson author Mofetoluwa Adeyemi author Gerald Muriuki author Emmanuel Anebi author Chiamaka Chukwuneke author Nkiruka Odu author Eric Peter Wairagala author Samuel Oyerinde author Clemencia Siro author Tobius Saul Bateesa author Temilola Oloyede author Yvonne Wambui author Victor Akinode author Deborah Nabagereka author Maurice Katusiime author Ayodele Awokoya author Mouhamadane MBOUP author Dibora Gebreyohannes author Henok Tilaye author Kelechi Nwaike author Degaga Wolde author Abdoulaye Faye author Blessing Sibanda author Orevaoghene Ahia author Bonaventure F P Dossou author Kelechi Ogueji author Thierno Ibrahima DIOP author Abdoulaye Diallo author Adewale Akinfaderin author Tendai Marengereke author Salomey Osei author 2021 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal adelani-etal-2021-masakhaner 10.1162/tacl_a_00416 https://aclanthology.org/2021.tacl-1.66/ 2021 9 1116 1131 A Statistical Analysis of Summarization Evaluation Metrics Using Resampling Methods Daniel Deutsch author Rotem Dror author Dan Roth author 2021 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal deutsch-etal-2021-statistical 10.1162/tacl_a_00417 https://aclanthology.org/2021.tacl-1.67/ 2021 9 1132 1146 ParsiNLU: A Suite of Language Understanding Challenges for Persian Daniel Khashabi author Arman Cohan author Siamak Shakeri author Pedram Hosseini author Pouya Pezeshkpour author Malihe Alikhani author Moin Aminnaseri author Marzieh Bitaab author Faeze Brahman author Sarik Ghazarian author Mozhdeh Gheini author Arman Kabiri author Rabeeh Karimi Mahabadi author Omid Memarrast author Ahmadreza Mosallanezhad author Erfan Noury author Shahab Raji author Mohammad Sadegh Rasooli author Sepideh Sadeghi author Erfan Sadeqi Azer author Niloofar Safi Samghabadi author Mahsa Shafaei author Saber Sheybani author Ali Tazarv author Yadollah Yaghoobzadeh author 2021 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal khashabi-etal-2021-parsinlu 10.1162/tacl_a_00419 https://aclanthology.org/2021.tacl-1.68/ 2021 9 1147 1162 What Helps Transformers Recognize Conversational Structure? 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