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OPT: Open Pre-trained Transformer Language Models


May 05, 2022
Susan Zhang, Stephen Roller, Naman Goyal, Mikel Artetxe, Moya Chen, Shuohui Chen, Christopher Dewan, Mona Diab, Xian Li, Xi Victoria Lin, Todor Mihaylov, Myle Ott, Sam Shleifer, Kurt Shuster, Daniel Simig, Punit Singh Koura, Anjali Sridhar, Tianlu Wang, Luke Zettlemoyer


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Improving In-Context Few-Shot Learning via Self-Supervised Training


May 03, 2022
Mingda Chen, Jingfei Du, Ramakanth Pasunuru, Todor Mihaylov, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva

* NAACL 2022 

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Efficient Large Scale Language Modeling with Mixtures of Experts


Dec 20, 2021
Mikel Artetxe, Shruti Bhosale, Naman Goyal, Todor Mihaylov, Myle Ott, Sam Shleifer, Xi Victoria Lin, Jingfei Du, Srinivasan Iyer, Ramakanth Pasunuru, Giri Anantharaman, Xian Li, Shuohui Chen, Halil Akin, Mandeep Baines, Louis Martin, Xing Zhou, Punit Singh Koura, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Mona Diab, Zornitsa Kozareva, Ves Stoyanov


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Few-shot Learning with Multilingual Language Models


Dec 20, 2021
Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tianlu Wang, Shuohui Chen, Daniel Simig, Myle Ott, Naman Goyal, Shruti Bhosale, Jingfei Du, Ramakanth Pasunuru, Sam Shleifer, Punit Singh Koura, Vishrav Chaudhary, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Zornitsa Kozareva, Mona Diab, Veselin Stoyanov, Xian Li

* 36 pages 

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SUper Team at SemEval-2016 Task 3: Building a feature-rich system for community question answering


Sep 26, 2021
Tsvetomila Mihaylova, Pepa Gencheva, Martin Boyanov, Ivana Yovcheva, Todor Mihaylov, Momchil Hardalov, Yasen Kiprov, Daniel Balchev, Ivan Koychev, Preslav Nakov, Ivelina Nikolova, Galia Angelova

* SemEval-2016 
* community question answering, question-question similarity, question-comment similarity, answer reranking 

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Exposing Paid Opinion Manipulation Trolls


Sep 26, 2021
Todor Mihaylov, Ivan Koychev, Georgi Georgiev, Preslav Nakov

* RANLP-2015 
* opinion manipulation trolls, trolls, opinion manipulation, community forums, news media 

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EXAMS: A Multi-Subject High School Examinations Dataset for Cross-Lingual and Multilingual Question Answering


Nov 05, 2020
Momchil Hardalov, Todor Mihaylov, Dimitrina Zlatkova, Yoan Dinkov, Ivan Koychev, Preslav Nakov

* EMNLP 2020, 17 pages, 6 figures, 8 tables 

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SemanticZ at SemEval-2016 Task 3: Ranking Relevant Answers in Community Question Answering Using Semantic Similarity Based on Fine-tuned Word Embeddings


Nov 20, 2019
Todor Mihaylov, Preslav Nakov

* SemEval-2016 
* community question answering, semantic similarity 

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Hunting for Troll Comments in News Community Forums


Nov 19, 2019
Todor Mihaylov, Preslav Nakov

* ACL-2016 

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Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension


Aug 28, 2019
Todor Mihaylov, Anette Frank

* Accepted as a long conference paper to EMNLP-IJCNLP 2019 

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