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

Mingda Chen | Jingfei Du | Ramakanth Pasunuru | Todor Mihaylov | Srini Iyer | Veselin Stoyanov | Zornitsa Kozareva |

Efficient Large Scale Language Modeling with Mixtures of Experts EMNLP

Mikel Artetxe | Shruti Bhosale | Naman Goyal | Todor Mihaylov | Myle Ott | Sam Shleifer | Xi Victoria Lin | Jingfei Du | Srinivasan Iyer | Ramakanth Pasunuru | Giridharan Anantharaman | Xian Li | Shuohui Chen | Halil Akin | Mandeep Baines | Louis Martin | Xing Zhou | Punit Singh Koura | Brian O’Horo | Jeffrey Wang | Luke Zettlemoyer | Mona Diab | Zornitsa Kozareva | Veselin Stoyanov |

Few-shot Learning with Multilingual Generative Language Models EMNLP

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 |

EXAMS: A Multi-subject High School Examinations Dataset for Cross-lingual and Multilingual Question Answering EMNLP

Momchil Hardalov | Todor Mihaylov | Dimitrina Zlatkova | Yoan Dinkov | Ivan Koychev | Preslav Nakov |

Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension EMNLP

Todor Mihaylov | Anette Frank |

Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering EMNLP

Todor Mihaylov | Peter Clark | Tushar Khot | Ashish Sabharwal |

Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge ACL

Todor Mihaylov | Anette Frank |

Story Cloze Ending Selection Baselines and Data Examination LSDSem WS

Todor Mihaylov | Anette Frank |

Discourse Relation Sense Classification Using Cross-argument Semantic Similarity Based on Word Embeddings CoNLL

Todor Mihaylov | Anette Frank |

Hunting for Troll Comments in News Community Forums ACL

Todor Mihaylov | Preslav Nakov |

SUper Team at SemEval-2016 Task 3: Building a Feature-Rich System for Community Question Answering *SEMEVAL

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

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

Todor Mihaylov | Preslav Nakov |

Finding Opinion Manipulation Trolls in News Community Forums CoNLL

Todor Mihaylov | Georgi Georgiev | Preslav Nakov |

Exposing Paid Opinion Manipulation Trolls RANLP

Todor Mihaylov | Ivan Koychev | Georgi Georgiev | Preslav Nakov |

SU-FMI: System Description for SemEval-2014 Task 9 on Sentiment Analysis in Twitter *SEMEVAL

Boris Velichkov | Borislav Kapukaranov | Ivan Grozev | Jeni Karanesheva | Todor Mihaylov | Yasen Kiprov | Preslav Nakov | Ivan Koychev | Georgi Georgiev |