Todor Mihaylov

45 papers A* 5B 1Misc 1Journal 23Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Correlating and Predicting Human Evaluations of Language Models from Natural Language Processing Benchmarks. CoRR Rylan Schaeffer, Punit Singh Koura, Binh Tang, Ranjan Subramanian, Aaditya K. Singh, Todor Mihaylov, Prajjwal Bhargava, Lovish Madaan, Niladri S. Chatterji, Vedanuj Goswami, Sergey Edunov, Dieuwke Hupkes, Sanmi Koyejo, Sharan Narang
2025	J	`jnl`	Optimizing Pretraining Data Mixtures with LLM-Estimated Utility. CoRR William Barr Held, Bhargavi Paranjape, Punit Singh Koura, Mike Lewis, Frank Zhang, Todor Mihaylov
2024	—	`—`	Knowledge-Enhanced Neural Networks for Machine Reading Comprehension. Todor Mihaylov
2023	A*	`conf`	Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training. CVPR Filip Radenovic, Abhimanyu Dubey, Abhishek Kadian, Todor Mihaylov, Simon Vandenhende, Yash Patel, Yi Wen, Vignesh Ramanathan, Dhruv Mahajan
2023	J	`jnl`	Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training. CoRR Filip Radenovic, Abhimanyu Dubey, Abhishek Kadian, Todor Mihaylov, Simon Vandenhende, Yash Patel, Yi Wen, Vignesh Ramanathan, Dhruv Mahajan
2023	J	`jnl`	Llama 2: Open Foundation and Fine-Tuned Chat Models. CoRR Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, Dan Bikel, Lukas Blecher, Cristian Canton-Ferrer, Moya Chen, Guillem Cucurull, David Esiobu, Jude Fernandes, Jeremy Fu, Wenyin Fu, Brian Fuller, Cynthia Gao, Vedanuj Goswami, Naman Goyal, Anthony Hartshorn, Saghar Hosseini, Rui Hou, Hakan Inan, Marcin Kardas, Viktor Kerkez, Madian Khabsa, Isabel Kloumann, Artem Korenev, Punit Singh Koura, Marie-Anne Lachaux, Thibaut Lavril, Jenya Lee, Diana Liskovich, Yinghai Lu, Yuning Mao, Xavier Martinet, Todor Mihaylov, Pushkar Mishra, Igor Molybog, Yixin Nie, Andrew Poulton, Jeremy Reizenstein, Rashi Rungta, Kalyan Saladi, Alan Schelten, Ruan Silva, Eric Michael Smith, Ranjan Subramanian, Xiaoqing Ellen Tan, Binh Tang, Ross Taylor, Adina Williams, Jian Xiang Kuan, Puxin Xu, Zheng Yan, Iliyan Zarov, Yuchen Zhang, Angela Fan, Melanie Kambadur, Sharan Narang, Aurélien Rodriguez, Robert Stojnic, Sergey Edunov, Thomas Scialom
2023	—	`conf`	Understanding In-Context Learning via Supportive Pretraining Data. ACL (1) Xiaochuang Han, Daniel Simig, Todor Mihaylov, Yulia Tsvetkov, Asli Celikyilmaz, Tianlu Wang
2023	J	`jnl`	Understanding In-Context Learning via Supportive Pretraining Data. CoRR Xiaochuang Han, Daniel Simig, Todor Mihaylov, Yulia Tsvetkov, Asli Celikyilmaz, Tianlu Wang
2023	—	`conf`	bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark. ACL (1) Momchil Hardalov, Pepa Atanasova, Todor Mihaylov, Galia Angelova, Kiril Simov, Petya Osenova, Veselin Stoyanov, Ivan Koychev, Preslav Nakov, Dragomir Radev
2023	J	`jnl`	bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark. CoRR Momchil Hardalov, Pepa Atanasova, Todor Mihaylov, Galia Angelova, Kiril Simov, Petya Osenova, Ves Stoyanov, Ivan Koychev, Preslav Nakov, Dragomir Radev
2022	A*	`conf`	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 T. Diab, Zornitsa Kozareva, Veselin Stoyanov
2022	A*	`conf`	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 T. Diab, Veselin Stoyanov, Xian Li
2022	—	`conf`	Improving In-Context Few-Shot Learning via Self-Supervised Training. NAACL-HLT Mingda Chen, Jingfei Du, Ramakanth Pasunuru, Todor Mihaylov, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva
2022	J	`jnl`	Improving In-Context Few-Shot Learning via Self-Supervised Training. CoRR Mingda Chen, Jingfei Du, Ramakanth Pasunuru, Todor Mihaylov, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva
2022	J	`jnl`	OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization. CoRR Srinivasan Iyer, Xi Victoria Lin, Ramakanth Pasunuru, Todor Mihaylov, Daniel Simig, Ping Yu, Kurt Shuster, Tianlu Wang, Qing Liu, Punit Singh Koura, Xian Li, Brian O'Horo, Gabriel Pereyra, Jeff Wang, Christopher Dewan, Asli Celikyilmaz, Luke Zettlemoyer, Ves Stoyanov
2022	J	`jnl`	OPT: Open Pre-trained Transformer Language Models. CoRR Susan Zhang, Stephen Roller, Naman Goyal, Mikel Artetxe, Moya Chen, Shuohui Chen, Christopher Dewan, Mona T. 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
2021	J	`jnl`	Efficient Large Scale Language Modeling with Mixtures of Experts. CoRR 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 T. Diab, Zornitsa Kozareva, Ves Stoyanov
2021	J	`jnl`	Exposing Paid Opinion Manipulation Trolls. CoRR Todor Mihaylov, Ivan Koychev, Georgi Georgiev, Preslav Nakov
2021	J	`jnl`	Few-shot Learning with Multilingual Language Models. CoRR 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 T. Diab, Veselin Stoyanov, Xian Li
2021	J	`jnl`	SUper Team at SemEval-2016 Task 3: Building a feature-rich system for community question answering. CoRR Tsvetomila Mihaylova, Pepa Gencheva, Martin Boyanov, Ivana Yovcheva, Todor Mihaylov, Momchil Hardalov, Yasen Kiprov, Daniel Balchev, Ivan Koychev, Preslav Nakov, Ivelina Nikolova, Galia Angelova
2020	J	`jnl`	EXAMS: A Multi-Subject High School Examinations Dataset for Cross-Lingual and Multilingual Question Answering. CoRR Momchil Hardalov, Todor Mihaylov, Dimitrina Zlatkova, Yoan Dinkov, Ivan Koychev, Preslav Nakov
2020	—	`conf`	EXAMS: A Multi-subject High School Examinations Dataset for Cross-lingual and Multilingual Question Answering. EMNLP (1) Momchil Hardalov, Todor Mihaylov, Dimitrina Zlatkova, Yoan Dinkov, Ivan Koychev, Preslav Nakov
2019	—	`conf`	Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension. EMNLP/IJCNLP (1) Todor Mihaylov, Anette Frank
2019	J	`jnl`	Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension. CoRR Todor Mihaylov, Anette Frank
2019	J	`jnl`	Hunting for Troll Comments in News Community Forums. CoRR Todor Mihaylov, Preslav Nakov
2019	J	`jnl`	SemanticZ at SemEval-2016 Task 3: Ranking Relevant Answers in Community Question Answering Using Semantic Similarity Based on Fine-tuned Word Embeddings. CoRR Todor Mihaylov, Preslav Nakov
2018	A*	`conf`	Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering. EMNLP Todor Mihaylov, Peter Clark, Tushar Khot, Ashish Sabharwal
2018	J	`jnl`	Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering. CoRR Todor Mihaylov, Peter Clark, Tushar Khot, Ashish Sabharwal
2018	—	`conf`	Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge. ACL (1) Todor Mihaylov, Anette Frank
2018	J	`jnl`	Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge. CoRR Todor Mihaylov, Anette Frank
2018	J	`jnl`	The dark side of news community forums: opinion manipulation trolls. Internet Res. Todor Mihaylov, Tsvetomila Mihaylova, Preslav Nakov, Lluís Màrquez, Georgi Georgiev, Ivan Koychev
2018	—	`conf`	What's Important in a Text? An Extensive Evaluation of Linguistic Annotations for Summarization. SNAMS Markus Zopf, Teresa Botschen, Tobias Falke, Benjamin Heinzerling, Ana Marasovic, Todor Mihaylov, Avinesh P. V. S., Eneldo Loza Mencía, Johannes Fürnkranz, Anette Frank
2017	A*	`conf`	Large-Scale Goodness Polarity Lexicons for Community Question Answering. SIGIR Todor Mihaylov, Daniel Balchev, Yasen Kiprov, Ivan Koychev, Preslav Nakov
2017	J	`jnl`	Large-Scale Goodness Polarity Lexicons for Community Question Answering. CoRR Todor Mihaylov, Daniel Balchev, Yasen Kiprov, Ivan Koychev, Preslav Nakov
2017	J	`jnl`	Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension. CoRR Todor Mihaylov, Zornitsa Kozareva, Anette Frank
2017	—	`conf`	Story Cloze Ending Selection Baselines and Data Examination. LSDSem@EACL Todor Mihaylov, Anette Frank
2017	J	`jnl`	Story Cloze Ending Selection Baselines and Data Examination. CoRR Todor Mihaylov, Anette Frank
2016	—	`conf`	AIPHES-HD system at TAC KBP 2016: Neural Event Trigger Span Detection and Event Type and Realis Disambiguation with Word Embeddings. TAC Todor Mihaylov, Anette Frank
2016	—	`conf`	Discourse Relation Sense Classification Using Cross-argument Semantic Similarity Based on Word Embeddings. CoNLL Shared Task Todor Mihaylov, Anette Frank
2016	—	`conf`	Hunting for Troll Comments in News Community Forums. ACL (2) Todor Mihaylov, Preslav Nakov
2016	—	`conf`	SUper Team at SemEval-2016 Task 3: Building a Feature-Rich System for Community Question Answering. SemEval@NAACL-HLT Tsvetomila Mihaylova, Pepa Gencheva, Martin Boyanov, Ivana Yovcheva, Todor Mihaylov, Momchil Hardalov, Yasen Kiprov, Daniel Balchev, Ivan Koychev, Preslav Nakov, Ivelina Nikolova, Galia Angelova
2016	—	`conf`	SemanticZ at SemEval-2016 Task 3: Ranking Relevant Answers in Community Question Answering Using Semantic Similarity Based on Fine-tuned Word Embeddings. SemEval@NAACL-HLT Todor Mihaylov, Preslav Nakov
2015	Misc	`conf`	Exposing Paid Opinion Manipulation Trolls. RANLP Todor Mihaylov, Ivan Koychev, Georgi Georgiev, Preslav Nakov
2015	B	`conf`	Finding Opinion Manipulation Trolls in News Community Forums. CoNLL Todor Mihaylov, Georgi Georgiev, Preslav Nakov
2014	—	`conf`	SU-FMI: System Description for SemEval-2014 Task 9 on Sentiment Analysis in Twitter. SemEval@COLING Boris Velichkov, Borislav Kapukaranov, Ivan Grozev, Jeni Karanesheva, Todor Mihaylov, Yasen Kiprov, Preslav Nakov, Ivan Koychev, Georgi Georgiev