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Todor Mihaylov
Todor Mihaylov
Research Scientist at Meta AI (Llama, GenAI)
Verified email at meta.com
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Cited by
Year
Llama 2: Open foundation and fine-tuned chat models
H Touvron, L Martin, K Stone, P Albert, A Almahairi, Y Babaei, ...
arXiv preprint arXiv:2307.09288, 2023
40732023
OPT: Open pre-trained transformer language models
S Zhang, S Roller, N Goyal, M Artetxe, M Chen, S Chen, C Dewan, ...
arXiv preprint arXiv:2205.01068, 2022
2229*2022
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
T Mihaylov, P Clark, T Khot, A Sabharwal
EMNLP 2018 - 2018 Conference on Empirical Methods in Natural Language …, 2018
7132018
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge
T Mihaylov, A Frank
ACL 2018 - Proceedings of the 56th Annual Meeting of the Association for …, 2018
2272018
Opt-iml: Scaling language model instruction meta learning through the lens of generalization
S Iyer, XV Lin, R Pasunuru, T Mihaylov, D Simig, P Yu, K Shuster, T Wang, ...
arXiv preprint arXiv:2212.12017, 2022
164*2022
Finding opinion manipulation trolls in news community forums
T Mihaylov, G Georgiev, P Nakov
CoNLL 2015 - Proceedings of the nineteenth conference on computational …, 2015
1582015
Few-shot learning with multilingual generative language models
XV Lin, T Mihaylov, M Artetxe, T Wang, S Chen, D Simig, M Ott, N Goyal, ...
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
133*2022
Efficient large scale language modeling with mixtures of experts
M Artetxe, S Bhosale, N Goyal, T Mihaylov, M Ott, S Shleifer, ...
EMNLP 2022 - Proceedings of the 2022 Conference on Empirical Methods in …, 2021
119*2021
Hunting for troll comments in news community forums
T Mihaylov, P Nakov
ACL 2016 - Proceedings of the 54th Annual Meeting of the Association for …, 2016
1062016
Exposing paid opinion manipulation trolls
T Mihaylov, I Koychev, G Georgiev, P Nakov
RANLP 2015 - Proceedings of the International Conference Recent Advances in …, 2015
60*2015
The dark side of news community forums: Opinion manipulation trolls
T Mihaylov, T Mihaylova, P Nakov, L Màrquez, GD Georgiev, IK Koychev
Internet Research 28 (5), 1292-1312, 2018
592018
SemanticZ at SemEval-2016 Task 3: Ranking relevant answers in community question answering using semantic similarity based on fine-tuned word embeddings
T Mihaylov, P Nakov
SemEval 2016 - Proceedings of the 10th International Workshop on Semantic …, 2016
582016
Improving In-Context Few-Shot Learning via Self-Supervised Training
M Chen, J Du, R Pasunuru, T Mihaylov, S Iyer, V Stoyanov, Z Kozareva
NAACL 2022 - Proceedings of the 2022 Conference of the North American …, 2022
47*2022
Filtering, distillation, and hard negatives for vision-language pre-training
F Radenovic, A Dubey, A Kadian, T Mihaylov, S Vandenhende, Y Patel, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023
442023
Discourse Relation Sense Classification Using Cross-argument Semantic Similarity Based on Word Embeddings
T Mihaylov, A Frank
CoNLL 2016 Shared Task - Proceedings of the Twentieth Conference on …, 2016
422016
Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension
T Mihaylov, A Frank
EMNLP-IJCNLP 2019 - In Proceedings of the 2019 Conference on Empirical …, 2019
362019
SUper Team at SemEval-2016 Task 3: Building a feature-rich system for community question answering
T Mihaylova, P Gencheva, M Boyanov, I Yovcheva, T Mihaylov, ...
SemEval 2016 - Proceedings of the 10th International Workshop on Semantic …, 2016
30*2016
EXAMS: A multi-subject high school examinations dataset for cross-lingual and multilingual question answering
M Hardalov, T Mihaylov, D Zlatkova, Y Dinkov, I Koychev, P Nakov
EMNLP 2020 - Proceedings of the 2020 Conference on Empirical Methods in …, 2020
242020
Understanding In-Context Learning via Supportive Pretraining Data
X Han, D Simig, T Mihaylov, Y Tsvetkov, A Celikyilmaz, T Wang
ACL 2023 - Proceedings of the 61st Annual Meeting of the Association for …, 2023
202023
PMI-cool at SemEval-2016 Task 3: Experiments with PMI and goodness polarity lexicons for community question answering
D Balchev, Y Kiprov, I Koychev, P Nakov
Proceedings of the 10th International Workshop on Semantic Evaluation …, 2016
202016
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