Research output per year
Research output per year
- 18 results
Search results
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2025
Discrete Latent Structure in Neural Networks
Niculae, V., Corro, C., Nangia, N., Mihaylova, T. & Martins, A. F. T., 2 Jun 2025, In: Foundations and Trends in Signal Processing. 19, 2, p. 99-211 113 p.Research output: Contribution to journal › Review Article › peer-review
Open Access -
Injecting Conflict Situations in Autonomous Driving Simulation using CARLA
Mihaylova, T., Reitmann, S., Topp, E. A. & Kyrki, V., 2025, Proceedings of the 2025 ACM/IEEE International Conference on Human-Robot Interaction. IEEE, p. 1052–1056 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Pedestrian Vision Language Model for Intentions Prediction
Munir, F., Azam, S., Mihaylova, T., Kyrki, V. & Kucner, T. P., 2025, In: IEEE Open Journal of Intelligent Transportation Systems. 6, p. 393-406 14 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Downloads (Pure) -
2024
Conflict Simulation for Shared Autonomy in Autonomous Driving
Reitmann, S., Topp, E. A., Mihaylova, T. & Kyrki, V., 11 Mar 2024, HRI 2024 Companion - Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction. IEEE, p. 882-887 6 p. (ACM/IEEE International Conference on Human-Robot Interaction).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile2 Citations (Scopus)32 Downloads (Pure) -
Do Visual-Language Maps Capture Latent Semantics?
Pekkanen, M., Mihaylova, T., Verdoja, F. & Kyrki, V., 2024, (In preparation) Proceedings of IEEE-RAS International Conference on Humanoid Robots.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Evaluating the quality of robotic visual-language maps
Pekkanen, M., Mihaylova, T., Verdoja, F. & Kyrki, V., 17 May 2024, Workshop on Vision-Language Models for Navigation and Manipulation. IEEE, 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Professional
Open Access -
Exploring Large Language Models for Trajectory Prediction: A Technical Perspective
Munir, F., Mihaylova, T., Azam, S., Kucner, T. P. & Kyrki, V., 11 Mar 2024, HRI 2024 Companion - Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction. IEEE, p. 774-778 5 p. (ACM/IEEE International Conference on Human-Robot Interaction).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile4 Citations (Scopus)412 Downloads (Pure) -
2022
Modeling Structure with Undirected Neural Networks
Mihaylova, T., Niculae, V. & Martins, A. F. T., 2022, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. JMLR, (Proceedings of Machine Learning Research ; vol. 162).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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2020
Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning
Mihaylova, T., Niculae, V. & Martins, A. F. T., 2020, Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020. Association for Computational Linguistics, p. 2186-2202Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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2019
Automatic Fact-Checking Using Context and Discourse Information
Atanasova, P., Nakov, P., Màrquez, L., Barrón-Cedeño, A., Karadzhnov, G., Mihaylova, T., Mohtarami, M. & Glass, J., 2019, In: Journal of Data and Information Quality.Research output: Contribution to journal › Article › Scientific › peer-review
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Latent Structure Models for Natural Language Processing
Martins, A. F. T., Mihaylova, T., Nangia, N. & Niculae, V., 2019, Proceedings of the 57th Conference of the Association for Computational Linguistics: Tutorial Abstracts, ACL 2019, Florence, Italy, July 28, 2019, Volume 4: Tutorial Abstracts. Association for Computational LinguisticsResearch output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific
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Scheduled Sampling for Transformers
Mihaylova, T. & Martins, A. F. T., 2019, Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019. Association for Computational Linguistics, p. 351-356Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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SemEval-2019 Task 8: Fact Checking in Community Question Answering Forums
Mihaylova, T., Karadzhov, G., Atanasova, P., Baly, R., Mohtarami, M. & Nakov, P., 2019, Proceedings of the 13th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2019, Minneapolis, MN, USA, June 6-7, 2019. Association for Computational LinguisticsResearch output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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2018
Fact Checking in Community Forums
Mihaylova, T., Nakov, P., Màrquez, L., Barrón-Cedeño, A., Mohtarami, M., Karadzhnov, G. & Glass, J., 2018, Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018. AAAI Press, (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 33, no. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
The dark side of news community forums: opinion manipulation trolls
Mihaylov, T., Mihaylova, T., Nakov, P., Màrquez, L., Georgiev, G. & Koychev, I., 2018, In: Internet Research.Research output: Contribution to journal › Article › Scientific › peer-review
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2017
Do Not Trust the Trolls: Predicting Credibility in Community Question Answering Forums
Nakov, P., Mihaylova, T., Màrquez, L., Shiroya, Y. & Koychev, I., 2017, Proceedings of the International Conference Recent Advances in Natural Language Processing, RANLP 2017, Varna, Bulgaria. Association for Computational Linguistics, p. 551-560 (International conference Recent advances in natural language processing ).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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The Case for Being Average: A Mediocrity Approach to Style Masking and Author Obfuscation - (Best of the Labs Track at CLEF-2017)
Karadzhov, G., Mihaylova, T., Kiprov, Y., Georgiev, G., Koychev, I. & Nakov, P., 2017, Experimental IR Meets Multilinguality, Multimodality, and Interaction - 8th International Conference of the CLEF Association, CLEF 2017, Dublin, Ireland, September 11-14, 2017, Proceedings. Springer, (Lecture Notes in Computer Science; vol. 10456).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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2016
SUper Team at SemEval-2016 Task 3: Building a Feature-Rich System for Community Question Answering
Mihaylova, T., Gencheva, P., Boyanov, M., Youvcheva, I., Mihaylov, T., Hardalov, M., Kiprov, Y., Balchev, D., Koychev, I., Nakov, P., Nikolova, I. & Angelova, G., 2016, Proceedings of the 10th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2016, San Diego, CA, USA, June 16-17, 2016.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review