Subba Reddy OOTA
Publications
Publications
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Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)Transactions on Machine Learning Research Journal, 2024 |
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Modelling Cross-Situational Learning on Full Sentences in Few Shots with Simple RNNsCogSci 2024 - 46th Annual Meeting of the Cognitive Science Society, Jul 2024, Rotterdam, Netherlands |
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MEG Encoding using Word Context Semantics in Listening StoriesINTERSPEECH 2023 - 24th INTERSPEECH Conference, INTERSPEECH, Aug 2023, Dublin, Ireland |
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How does the brain process syntactic structure while listening?ACL 2023 - The 61st Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics, Jul 2023, Toronto, Canada |
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Speech Taskonomy: Which Speech Tasks are the most Predictive of fMRI Brain Activity?INTERSPEECH 2023 - 24th INTERSPEECH Conference, Aug 2023, Dublin, Ireland. pp.5167--5171, ⟨10.21437/Interspeech.2023-121⟩ |
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What aspects of NLP models and brain datasets affect brain-NLP alignment?2023 Conference on Cognitive Computational Neuroscience, CCN, Aug 2023, Oxford, UK, United Kingdom. ⟨10.32470/CCN.2023.1273-0⟩ |
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Joint processing of linguistic properties in brains and language modelsNeurIPS 2023 - 37th Conference on Neural Information Processing Systems, Neural Information Processing Systems, Dec 2023, New Orleans, United States |
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Long Short-Term Memory of Language Models for Predicting Brain Activation During Listening to StoriesCogSci 2022 - Cognitive Science Society, Jul 2022, Toronto, Canada |
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Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity?NAACL 2022 - Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT2022), Jul 2022, Seattle, United States. pp.3220-3237, ⟨10.18653/v1/2022.naacl-main.235⟩ |
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Multi-view and Cross-view Brain DecodingColing 2022 - The 29th International Conference on Computational Linguistics, Oct 2022, Gyeongju, South Korea. pp.105-115 |
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Visio-Linguistic Brain EncodingCOLING 2022 - the 29th International Conference on Computational Linguistics, Oct 2022, Gyeongju, South Korea. pp.116-133 |
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Deep Learning for Brain Encoding and DecodingCOGSCI 2022 - the 44th Annual Conference of the Cognitive Science Society, Jul 2022, Toronto (CA), Canada |
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Neuro-computational models of language comprehension : characterizing similarities and differences between language processing in brains and language models.Artificial Intelligence [cs.AI]. Université de Bordeaux, 2024. English. ⟨NNT : 2024BORD0080⟩ |
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Cross-Situational Learning Towards Robot Grounding2022 |