Mariya Toneva

1. Getting aligned on representational alignment
   2023/10/18 by Ilia Sucholutsky, Sucholutsky, Ilia, Lukas Muttenthaler +66 · 10 voices · 34 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · Neuroscience · #Bioinformatics and Genomic Networks #Machine Learning in Materials Science #Neural dynamics and brain function #cs.AI #cs.LG #cs.NE #q-bio.NC
2. An Empirical Study of Example Forgetting during Deep Neural Network Learning
   2018/12/12 by Mariya Toneva, Alessandro Sordoni, Toneva, Mariya +9 · 61 citations
   Computer Science · #Neural Networks and Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification
3. Training language models to summarize narratives improves brain alignment
   2022/12/21 by Khai Loong Aw, Aw, Khai Loong, Mariya Toneva +1 · 8 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning in Bioinformatics #Neurons and Cognition (q-bio.NC) #Topic Modeling
4. Language models and brains align due to more than next-word prediction and word-level information
   2022/12/01 by Gabriele Merlin, Mariya Toneva, Merlin, Gabriele +1 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Neurons and Cognition (q-bio.NC) #Topic Modeling
5. Same Cause; Different Effects in the Brain
   2022/02/21 by Mariya Toneva, Toneva, Mariya, Jennifer Williams +7 · 2 citations
   Neuroscience · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
6. Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents
   2025/02/10 by Mathis Pink, Qinyuan Wu, Pink, Mathis +11 · 4 citations
   Computer Science · #Multi-Agent Systems and Negotiation
7. Does injecting linguistic structure into language models lead to better alignment with brain recordings?
   2021/01/29 by Mostafa Abdou, Abdou, Mostafa, Ana Valeria González +7 · 2 citations
   Computer Science · Neuroscience · #Topic Modeling #Natural Language Processing Techniques #Neurobiology of Language and Bilingualism
8. Vision-Language Integration in Multimodal Video Transformers (Partially) Aligns with the Brain
   2023/11/13 by Dota Tianai Dong, Mariya Toneva, Dong, Dota Tianai +1 · 2 citations
   Computer Science · Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language and cultural evolution #Language, Metaphor, and Cognition #Machine Learning (cs.LG)
9. Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain
   2025/06/04 by Omer Moussa, Moussa, Omer, Mariya Toneva +1 · 1 voice · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · Neuroscience · Psychology · #Neural dynamics and brain function #Neurobiology of Language and Bilingualism #Phonetics and Phonology Research #cs.CL #cs.SD #eess.AS #q-bio.NC
10. Hints Help Finding and Fixing Bugs Differently in Python and Text-based Program Representations
    2024/12/17 by Ruchit Rawal, Rawal, Ruchit, Victor-Alexandru Pădurean +7 · 1 citation
    Computer Science · #Computational Physics and Python Applications #Advanced Malware Detection Techniques