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researcher

M. Toneva

11 papers hereh-index 5264 citations46 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author5
  • last author6

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cs.AI2
  • cs.CV2
  • cs.SE2
  • cs.LG1
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedGetting aligned on representational alignment

35 citations · 38 across the 10 of their papers we have counts for

collaborators
Showing 2025 · cs.CLShow all

2 papers · 2 filters

cs.CL2025

Brain-tuning Improves Generalizability and Efficiency of Brain Alignment in Speech Models

Omer Moussa, Mariya Toneva

Pretrained language models are remarkably effective in aligning with human brain responses elicited by natural language stimuli, positioning them as promising model organisms for s…

cs.CL2025

Positional Biases Shift as Inputs Approach Context Window Limits

Blerta Veseli, Julian Chibane, Mariya Toneva +1

Large Language Models (LLMs) often struggle to use information across long inputs effectively. Prior work has identified positional biases, such as the Lost in the Middle (LiM) eff…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.