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Charlotte Rochereau

3 papers hereh-index 4592 citations8 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.LG1
  • physics.bio-ph1

identity via Semantic Scholar / OpenAlex

most citedAnkh: Optimized Protein Language Model Unlocks General-Purpose Modelling

32 citations · 33 across the 3 of their papers we have counts for

collaborators

3 papers

physics.bio-ph2023

A billion years of evolution manifest in nanosecond protein dynamics

Philipp J. Heckmeier, Jeannette Ruf, Charlotte Rochereau +1

Protein dynamics form a critical bridge between protein structure and function, yet the impact of evolution on ultrafast processes inside proteins remains enigmatic. This study del…

cs.LG2023★ 32 cited

Ankh: Optimized Protein Language Model Unlocks General-Purpose Modelling

Ahmed Elnaggar, Hazem Essam, Wafaa Salah-Eldin +4

As opposed to scaling-up protein language models (PLMs), we seek improving performance via protein-specific optimization. Although the proportionality between the language model si…

cs.CL2019★ 1 cited

Neural language modeling of free word order argument structure

Charlotte Rochereau, Benoît Sagot, Emmanuel Dupoux

Neural language models trained with a predictive or masked objective have proven successful at capturing short and long distance syntactic dependencies. Here, we focus on verb argu…

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