profile picture

Fantine Huot

Research Engineer @ Google DeepMind

summarization

planning

question answering

attribution

crosslingual

controllable generation

multimodal dataset

conditional generation

parameter-efficient fine-tuning

question-answer

multilingual summarization

long-form question answering

lora

text-blueprint

quenstion-answer blueprint

8

presentations

6

number of views

SHORT BIO

Fantine is a research engineer at Google DeepMind. Her research focuses on controllable and faithful language generation. She got her PhD from Stanford University, and her MSc from the Ecole Nationale Superieure des Mines de Paris.

Presentations

DOLOMITES: Domain-Specific Long-Form Methodical Tasks

Chaitanya Malaviya and 9 other authors

Evaluating LLMs for Targeted Concept Simplification for Domain-Specific Texts

Sumit Asthana and 4 other authors

Learning to Plan and Generate Text with Citations

Constanza Fierro and 6 other authors

Low-Rank Adaptation for Multilingual Summarization: An Empirical Study

Chenxi Whitehouse and 5 other authors

µPLAN: Summarizing using a Content Plan as Cross-Lingual Bridge

Fantine Huot and 7 other authors

QAmeleon: Multilingual QA with Only 5 Examples | VIDEO

Chris Alberti and 8 other authors

Conditional Generation with a Question-Answering Blueprint

Shashi Narayan and 8 other authors

Text-Blueprint: An Interactive Platform for Plan-based Conditional Generation

Fantine Huot and 8 other authors

Stay up to date with the latest Underline news!

Select topic of interest (you can select more than one)

PRESENTATIONS

  • All Presentations
  • For Librarians
  • Resource Center
  • Free Trial
Underline Science, Inc.
1216 Broadway, 2nd Floor, New York, NY 10001, USA

© 2025 Underline - All rights reserved