A Seismic Shift in Scalable Acquisition Demands New Processing: Fiber-Optic Seismic Signal Retrieval in Urban Areas with Unsupervised Learning for Coherent Noise Removal. - Eileen R. Martin; Fantine Huot; Yinbin Ma; Robert Cieplicki; Steve Cole; Martin Karrenbach; Biondo L. Biondi (IEEE Signal Process. Mag., 2018)

High-resolution imaging on TPUs. - Fantine Huot; Yi-Fan Chen; Robert G. Clapp; Carlos Boneti; John R. Anderson (CoRR, 2019)

Deep Learning Models for Predicting Wildfires from Historical Remote-Sensing Data. - Fantine Huot; R. Lily Hu; Matthias Ihme; Qing Wang 032; John Burge; Tianjian Lu; Jason Hickey; Yi-Fan Chen; John R. Anderson (CoRR, 2020)

Next Day Wildfire Spread: A Machine Learning Data Set to Predict Wildfire Spreading from Remote-Sensing Data. - Fantine Huot; R. Lily Hu; Nita Goyal; Tharun Sankar; Matthias Ihme; Yi-Fan Chen (CoRR, 2021)

Conditional Generation with a Question-Answering Blueprint. - Shashi Narayan; Joshua Maynez; Reinald Kim Amplayo; Kuzman Ganchev; Annie Louis; Fantine Huot; Dipanjan Das 001; Mirella Lapata (CoRR, 2022)

Next Day Wildfire Spread: A Machine Learning Dataset to Predict Wildfire Spreading From Remote-Sensing Data. - Fantine Huot; R. Lily Hu; Nita Goyal; Tharun Sankar; Matthias Ihme; Yi-Fan Chen (IEEE Trans. Geosci. Remote. Sens., 2022)

Text-Blueprint: An Interactive Platform for Plan-based Conditional Generation. - Fantine Huot; Joshua Maynez; Shashi Narayan; Reinald Kim Amplayo; Kuzman Ganchev; Annie Priyadarshini Louis; Anders Sandholm 001; Dipanjan Das 001; Mirella Lapata (EACL (System Demonstrations), 2023)

How (not) to ensemble LVLMs for VQA. - Lisa Alazraki; Lluís Castrejón; Mostafa Dehghani 001; Fantine Huot; Jasper R. R. Uijlings; Thomas Mensink (ICBINB, 2023)

Scaling Vision Transformers to 22 Billion Parameters. - Mostafa Dehghani 001; Josip Djolonga; Basil Mustafa; Piotr Padlewski; Jonathan Heek; Justin Gilmer; Andreas Peter Steiner; Mathilde Caron; Robert Geirhos; Ibrahim Alabdulmohsin; Rodolphe Jenatton; Lucas Beyer; et al. (ICML, 2023)

Parameter-Efficient Multilingual Summarisation: An Empirical Study. - Chenxi Whitehouse; Fantine Huot; Jasmijn Bastings; Mostafa Dehghani 001; Chu-Cheng Lin; Mirella Lapata (CoRR, 2023)

QAmeleon: Multilingual QA with Only 5 Examples. - Priyanka Agrawal; Chris Alberti; Fantine Huot; Joshua Maynez; Ji Ma 004; Sebastian Ruder; Kuzman Ganchev; Dipanjan Das 001; Mirella Lapata (Trans. Assoc. Comput. Linguistics, 2023)

Conditional Generation with a Question-Answering Blueprint. - Shashi Narayan; Joshua Maynez; Reinald Kim Amplayo; Kuzman Ganchev; Annie Louis; Fantine Huot; Anders Sandholm 001; Dipanjan Das 001; Mirella Lapata (Trans. Assoc. Comput. Linguistics, 2023)

Learning to Plan and Generate Text with Citations. - Constanza Fierro; Reinald Kim Amplayo; Fantine Huot; Nicola De Cao; Joshua Maynez; Shashi Narayan; Mirella Lapata (ACL (1), 2024)

μPLAN: Summarizing using a Content Plan as Cross-Lingual Bridge. - Fantine Huot; Joshua Maynez; Chris Alberti; Reinald Kim Amplayo; Priyanka Agrawal; Constanza Fierro; Shashi Narayan; Mirella Lapata (EACL (1), 2024)

Evaluating LLMs for Targeted Concept Simplification for Domain-Specific Texts. - Sumit Asthana; Hannah Rashkin; Elizabeth Clark; Fantine Huot; Mirella Lapata (EMNLP, 2024)

Low-Rank Adaptation for Multilingual Summarization: An Empirical Study. - Chenxi Whitehouse; Fantine Huot; Jasmijn Bastings; Mostafa Dehghani 001; Chu-Cheng Lin; Mirella Lapata (NAACL-HLT (Findings), 2024)

Evaluating LLMs for Targeted Concept Simplification forDomain-Specific Texts. - Sumit Asthana; Hannah Rashkin; Elizabeth Clark; Fantine Huot; Mirella Lapata (CoRR, 2024)

Detecting local earthquakes via fiber-optic cables in telecommunication conduits under Stanford University campus using deep learning. - Fantine Huot; Robert G. Clapp; Biondo L. Biondi (Comput. Geosci., 2024)

Help Me Write a Story: Evaluating LLMs' Ability to Generate Writing Feedback. - Hannah Rashkin; Elizabeth Clark; Fantine Huot; Mirella Lapata (ACL (1), 2025)

Agents' Room: Narrative Generation through Multi-step Collaboration. - Fantine Huot; Reinald Kim Amplayo; Jennimaria Palomaki; Alice Shoshana Jakobovits; Elizabeth Clark; Mirella Lapata (ICLR, 2025)

Dolomites: Domain-Specific Long-Form Methodical Tasks. - Chaitanya Malaviya; Priyanka Agrawal; Kuzman Ganchev; Pranesh Srinivasan; Fantine Huot; Jonathan Berant; Mark Yatskar; Dipanjan Das 001; Mirella Lapata; Chris Alberti (Trans. Assoc. Comput. Linguistics, 2025)

Don't lie to your friends: Learning what you know from collaborative self-play. - Jacob Eisenstein; Reza Aghajani; Adam Fisch; Dheeru Dua; Fantine Huot; Mirella Lapata; Vicky Zayats; Jonathan Berant (CoRR, 2025)