Luca Soldaini

Amazon Alexa, CA, USA

24 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6998-9863 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×6 NeurIPS ×4 ICLR ×3 EMNLP ×2 ICML ×2 NAACL ×2 AAAI ×1 CVPR ×1 ECIR ×1 SIGIR ×1 WSDM ×1

Frequent coauthors

Kyle Lo

×15

Dirk Groeneveld

×10

Hannaneh Hajishirzi

×9

Noah A. Smith

×8

Akshita Bhagia

×7

Jesse Dodge

×7

Evan Pete Walsh

×7

Niklas Muennighoff

×6

Dustin Schwenk

×6

Ian Magnusson

×5

Oyvind Tafjord

×5

Jacob Morrison

×5

Papers

The olmOCR Project: Building Fully Open OCR using VLMs
ACL 2026 ·
Jake Poznanski
,
Kyle Lo
, Luca Soldaini
WSDM CUP 2026: Multilingual Retrieval
WSDM 2026 ·
Dawn J. Lawrie
,
Sean MacAvaney
,
James Mayfield
, Luca Soldaini,
Eugene Yang
,
Andrew Yates
DataDecide: How to Predict Best Pretraining Data with Small Experiments
ICML 2025 ·
Ian Magnusson
,
Nguyen Tai
,
Ben Bogin
,
David Heineman
,
Jena D. Hwang
, Luca Soldaini,
Akshita Bhagia
,
Jiacheng Liu
,
Dirk Groeneveld
,
Oyvind Tafjord
,
Noah A. Smith
,
Pang Wei Koh
,
Jesse Dodge
DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students' Hand-Drawn Math Images
NAACL 2025 ·
Sami Baral
,
Li Lucy
,
Ryan Knight
,
Alice Ng
, Luca Soldaini,
Neil T. Heffernan
,
Kyle Lo
FlexOLMo: Open Language Models for Flexible Data Use
NeurIPS 2025 ·
Weijia Shi
,
Akshita Bhagia
,
Kevin Farhat
,
Niklas Muennighoff
,
Jacob Morrison
,
Evan Pete Walsh
,
Dustin Schwenk
,
Shayne Longpre
,
Jake Poznanski
,
Allyson Ettinger
,
Daogao Liu
,
Margaret Li
,
Mike Lewis
,
Scott Yih
,
Dirk Groeneveld
, Luca Soldaini,
Kyle Lo
,
Noah A. Smith
,
Luke Zettlemoyer
,
Pang Wei W. Koh
,
Hanna Hajishirzi
,
Ali Farhadi
,
Sewon Min
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions
NAACL 2025 ·
Orion Weller
,
Benjamin Chang
,
Sean MacAvaney
,
Kyle Lo
,
Arman Cohan
,
Benjamin Van Durme
,
Dawn J. Lawrie
, Luca Soldaini
Language models scale reliably with over-training and on downstream tasks
ICLR 2025 ·
Samir Yitzhak Gadre
,
Georgios Smyrnis
,
Vaishaal Shankar
,
Suchin Gururangan
,
Mitchell Wortsman
,
Rulin Shao
,
Jean Mercat
,
Alex Fang
,
Jeffrey Li
,
Sedrick Keh
,
Rui Xin
,
Marianna Nezhurina
,
Igor Vasiljevic
, Luca Soldaini,
Jenia Jitsev
,
Alex Dimakis
,
Gabriel Ilharco
,
Pang Wei Koh
,
Shuran Song
,
Thomas Kollar
,
et al.
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
CVPR 2025 ·
Matt Deitke
,
Christopher Clark
,
Sangho Lee
,
Rohun Tripathi
,
Yue Yang
,
Jae Sung Park
,
Mohammadreza Salehi
,
Niklas Muennighoff
,
Kyle Lo
, Luca Soldaini,
Jiasen Lu
,
Taira Anderson
,
Erin Bransom
,
Kiana Ehsani
,
Huong Ngo
,
Yen-Sung Chen
,
Ajay Patel
,
Mark Yatskar
,
Chris Callison-Burch
,
Andrew Head
,
Rose Hendrix
,
Favyen Bastani
,
Eli VanderBilt
,
Nathan Lambert
,
Yvonne Chou
,
Arnavi Chheda
,
Jenna Sparks
,
Sam Skjonsberg
,
Michael Schmitz
,
Aaron Sarnat
,
Byron Bischoff
,
Pete Walsh
,
Chris Newell
,
Piper Wolters
,
Tanmay Gupta
,
Kuo-Hao Zeng
,
Jon Borchardt
,
Dirk Groeneveld
,
Crystal Nam
,
Sophie Lebrecht
,
Caitlin Wittlif
,
Carissa Schoenick
,
Oscar Michel
,
Ranjay Krishna
,
Luca Weihs
,
Noah A. Smith
,
Hannaneh Hajishirzi
,
Ross B. Girshick
,
Ali Farhadi
,
Aniruddha Kembhavi
OLMoE: Open Mixture-of-Experts Language Models
ICLR 2025 ·
Niklas Muennighoff
, Luca Soldaini,
Dirk Groeneveld
,
Kyle Lo
,
Jacob Morrison
,
Sewon Min
,
Weijia Shi
,
Evan Pete Walsh
,
Oyvind Tafjord
,
Nathan Lambert
,
Yuling Gu
,
Shane Arora
,
Akshita Bhagia
,
Dustin Schwenk
,
David Wadden
,
Alexander Wettig
,
Binyuan Hui
,
Tim Dettmers
,
Douwe Kiela
,
Ali Farhadi
,
et al.
OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens
ACL 2025 ·
Jiacheng Liu
,
Taylor Blanton
,
Yanai Elazar
,
Sewon Min
,
Yen-Sung Chen
,
Arnavi Chheda-Kothary
,
Huy Tran
,
Byron Bischoff
,
Eric Marsh
,
Michael Schmitz
,
Cassidy Trier
,
Aaron Sarnat
,
Jenna James
,
Jon Borchardt
,
Bailey Kuehl
,
Evie Yu-Yen Cheng
,
Karen Farley
,
Taira Anderson
,
David Albright
,
Carissa Schoenick
, Luca Soldaini,
Dirk Groeneveld
,
Rock Yuren Pang
,
Pang Wei Koh
,
Noah A. Smith
,
Sophie Lebrecht
,
Yejin Choi
,
Hannaneh Hajishirzi
,
Ali Farhadi
,
Jesse Dodge
Organize the Web: Constructing Domains Enhances Pre-Training Data Curation
ICML 2025 ·
Alexander Wettig
,
Kyle Lo
,
Sewon Min
,
Hannaneh Hajishirzi
,
Danqi Chen
, Luca Soldaini
RouterRetriever: Routing over a Mixture of Expert Embedding Models
AAAI 2025 ·
Hyunji Lee
, Luca Soldaini,
Arman Cohan
,
Minjoon Seo
,
Kyle Lo
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature
EMNLP 2025 ·
David Wadden
,
Kejian Shi
,
Jacob Morrison
,
Alan Li
,
Aakanksha Naik
,
Shruti Singh
,
Nitzan Barzilay
,
Kyle Lo
,
Tom Hope
, Luca Soldaini,
Shannon Zejiang Shen
,
Doug Downey
,
Hannaneh Hajishirzi
,
Arman Cohan
The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text
NeurIPS 2025 ·
Nikhil Kandpal
,
Brian Lester
,
Colin A. Raffel
,
Sebastian Majstorovic
,
Stella Biderman
,
Baber Abbasi
, Luca Soldaini,
Enrico Shippole
,
A. Feder Cooper
,
Aviya Skowron
,
Shayne Longpre
,
Lintang Sutawika
,
Alon Albalak
,
Zhenlin Xu
,
Guilherme Penedo
,
Loubna Ben Allal
,
Elie Bakouch
,
John David Pressman
,
Honglu Fan
,
Dashiell Stander
,
Guangyu Song
,
Aaron Gokaslan
,
John Kirchenbauer
,
Tom Goldstein
,
Brian R. Bartoldson
,
Bhavya Kailkhura
,
Tyler Murray
mFollowIR: A Multilingual Benchmark for Instruction Following in Retrieval
ECIR 2025 ·
Orion Weller
,
Benjamin Chang
,
Eugene Yang
,
Mahsa Yarmohammadi
,
Samuel Barham
,
Sean MacAvaney
,
Arman Cohan
, Luca Soldaini,
Benjamin Van Durme
,
Dawn J. Lawrie
AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters
ACL 2024 ·
Li Lucy
,
Suchin Gururangan
, Luca Soldaini,
Emma Strubell
,
David Bamman
,
Lauren F. Klein
,
Jesse Dodge
DataComp-LM: In search of the next generation of training sets for language models
NeurIPS 2024 ·
Jeffrey Li
,
Alex Fang
,
Georgios Smyrnis
,
Maor Ivgi
,
Matt Jordan
,
Samir Yitzhak Gadre
,
Hritik Bansal
,
Etash Kumar Guha
,
Sedrick Scott Keh
,
Kushal Arora
,
Saurabh Garg
,
Rui Xin
,
Niklas Muennighoff
,
Reinhard Heckel
,
Jean Mercat
,
Mayee F. Chen
,
Suchin Gururangan
,
Mitchell Wortsman
,
Alon Albalak
,
Yonatan Bitton
,
Marianna Nezhurina
,
Amro Abbas
,
Cheng-Yu Hsieh
,
Dhruba Ghosh
,
Josh Gardner
,
Maciej Kilian
,
Hanlin Zhang
,
Rulin Shao
,
Sarah M. Pratt
,
Sunny Sanyal
,
Gabriel Ilharco
,
Giannis Daras
,
Kalyani Marathe
,
Aaron Gokaslan
,
Jieyu Zhang
,
Khyathi Raghavi Chandu
,
Thao Nguyen
,
Igor Vasiljevic
,
Sham M. Kakade
,
Shuran Song
,
Sujay Sanghavi
,
Fartash Faghri
,
Sewoong Oh
,
Luke Zettlemoyer
,
Kyle Lo
,
Alaaeldin El-Nouby
,
Hadi Pouransari
,
Alexander Toshev
,
Stephanie Wang
,
Dirk Groeneveld
, Luca Soldaini,
Pang Wei Koh
,
Jenia Jitsev
,
Thomas Kollar
,
Alex Dimakis
,
Yair Carmon
,
Achal Dave
,
Ludwig Schmidt
,
Vaishaal Shankar
Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
ACL 2024 · Luca Soldaini,
Rodney Kinney
,
Akshita Bhagia
,
Dustin Schwenk
,
David Atkinson
,
Russell Authur
,
Ben Bogin
,
Khyathi Raghavi Chandu
,
Jennifer Dumas
,
Yanai Elazar
,
Valentin Hofmann
,
Ananya Harsh Jha
,
Sachin Kumar
,
Li Lucy
,
Xinxi Lyu
,
Nathan Lambert
,
Ian Magnusson
,
Jacob Morrison
,
Niklas Muennighoff
,
Aakanksha Naik
,
Crystal Nam
,
Matthew E. Peters
,
Abhilasha Ravichander
,
Kyle Richardson
,
Zejiang Shen
,
Emma Strubell
,
Nishant Subramani
,
Oyvind Tafjord
,
Pete Walsh
,
Luke Zettlemoyer
,
Noah A. Smith
,
Hannaneh Hajishirzi
,
Iz Beltagy
,
Dirk Groeneveld
,
Jesse Dodge
,
Kyle Lo
KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions
ACL 2024 ·
Fangyuan Xu
,
Kyle Lo
, Luca Soldaini,
Bailey Kuehl
,
Eunsol Choi
,
David Wadden
MathFish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula
EMNLP 2024 ·
Li Lucy
,
Tal August
,
Rose E. Wang
, Luca Soldaini,
Courtney Allison
,
Kyle Lo
OLMo: Accelerating the Science of Language Models
ACL 2024 ·
Dirk Groeneveld
,
Iz Beltagy
,
Evan Pete Walsh
,
Akshita Bhagia
,
Rodney Kinney
,
Oyvind Tafjord
,
Ananya Harsh Jha
,
Hamish Ivison
,
Ian Magnusson
,
Yizhong Wang
,
Shane Arora
,
David Atkinson
,
Russell Authur
,
Khyathi Raghavi Chandu
,
Arman Cohan
,
Jennifer Dumas
,
Yanai Elazar
,
Yuling Gu
,
Jack Hessel
,
Tushar Khot
,
William Merrill
,
Jacob Morrison
,
Niklas Muennighoff
,
Aakanksha Naik
,
Crystal Nam
,
Matthew E. Peters
,
Valentina Pyatkin
,
Abhilasha Ravichander
,
Dustin Schwenk
,
Saurabh Shah
,
Will Smith
,
Emma Strubell
,
Nishant Subramani
,
Mitchell Wortsman
,
Pradeep Dasigi
,
Nathan Lambert
,
Kyle Richardson
,
Luke Zettlemoyer
,
Jesse Dodge
,
Kyle Lo
, Luca Soldaini,
Noah A. Smith
,
Hannaneh Hajishirzi
On the Evaluation of Machine-Generated Reports
SIGIR 2024 ·
James Mayfield
,
Eugene Yang
,
Dawn J. Lawrie
,
Sean MacAvaney
,
Paul McNamee
,
Douglas W. Oard
, Luca Soldaini,
Ian Soboroff
,
Orion Weller
,
Efsun Selin Kayi
,
Kate Sanders
,
Marc Mason
,
Noah Hibbler
Paloma: A Benchmark for Evaluating Language Model Fit
NeurIPS 2024 ·
Ian Magnusson
,
Akshita Bhagia
,
Valentin Hofmann
, Luca Soldaini,
Ananya Harsh Jha
,
Oyvind Tafjord
,
Dustin Schwenk
,
Evan Pete Walsh
,
Yanai Elazar
,
Kyle Lo
,
Dirk Groeneveld
,
Iz Beltagy
,
Hanna Hajishirzi
,
Noah A. Smith
,
Kyle Richardson
,
Jesse Dodge
What's In My Big Data?
ICLR 2024 ·
Yanai Elazar
,
Akshita Bhagia
,
Ian Magnusson
,
Abhilasha Ravichander
,
Dustin Schwenk
,
Alane Suhr
,
Evan Pete Walsh
,
Dirk Groeneveld
, Luca Soldaini,
Sameer Singh
,
Hannaneh Hajishirzi
,
Noah A. Smith
,
Jesse Dodge