arXiv 2026
The IOL-AI Challenge: An Open Challenge towards Advancing Linguistic Reasoning
Eduardo Sánchez,
Rita Berrada,
Dan-Mircea Mirea,
Sara Rajaee,
Alexander Piperski,
Marzieh Fadaee,
et al.
arXiv 2026
The Culture Funnel: You Can't Align What isn't in the Data
Ananya Sahu,
Mehrnaz Mofakhami,
Daniel D'Souza,
Thomas Euyang,
Julia Kreutzer,
Marzieh Fadaee
COLM 2026
Tiny Aya: Bridging Scale and Multilingual Depth
Alejandro R. Salamanca,
Diana Abagyan,
Daniel D'souza,
Ammar Khairi,
David Mora,
Marzieh Fadaee,
et al.
arXiv 2026
Unlocking Reasoning Capability on Machine Translation in Large Language Models
Sara Rajaee,
Sebastian Vincent,
Alexandre Berard,
Marzieh Fadaee,
Kelly Marchisio,
Tom Kocmi
ACL 2026
One Tokenizer To Rule Them All: Emergent Language Plasticity via Multilingual Tokenizers
Diana Abagyan,
Alejandro R. Salamanca,
Andres Felipe Cruz-Salinas,
Kris Cao,
Hangyu Lin,
Marzieh Fadaee,
et al.
arXiv 2025
A Post-trainer's Guide to Multilingual Training Data: Uncovering Cross-lingual Transfer Dynamics
Luisa Shimabucoro,
Ahmet Ustun,
Marzieh Fadaee,
Sebastian Ruder
arXiv 2025
Aya Vision: Advancing the Frontier of Multilingual Multimodality
Saurabh Dash,
Yiyang Nan,
John Dang,
Arash Ahmadian,
Shivalika Singh,
Marzieh Fadaee,
et al.
WMT 2025
Command-A-Translate: Raising the Bar of Machine Translation with Difficulty Filtering
Tom Kocmi,
Arkady Arkhangorodsky,
Alexandre Berard,
Phil Blunsom,
Samuel Cahyawijaya,
Marzieh Fadaee,
et al.
arXiv 2025
Déjà Vu: Multilingual LLM Evaluation through the Lens of Machine Translation Evaluation
Julia Kreutzer,
Eleftheria Briakou,
Sweta Agrawal,
Marzieh Fadaee,
Kocmi Tom
WMT 2025
Findings of the WMT25 Multilingual Instruction Shared Task: Persistent Hurdles in Reasoning, Generation, and Evaluation
Tom Kocmi,
Sweta Agrawal,
Ekaterina Artemova,
Eleftherios Avramidis,
Eleftheria Briakou,
Marzieh Fadaee,
et al.
ICLR 2025
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
Angelika Romanou,
Negar Foroutan,
Anna Sotnikova,
Sree Harsha Nelaturu,
Shivalika Singh,
Marzieh Fadaee,
et al.
arXiv 2025
Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
Israfel Salazar,
Manuel Fernández Burda,
Shayekh Bin Islam,
Arshia Soltani Moakhar,
Shivalika Singh,
Marzieh Fadaee,
et al.
arXiv 2025
NeoBabel: A Multilingual Open Tower for Visual Generation
Mohammad Mahdi Derakhshani,
Dheeraj Varghese,
Marzieh Fadaee,
Cees G. M. Snoek
White paper 2025
Scaling Language Data Ecosystems to Drive Industrial Development Growth
United Nations Development Programme
arXiv 2025
The Art of Asking: Multilingual Prompt Optimization for Synthetic Data
David Mora,
Viraat Aryabumi,
Wei-Yin Ko,
Sara Hooker,
Julia Kreutzer,
Marzieh Fadaee
arXiv 2025
The Multilingual Divide and Its Impact on Global AI Safety
Aidan Peppin,
Julia Kreutzer,
Alice Schoenauer Sebag,
Kelly Marchisio,
Beyza Ermis,
Marzieh Fadaee,
et al.
arXiv 2025
The State of Multilingual LLM Safety Research: From Measuring the Language Gap to Mitigating It
Zheng-Xin Yong,
Beyza Ermis,
Marzieh Fadaee,
Stephen H. Bach,
Julia Kreutzer
arXiv 2024
Aya 23: Open Weight Releases to Further Multilingual Progress
Viraat Aryabumi,
John Dang,
Dwarak Talupuru,
Saurabh Dash,
David Cairuz,
Marzieh Fadaee,
et al.
ACL 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
Shivalika Singh,
Freddie Vargus,
Daniel D'souza,
Börje Karlsson,
Abinaya Mahendiran,
Marzieh Fadaee,
et al.
arXiv 2024
Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier
John Dang,
Shivalika Singh,
Daniel D'souza,
Arash Ahmadian,
Alejandro Salamanca,
Marzieh Fadaee,
et al.
ACL 2024
ACL 2024 Best Paper
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model
Ahmet Üstün,
Viraat Aryabumi,
Zheng Yong,
Wei-Yin Ko,
Daniel D'souza,
Marzieh Fadaee,
et al.
ACL 2024
Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
Shivalika Singh,
Angelika Romanou,
Clémentine Fourrier,
David I. Adelani,
Jian Gang Ngui,
Marzieh Fadaee,
et al.
ACL 2024
M-RewardBench: Evaluating Reward Models in Multilingual Settings
Srishti Gureja,
Lester James V. Miranda,
Shayekh Bin Islam,
Rishabh Maheshwary,
Drishti Sharma,
Marzieh Fadaee,
et al.
EMNLP 2024
The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm
Aakanksha,
Arash Ahmadian,
Beyza Ermis,
Seraphina Goldfarb-Tarrant,
Julia Kreutzer,
Marzieh Fadaee,
Sara Hooker
arXiv 2021
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset
Luiz Bonifacio,
Vitor Jeronymo,
Hugo Queiroz Abonizio,
Israel Campiotti,
Marzieh Fadaee,
Roberto Lotufo,
Rodrigo Nogueira
PhD thesis 2020
Understanding and Enhancing the Use of Context for Machine Translation
Marzieh Fadaee
EMNLP 2018
Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation
Marzieh Fadaee,
Christof Monz
LREC 2018
Examining the Tip of the Iceberg: A Data Set for Idiom Translation
Marzieh Fadaee,
Arianna Bisazza,
Christof Monz
ACL 2017
Data Augmentation for Low-Resource Neural Machine Translation
Marzieh Fadaee,
Arianna Bisazza,
Christof Monz
ACL 2017
Learning Topic-Sensitive Word Representations
Marzieh Fadaee,
Arianna Bisazza,
Christof Monz
arXiv 2026
The IOL-AI Challenge: An Open Challenge towards Advancing Linguistic Reasoning
Eduardo Sánchez,
Rita Berrada,
Dan-Mircea Mirea,
Sara Rajaee,
Alexander Piperski,
Marzieh Fadaee,
et al.
ACL 2026
The Fifth Workshop on Natural Language Generation, Evaluation, and Metrics (GEM)
Simon Mille,
Sebastian Gehrmann,
Patrícia Schmidtová,
Ondřej Dušek,
Marzieh Fadaee,
Kyle Lo,
Enrico Santus,
Gabriel Stanovsky
IntelliSys 2026
CIRCLE: A Framework for Evaluating AI from a Real-World Lens
Reva Schwartz,
Carina Westling,
Morgan Briggs,
Marzieh Fadaee,
Isar Nejadgholi,
et al.
arXiv 2025
Déjà Vu: Multilingual LLM Evaluation through the Lens of Machine Translation Evaluation
Julia Kreutzer,
Eleftheria Briakou,
Sweta Agrawal,
Marzieh Fadaee,
Kocmi Tom
WMT 2025
Findings of the WMT25 Multilingual Instruction Shared Task: Persistent Hurdles in Reasoning, Generation, and Evaluation
Tom Kocmi,
Sweta Agrawal,
Ekaterina Artemova,
Eleftherios Avramidis,
Eleftheria Briakou,
Marzieh Fadaee,
et al.
ACL 2025
From Tools to Teammates: Evaluating LLMs in Multi-Session Coding Interactions
Nathanaël Carraz Rakotonirina,
Mohammed Hamdy,
Jon Ander Campos,
Lucas Weber,
Alberto Testoni,
Marzieh Fadaee,
Sandro Pezzelle,
Marco Del Tredici
ICLR 2025
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
Angelika Romanou,
Negar Foroutan,
Anna Sotnikova,
Sree Harsha Nelaturu,
Shivalika Singh,
Marzieh Fadaee,
et al.
arXiv 2025
Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
Israfel Salazar,
Manuel Fernández Burda,
Shayekh Bin Islam,
Arshia Soltani Moakhar,
Shivalika Singh,
Marzieh Fadaee,
et al.
arXiv 2025
Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects
Reva Schwartz,
Rumman Chowdhury,
Akash Kundu,
Heather Frase,
Marzieh Fadaee,
et al.
arXiv 2025
The Leaderboard Illusion
Shivalika Singh,
Yiyang Nan,
Alex Wang,
Daniel D'Souza,
Sayash Kapoor,
Marzieh Fadaee,
et al.
NeurIPS 2024
Elo Uncovered: Robustness and Best Practices in Language Model Evaluation
Meriem Boubdir,
Edward Kim,
Beyza Ermis,
Sara Hooker,
Marzieh Fadaee
ACL 2024
Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
Shivalika Singh,
Angelika Romanou,
Clémentine Fourrier,
David I. Adelani,
Jian Gang Ngui,
Marzieh Fadaee,
et al.
ACL 2024
M-RewardBench: Evaluating Reward Models in Multilingual Settings
Srishti Gureja,
Lester James V. Miranda,
Shayekh Bin Islam,
Rishabh Maheshwary,
Drishti Sharma,
Marzieh Fadaee,
et al.
arXiv 2023
Which Prompts Make The Difference? Data Prioritization For Efficient Human LLM Evaluation
Meriem Boubdir,
Edward Kim,
Beyza Ermis,
Marzieh Fadaee,
Sara Hooker
WNGT 2020
The Unreasonable Volatility of Neural Machine Translation Models
Marzieh Fadaee,
Christof Monz
arXiv 2026
The Culture Funnel: You Can't Align What isn't in the Data
Ananya Sahu,
Mehrnaz Mofakhami,
Daniel D'Souza,
Thomas Euyang,
Julia Kreutzer,
Marzieh Fadaee
arXiv 2025
A Post-trainer's Guide to Multilingual Training Data: Uncovering Cross-lingual Transfer Dynamics
Luisa Shimabucoro,
Ahmet Ustun,
Marzieh Fadaee,
Sebastian Ruder
arXiv 2025
The Art of Asking: Multilingual Prompt Optimization for Synthetic Data
David Mora,
Viraat Aryabumi,
Wei-Yin Ko,
Sara Hooker,
Julia Kreutzer,
Marzieh Fadaee
ICLR 2025
To Code or Not To Code? Exploring Impact of Code in Pre-training
Viraat Aryabumi,
Yixuan Su,
Raymond Ma,
Adrien Morisot,
Ivan Zhang,
Marzieh Fadaee,
et al.
arXiv 2025
Towards Best Practices for Open Datasets for LLM Training
Stefan Baack,
Stella Biderman,
Kasia Odrozek,
Aviya Skowron,
Ayah Bdeir,
Marzieh Fadaee,
et al.
arXiv 2025
Verification Limits Code LLM Training
Srishti Gureja,
Elena Tommasone,
Jingyi He,
Sara Hooker,
Matthias Gallé,
Marzieh Fadaee
ACL 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
Shivalika Singh,
Freddie Vargus,
Daniel D'souza,
Börje Karlsson,
Abinaya Mahendiran,
Marzieh Fadaee,
et al.
ICML workshop 2024
Diversify and Conquer: Diversity-Centric Data Selection with Iterative Refinement
Simon Yu,
Liangyu Chen,
Sara Ahmadian,
Marzieh Fadaee
EMNLP 2024
LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives
Luísa Shimabucoro,
Sebastian Ruder,
Julia Kreutzer,
Marzieh Fadaee,
Sara Hooker
Neurips Wokshop 2024
Mix Data or Merge Models? Optimizing for Diverse Multi-Task Learning
Aakanksha,
Arash Ahmadian,
Seraphina Goldfarb-Tarrant,
Beyza Ermis,
Marzieh Fadaee,
Sara Hooker
arXiv 2023
InPars-v2: Large Language Models as Efficient Dataset Generators for Information Retrieval
Vitor Jeronymo,
Luiz Bonifacio,
Hugo Abonizio,
Marzieh Fadaee,
Roberto Lotufo,
Jakub Zavrel,
Rodrigo Nogueira
arXiv 2023
When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale
Max Marion,
Ahmet Üstün,
Luiza Pozzobon,
Alex Wang,
Marzieh Fadaee,
Sara Hooker
arXiv 2023
Which Prompts Make The Difference? Data Prioritization For Efficient Human LLM Evaluation
Meriem Boubdir,
Edward Kim,
Beyza Ermis,
Marzieh Fadaee,
Sara Hooker
SIGIR 2022
InPars: Data Augmentation for Information Retrieval using Large Language Models
Luiz Henrique Bonifacio,
Hugo Abonizio,
Marzieh Fadaee,
Rodrigo Nogueira
EMNLP 2018
Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation
Marzieh Fadaee,
Christof Monz
LREC 2018
Examining the Tip of the Iceberg: A Data Set for Idiom Translation
Marzieh Fadaee,
Arianna Bisazza,
Christof Monz
ACL 2017
Data Augmentation for Low-Resource Neural Machine Translation
Marzieh Fadaee,
Arianna Bisazza,
Christof Monz
arXiv 2026
The IOL-AI Challenge: An Open Challenge towards Advancing Linguistic Reasoning
Eduardo Sánchez,
Rita Berrada,
Dan-Mircea Mirea,
Sara Rajaee,
Alexander Piperski,
Marzieh Fadaee,
et al.
ACL 2026
The Fifth Workshop on Natural Language Generation, Evaluation, and Metrics (GEM)
Simon Mille,
Sebastian Gehrmann,
Patrícia Schmidtová,
Ondřej Dušek,
Marzieh Fadaee,
Kyle Lo,
Enrico Santus,
Gabriel Stanovsky
arXiv 2026
AI Exposure Scores: what they measure, what they miss, and what comes next
Campbell Lund,
Thomas Euyang,
Zanele Munyikwa,
Marzieh Fadaee
arXiv 2026
CALIBER: Calibrating Confidence Before and After Reasoning in Language Models
Conor Finlay,
Joshua Kurien,
Saurabh Dash,
Marzieh Fadaee,
Beyza Ermis
IntelliSys 2026
CIRCLE: A Framework for Evaluating AI from a Real-World Lens
Reva Schwartz,
Carina Westling,
Morgan Briggs,
Marzieh Fadaee,
Isar Nejadgholi,
et al.
arXiv 2026
SimMerge: Learning to Select Merge Operators from Similarity Signals
Oliver Bolton,
Aakanksha,
Arash Ahmadian,
Sara Hooker,
Marzieh Fadaee,
Beyza Ermis
arXiv 2026
Soft-SVeRL: Self-Verified Reinforcement Learning with Soft Rewards
Saurabh Dash,
Pierre Clavier,
John Dang,
Matthias Galle,
Marzieh Fadaee,
Ahmet Üstün,
Beyza Ermis
arXiv 2026
The Culture Funnel: You Can't Align What isn't in the Data
Ananya Sahu,
Mehrnaz Mofakhami,
Daniel D'Souza,
Thomas Euyang,
Julia Kreutzer,
Marzieh Fadaee
COLM 2026
Tiny Aya: Bridging Scale and Multilingual Depth
Alejandro R. Salamanca,
Diana Abagyan,
Daniel D'souza,
Ammar Khairi,
David Mora,
Marzieh Fadaee,
et al.
arXiv 2026
Unlocking Reasoning Capability on Machine Translation in Large Language Models
Sara Rajaee,
Sebastian Vincent,
Alexandre Berard,
Marzieh Fadaee,
Kelly Marchisio,
Tom Kocmi
ACL 2026
One Tokenizer To Rule Them All: Emergent Language Plasticity via Multilingual Tokenizers
Diana Abagyan,
Alejandro R. Salamanca,
Andres Felipe Cruz-Salinas,
Kris Cao,
Hangyu Lin,
Marzieh Fadaee,
et al.
arXiv 2025
A Post-trainer's Guide to Multilingual Training Data: Uncovering Cross-lingual Transfer Dynamics
Luisa Shimabucoro,
Ahmet Ustun,
Marzieh Fadaee,
Sebastian Ruder
arXiv 2025
Aya Vision: Advancing the Frontier of Multilingual Multimodality
Saurabh Dash,
Yiyang Nan,
John Dang,
Arash Ahmadian,
Shivalika Singh,
Marzieh Fadaee,
et al.
arXiv 2025
Command A: An Enterprise-Ready Large Language Model
Team Cohere,
Aakanksha,
Arash Ahmadian,
Marwan Ahmed,
Jay Alammar,
Marzieh Fadaee,
et al.
WMT 2025
Command-A-Translate: Raising the Bar of Machine Translation with Difficulty Filtering
Tom Kocmi,
Arkady Arkhangorodsky,
Alexandre Berard,
Phil Blunsom,
Samuel Cahyawijaya,
Marzieh Fadaee,
et al.
arXiv 2025
Déjà Vu: Multilingual LLM Evaluation through the Lens of Machine Translation Evaluation
Julia Kreutzer,
Eleftheria Briakou,
Sweta Agrawal,
Marzieh Fadaee,
Kocmi Tom
WMT 2025
Findings of the WMT25 Multilingual Instruction Shared Task: Persistent Hurdles in Reasoning, Generation, and Evaluation
Tom Kocmi,
Sweta Agrawal,
Ekaterina Artemova,
Eleftherios Avramidis,
Eleftheria Briakou,
Marzieh Fadaee,
et al.
ACL 2025
From Tools to Teammates: Evaluating LLMs in Multi-Session Coding Interactions
Nathanaël Carraz Rakotonirina,
Mohammed Hamdy,
Jon Ander Campos,
Lucas Weber,
Alberto Testoni,
Marzieh Fadaee,
Sandro Pezzelle,
Marco Del Tredici
ICLR 2025
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
Angelika Romanou,
Negar Foroutan,
Anna Sotnikova,
Sree Harsha Nelaturu,
Shivalika Singh,
Marzieh Fadaee,
et al.
arXiv 2025
Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
Israfel Salazar,
Manuel Fernández Burda,
Shayekh Bin Islam,
Arshia Soltani Moakhar,
Shivalika Singh,
Marzieh Fadaee,
et al.
arXiv 2025
Making, not Taking, the Best of N
Ammar Khairi,
Daniel D'souza,
Marzieh Fadaee,
Julia Kreutzer
arXiv 2025
NeoBabel: A Multilingual Open Tower for Visual Generation
Mohammad Mahdi Derakhshani,
Dheeraj Varghese,
Marzieh Fadaee,
Cees G. M. Snoek
arXiv 2025
Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects
Reva Schwartz,
Rumman Chowdhury,
Akash Kundu,
Heather Frase,
Marzieh Fadaee,
et al.
White paper 2025
Scaling Language Data Ecosystems to Drive Industrial Development Growth
United Nations Development Programme
arXiv 2025
The Art of Asking: Multilingual Prompt Optimization for Synthetic Data
David Mora,
Viraat Aryabumi,
Wei-Yin Ko,
Sara Hooker,
Julia Kreutzer,
Marzieh Fadaee
arXiv 2025
The Leaderboard Illusion
Shivalika Singh,
Yiyang Nan,
Alex Wang,
Daniel D'Souza,
Sayash Kapoor,
Marzieh Fadaee,
et al.
arXiv 2025
The Multilingual Divide and Its Impact on Global AI Safety
Aidan Peppin,
Julia Kreutzer,
Alice Schoenauer Sebag,
Kelly Marchisio,
Beyza Ermis,
Marzieh Fadaee,
et al.
arXiv 2025
The State of Multilingual LLM Safety Research: From Measuring the Language Gap to Mitigating It
Zheng-Xin Yong,
Beyza Ermis,
Marzieh Fadaee,
Stephen H. Bach,
Julia Kreutzer
ICLR 2025
To Code or Not To Code? Exploring Impact of Code in Pre-training
Viraat Aryabumi,
Yixuan Su,
Raymond Ma,
Adrien Morisot,
Ivan Zhang,
Marzieh Fadaee,
et al.
arXiv 2025
Towards Best Practices for Open Datasets for LLM Training
Stefan Baack,
Stella Biderman,
Kasia Odrozek,
Aviya Skowron,
Ayah Bdeir,
Marzieh Fadaee,
et al.
arXiv 2025
Verification Limits Code LLM Training
Srishti Gureja,
Elena Tommasone,
Jingyi He,
Sara Hooker,
Matthias Gallé,
Marzieh Fadaee
arXiv 2024
Aya 23: Open Weight Releases to Further Multilingual Progress
Viraat Aryabumi,
John Dang,
Dwarak Talupuru,
Saurabh Dash,
David Cairuz,
Marzieh Fadaee,
et al.
ACL 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
Shivalika Singh,
Freddie Vargus,
Daniel D'souza,
Börje Karlsson,
Abinaya Mahendiran,
Marzieh Fadaee,
et al.
arXiv 2024
Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier
John Dang,
Shivalika Singh,
Daniel D'souza,
Arash Ahmadian,
Alejandro Salamanca,
Marzieh Fadaee,
et al.
ACL 2024
ACL 2024 Best Paper
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model
Ahmet Üstün,
Viraat Aryabumi,
Zheng Yong,
Wei-Yin Ko,
Daniel D'souza,
Marzieh Fadaee,
et al.
ACL 2024
Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs
Arash Ahmadian,
Chris Cremer,
Matthias Gallé,
Marzieh Fadaee,
Julia Kreutzer,
Ahmet Üstün,
Sara Hooker
ACL 2024
Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs
Arash Ahmadian,
Chris Cremer,
Matthias Gallé,
Marzieh Fadaee,
Julia Kreutzer,
Olivier Pietquin,
Ahmet Üstün,
Sara Hooker
ICML workshop 2024
Diversify and Conquer: Diversity-Centric Data Selection with Iterative Refinement
Simon Yu,
Liangyu Chen,
Sara Ahmadian,
Marzieh Fadaee
NeurIPS 2024
Elo Uncovered: Robustness and Best Practices in Language Model Evaluation
Meriem Boubdir,
Edward Kim,
Beyza Ermis,
Sara Hooker,
Marzieh Fadaee
ACL 2024
Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
Shivalika Singh,
Angelika Romanou,
Clémentine Fourrier,
David I. Adelani,
Jian Gang Ngui,
Marzieh Fadaee,
et al.
EMNLP 2024
LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives
Luísa Shimabucoro,
Sebastian Ruder,
Julia Kreutzer,
Marzieh Fadaee,
Sara Hooker
ACL 2024
M-RewardBench: Evaluating Reward Models in Multilingual Settings
Srishti Gureja,
Lester James V. Miranda,
Shayekh Bin Islam,
Rishabh Maheshwary,
Drishti Sharma,
Marzieh Fadaee,
et al.
Neurips Wokshop 2024
Mix Data or Merge Models? Optimizing for Diverse Multi-Task Learning
Aakanksha,
Arash Ahmadian,
Seraphina Goldfarb-Tarrant,
Beyza Ermis,
Marzieh Fadaee,
Sara Hooker
EMNLP 2024
The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm
Aakanksha,
Arash Ahmadian,
Beyza Ermis,
Seraphina Goldfarb-Tarrant,
Julia Kreutzer,
Marzieh Fadaee,
Sara Hooker
arXiv 2023
InPars-v2: Large Language Models as Efficient Dataset Generators for Information Retrieval
Vitor Jeronymo,
Luiz Bonifacio,
Hugo Abonizio,
Marzieh Fadaee,
Roberto Lotufo,
Jakub Zavrel,
Rodrigo Nogueira
arXiv 2023
When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale
Max Marion,
Ahmet Üstün,
Luiza Pozzobon,
Alex Wang,
Marzieh Fadaee,
Sara Hooker
arXiv 2023
Which Prompts Make The Difference? Data Prioritization For Efficient Human LLM Evaluation
Meriem Boubdir,
Edward Kim,
Beyza Ermis,
Marzieh Fadaee,
Sara Hooker
arXiv 2022
In Defense of Cross-Encoders for Zero-Shot Retrieval
Guilherme Rosa,
Luiz Bonifacio,
Vitor Jeronymo,
Hugo Abonizio,
Marzieh Fadaee,
Roberto Lotufo,
Rodrigo Nogueira
SIGIR 2022
InPars: Data Augmentation for Information Retrieval using Large Language Models
Luiz Henrique Bonifacio,
Hugo Abonizio,
Marzieh Fadaee,
Rodrigo Nogueira
arXiv 2022
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval
Guilherme Moraes Rosa,
Luiz Bonifacio,
Vitor Jeronymo,
Hugo Abonizio,
Marzieh Fadaee,
Roberto Lotufo,
Rodrigo Nogueira
arXiv 2021
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset
Luiz Bonifacio,
Vitor Jeronymo,
Hugo Queiroz Abonizio,
Israel Campiotti,
Marzieh Fadaee,
Roberto Lotufo,
Rodrigo Nogueira
SDP 2020
A New Neural Search and Insights Platform for Navigating and Organizing AI Research
Marzieh Fadaee,
Olga Gureenkova,
Fernando Rejon Barrera,
Carsten Schnober,
Wouter Weerkamp,
Jakub Zavrel
WNGT 2020
The Unreasonable Volatility of Neural Machine Translation Models
Marzieh Fadaee,
Christof Monz
PhD thesis 2020
Understanding and Enhancing the Use of Context for Machine Translation
Marzieh Fadaee
EMNLP 2018
Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation
Marzieh Fadaee,
Christof Monz
LREC 2018
Examining the Tip of the Iceberg: A Data Set for Idiom Translation
Marzieh Fadaee,
Arianna Bisazza,
Christof Monz
ACL 2017
Data Augmentation for Low-Resource Neural Machine Translation
Marzieh Fadaee,
Arianna Bisazza,
Christof Monz
ACL 2017
Learning Topic-Sensitive Word Representations
Marzieh Fadaee,
Arianna Bisazza,
Christof Monz
CICLING 2013
Automatic WordNet Construction Using Markov Chain Monte Carlo
Marzieh Fadaee,
Hamidreza Ghader,
Heshaam Faili,
Azadeh Shakery