Marzieh Fadaee

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authored a paper 9 months ago

The Leaderboard Illusion

Paper • 2504.20879 • Published Apr 29, 2025 • 72

authored a paper 10 months ago

Command A: An Enterprise-Ready Large Language Model

Paper • 2504.00698 • Published Apr 1, 2025 • 29

authored 6 papers about 1 year ago

Towards Best Practices for Open Datasets for LLM Training

Paper • 2501.08365 • Published Jan 14, 2025 • 62

INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge

Paper • 2411.19799 • Published Nov 29, 2024 • 16

Mix Data or Merge Models? Optimizing for Diverse Multi-Task Learning

Paper • 2410.10801 • Published Oct 14, 2024 • 3

To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 45

LLM See, LLM Do: Guiding Data Generation to Target Non-Differentiable Objectives

Paper • 2407.01490 • Published Jul 1, 2024 • 1

The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm

Paper • 2406.18682 • Published Jun 26, 2024

authored 2 papers over 1 year ago

M-RewardBench: Evaluating Reward Models in Multilingual Settings

Paper • 2410.15522 • Published Oct 20, 2024 • 12

Aya 23: Open Weight Releases to Further Multilingual Progress

Paper • 2405.15032 • Published May 23, 2024 • 32

authored 10 papers almost 2 years ago

Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs

Paper • 2402.14740 • Published Feb 22, 2024 • 17

InPars: Data Augmentation for Information Retrieval using Large Language Models

Paper • 2202.05144 • Published Feb 10, 2022

InPars-v2: Large Language Models as Efficient Dataset Generators for Information Retrieval

Paper • 2301.01820 • Published Jan 4, 2023 • 1

No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval

Paper • 2206.02873 • Published Jun 6, 2022

mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset

Paper • 2108.13897 • Published Aug 31, 2021

When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale

Paper • 2309.04564 • Published Sep 8, 2023 • 16

Which Prompts Make The Difference? Data Prioritization For Efficient Human LLM Evaluation

Paper • 2310.14424 • Published Oct 22, 2023

Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning

Paper • 2402.06619 • Published Feb 9, 2024 • 56

Elo Uncovered: Robustness and Best Practices in Language Model Evaluation

Paper • 2311.17295 • Published Nov 29, 2023

Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model

Paper • 2402.07827 • Published Feb 12, 2024 • 48