Sara Hooker

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authored a paper 11 months ago

The Leaderboard Illusion

Paper • 2504.20879 • Published Apr 29, 2025 • 72

authored 6 papers about 1 year ago

Multilingual Arbitrage: Optimizing Data Pools to Accelerate Multilingual Progress

Paper • 2408.14960 • Published Aug 27, 2024

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

Paper • 2410.10801 • Published Oct 14, 2024 • 3

INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge

Paper • 2411.19799 • Published Nov 29, 2024 • 16

Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation

Paper • 2412.03304 • Published Dec 4, 2024 • 19

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models

Paper • 2406.03368 • Published Jun 5, 2024

Bridging the Data Provenance Gap Across Text, Speech and Video

Paper • 2412.17847 • Published Dec 19, 2024 • 12

authored 7 papers over 1 year ago

M-RewardBench: Evaluating Reward Models in Multilingual Settings

Paper • 2410.15522 • Published Oct 20, 2024 • 12

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

Paper • 2406.18682 • Published Jun 26, 2024

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

Paper • 2407.01490 • Published Jul 1, 2024 • 1

On the Limitations of Compute Thresholds as a Governance Strategy

Paper • 2407.05694 • Published Jul 8, 2024 • 2

How Does Quantization Affect Multilingual LLMs?

Paper • 2407.03211 • Published Jul 3, 2024 • 1

Consent in Crisis: The Rapid Decline of the AI Data Commons

Paper • 2407.14933 • Published Jul 20, 2024 • 15

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

Paper • 2408.10914 • Published Aug 20, 2024 • 45

authored 6 papers almost 2 years ago

What Do Compressed Deep Neural Networks Forget?

Paper • 1911.05248 • Published Nov 13, 2019

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

Paper • 2402.14740 • Published Feb 22, 2024 • 18

From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models

Paper • 2403.03893 • Published Mar 6, 2024

Aya 23: Open Weight Releases to Further Multilingual Progress

Paper • 2405.15032 • Published May 23, 2024 • 32

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

Paper • 2402.07827 • Published Feb 12, 2024 • 48

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

Paper • 2402.06619 • Published Feb 9, 2024 • 57