Ameya Prabhu

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authored 2 papers 3 months ago

Are We Done with Object-Centric Learning?

Paper • 2504.07092 • Published Apr 9 • 6

A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to Reproducibility

Paper • 2504.07086 • Published Apr 9 • 21

authored 7 papers 4 months ago

A Practitioner's Guide to Continual Multimodal Pretraining

Paper • 2408.14471 • Published Aug 26, 2024

CiteME: Can Language Models Accurately Cite Scientific Claims?

Paper • 2407.12861 • Published Jul 10, 2024

Open Problems in Machine Unlearning for AI Safety

Paper • 2501.04952 • Published Jan 9 • 2

Humanity's Last Exam

Paper • 2501.14249 • Published Jan 24 • 76

Corrective Machine Unlearning

Paper • 2402.14015 • Published Feb 21, 2024

Can Language Models Falsify? Evaluating Algorithmic Reasoning with Counterexample Creation

Paper • 2502.19414 • Published Feb 26 • 20

Project Alexandria: Towards Freeing Scientific Knowledge from Copyright Burdens via LLMs

Paper • 2502.19413 • Published Feb 26 • 20

authored a paper 5 months ago

Great Models Think Alike and this Undermines AI Oversight

Paper • 2502.04313 • Published Feb 6 • 34

authored a paper 7 months ago

ONEBench to Test Them All: Sample-Level Benchmarking Over Open-Ended Capabilities

Paper • 2412.06745 • Published Dec 9, 2024 • 6

authored a paper 11 months ago

Data Contamination Report from the 2024 CONDA Shared Task

Paper • 2407.21530 • Published Jul 31, 2024 • 10

authored 4 papers about 1 year ago

Wu's Method can Boost Symbolic AI to Rival Silver Medalists and AlphaGeometry to Outperform Gold Medalists at IMO Geometry

Paper • 2404.06405 • Published Apr 9, 2024 • 2

No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance

Paper • 2404.04125 • Published Apr 4, 2024 • 30

Lifelong Benchmarks: Efficient Model Evaluation in an Era of Rapid Progress

Paper • 2402.19472 • Published Feb 29, 2024 • 2

Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right?

Paper • 2305.09275 • Published May 16, 2023 • 1

authored 2 papers about 2 years ago

Inverse Scaling: When Bigger Isn't Better

Paper • 2306.09479 • Published Jun 15, 2023 • 9

Online Continual Learning Without the Storage Constraint

Paper • 2305.09253 • Published May 16, 2023 • 2