Melisa Russak

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upvoted 2 papers 3 months ago

Expect the Unexpected: FailSafe Long Context QA for Finance

Paper • 2502.06329 • Published Feb 10 • 131

Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2

Paper • 2502.03544 • Published Feb 5 • 44

upvoted a paper 4 months ago

rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published Jan 8 • 276

upvoted 2 papers 5 months ago

Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published Dec 9, 2024 • 85

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Paper • 2411.16489 • Published Nov 25, 2024 • 49

upvoted 4 papers 6 months ago

Adaptive Decoding via Latent Preference Optimization

Paper • 2411.09661 • Published Nov 14, 2024 • 10

Cut Your Losses in Large-Vocabulary Language Models

Paper • 2411.09009 • Published Nov 13, 2024 • 50

Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse

Paper • 2410.21333 • Published Oct 27, 2024 • 12

Bielik 7B v0.1: A Polish Language Model -- Development, Insights, and Evaluation

Paper • 2410.18565 • Published Oct 24, 2024 • 46

upvoted 2 papers 7 months ago

Movie Gen: A Cast of Media Foundation Models

Paper • 2410.13720 • Published Oct 17, 2024 • 99

Law of the Weakest Link: Cross Capabilities of Large Language Models

Paper • 2409.19951 • Published Sep 30, 2024 • 55

upvoted 5 papers 8 months ago

Attention Heads of Large Language Models: A Survey

Paper • 2409.03752 • Published Sep 5, 2024 • 90

ContextCite: Attributing Model Generation to Context

Paper • 2409.00729 • Published Sep 1, 2024 • 14

Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming

Paper • 2408.16725 • Published Aug 29, 2024 • 54

The Mamba in the Llama: Distilling and Accelerating Hybrid Models

Paper • 2408.15237 • Published Aug 27, 2024 • 42

Writing in the Margins: Better Inference Pattern for Long Context Retrieval

Paper • 2408.14906 • Published Aug 27, 2024 • 142

upvoted 2 papers 11 months ago

Instruction Pre-Training: Language Models are Supervised Multitask Learners

Paper • 2406.14491 • Published Jun 20, 2024 • 94

Block Transformer: Global-to-Local Language Modeling for Fast Inference

Paper • 2406.02657 • Published Jun 4, 2024 • 41