Yi Cui

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upvoted 2 papers 5 months ago

Cross-Entropy Loss Functions: Theoretical Analysis and Applications

Paper • 2304.07288 • Published Apr 14, 2023 • 1

Training Language Models on Synthetic Edit Sequences Improves Code Synthesis

Paper • 2410.02749 • Published Oct 3, 2024 • 12

upvoted 12 papers 6 months ago

Many-Shot In-Context Learning

Paper • 2404.11018 • Published Apr 17, 2024 • 4

Not All LLM Reasoners Are Created Equal

Paper • 2410.01748 • Published Oct 2, 2024 • 28

Batch Prompting: Efficient Inference with Large Language Model APIs

Paper • 2301.08721 • Published Jan 19, 2023 • 1

A Survey on In-context Learning

Paper • 2301.00234 • Published Dec 31, 2022 • 2

An Explanation of In-context Learning as Implicit Bayesian Inference

Paper • 2111.02080 • Published Nov 3, 2021 • 1

Explaining NonLinear Classification Decisions with Deep Taylor Decomposition

Paper • 1512.02479 • Published Dec 8, 2015 • 1

From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification

Paper • 2403.06326 • Published Mar 10, 2024 • 1

Is Prompt All You Need? No. A Comprehensive and Broader View of Instruction Learning

Paper • 2303.10475 • Published Mar 18, 2023 • 2

Eliciting Instruction-tuned Code Language Models' Capabilities to Utilize Auxiliary Function for Code Generation

Paper • 2409.13928 • Published Sep 20, 2024 • 1

WebApp1K: A Practical Code-Generation Benchmark for Web App Development

Paper • 2408.00019 • Published Jul 30, 2024 • 1

The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Paper • 2312.01552 • Published Dec 4, 2023 • 33

Instruction Following without Instruction Tuning

Paper • 2409.14254 • Published Sep 21, 2024 • 29

upvoted an article 6 months ago

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Article

Our Transformers Code Agent beats the GAIA benchmark!

Jul 1, 2024

• 74

upvoted 2 papers 6 months ago

A Case Study of Web App Coding with OpenAI Reasoning Models

Paper • 2409.13773 • Published Sep 19, 2024 • 6

The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learning

Paper • 2304.05366 • Published Apr 11, 2023 • 1