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Collections

Discover the best community collections!

Collections including paper arxiv:2311.07989

Levels of AGI: Operationalizing Progress on the Path to AGI

Paper • 2311.02462 • Published Nov 4, 2023 • 37
Ultra-Long Sequence Distributed Transformer

Paper • 2311.02382 • Published Nov 4, 2023 • 6
A Survey on Language Models for Code

Paper • 2311.07989 • Published Nov 14, 2023 • 22
GRIM: GRaph-based Interactive narrative visualization for gaMes

Paper • 2311.09213 • Published Nov 15, 2023 • 13

FlashDecoding++: Faster Large Language Model Inference on GPUs

Paper • 2311.01282 • Published Nov 2, 2023 • 37
A Survey on Language Models for Code

Paper • 2311.07989 • Published Nov 14, 2023 • 22
When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method

Paper • 2402.17193 • Published Feb 27, 2024 • 25
Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 138

Towards an Understanding of Large Language Models in Software Engineering Tasks

Paper • 2308.11396 • Published Aug 22, 2023 • 1
Several categories of Large Language Models (LLMs): A Short Survey

Paper • 2307.10188 • Published Jul 5, 2023 • 1
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions

Paper • 2309.01157 • Published Sep 3, 2023 • 1
A Survey on Large Language Models for Recommendation

Paper • 2305.19860 • Published May 31, 2023 • 1

CodeFusion: A Pre-trained Diffusion Model for Code Generation

Paper • 2310.17680 • Published Oct 26, 2023 • 69
MFTCoder: Boosting Code LLMs with Multitask Fine-Tuning

Paper • 2311.02303 • Published Nov 4, 2023 • 8
A Survey on Language Models for Code

Paper • 2311.07989 • Published Nov 14, 2023 • 22
Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 82

Creative Robot Tool Use with Large Language Models

Paper • 2310.13065 • Published Oct 19, 2023 • 9
CodeCoT and Beyond: Learning to Program and Test like a Developer

Paper • 2308.08784 • Published Aug 17, 2023 • 5
Lemur: Harmonizing Natural Language and Code for Language Agents

Paper • 2310.06830 • Published Oct 10, 2023 • 34
CodePlan: Repository-level Coding using LLMs and Planning

Paper • 2309.12499 • Published Sep 21, 2023 • 77

Code Evaluation

Collection of Papers on Code Evaluation (from code generation language models)

A Survey on Language Models for Code

Paper • 2311.07989 • Published Nov 14, 2023 • 22
Evaluating Large Language Models Trained on Code

Paper • 2107.03374 • Published Jul 7, 2021 • 8
SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Paper • 2310.06770 • Published Oct 10, 2023 • 5
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Paper • 2102.04664 • Published Feb 9, 2021 • 2

coding with llms

Chain-of-Verification Reduces Hallucination in Large Language Models

Paper • 2309.11495 • Published Sep 20, 2023 • 38
CodePlan: Repository-level Coding using LLMs and Planning

Paper • 2309.12499 • Published Sep 21, 2023 • 77
SCREWS: A Modular Framework for Reasoning with Revisions

Paper • 2309.13075 • Published Sep 20, 2023 • 17
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Paper • 2309.08532 • Published Sep 15, 2023 • 53

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