AI Papers of the Week
Every paper worth reading in AI, hand-picked one week at a time.
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InterCode
A framework treating interactive coding as a reinforcement learning environment.
Textbooks Are All You Need (phi-1)
Introduces a 1.3B parameter code LLM trained on textbook-quality data.
AlphaDev
DeepMind's deep RL agent discovering faster sorting algorithms from scratch, now in LLVM.
SQL-PaLM
An LLM-based Text-to-SQL system built on PaLM-2.
CodeTF
An open-source Transformer library for state-of-the-art code LLMs.
The Larger They Are, the Harder They Fail
Reveals inverse-scaling failures in LLM code generation.
CodeT5+
An open code LLM family for code understanding and generation.
StarCoder
An open-access 15.5B code LLM with 8K context and 80+ programming languages.
GPTutor
A ChatGPT-powered VSCode extension for code explanation.
Teaching Large Language Models to Self-Debug
Teaches LLMs to debug their own code via few-shot demonstrations.
Better Language Models of Code through Self-Improvement
Self-improving code LLMs via pseudo-data generation.