Roadmap for Improving the Type Checker
✅Type Checking
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Do LLMs Signal When They're Right? Evidence from Neuron Agreement
arxiv.org·2d
🔍ML Language
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GraphMD – LLMs Powered Literate Programming Environment for Markdown Documents
📚Self-Documenting Code
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MLPrE -- A tool for preprocessing and exploratory data analysis prior to machine learning model construction
arxiv.org·3d
🗺️Region Inference
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Building an Intelligent RAG System with Query Routing, Validation and Self-Correction
💬Interactive REPLs
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Meta researchers open the LLM black box to repair flawed AI reasoning
venturebeat.com·4d
🔍ML Language
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Framework for Machine Evaluation of Reasoning Completeness in Large Language Models For Classification Tasks
arxiv.org·5d
🔍ML Language
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From Data to Rewards: a Bilevel Optimization Perspective on Maximum LikelihoodEstimation
🪜Recursive Descent
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The Curious Case of Factual (Mis)Alignment between LLMs' Short- and Long-FormAnswers
🧪Parser Testing
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ViSurf: Visual Supervised-and-Reinforcement Fine-Tuning for LargeVision-and-Language Models
🪜Recursive Descent
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From Parrot to Partner - How Reinforcement Learning Taught LLMs to Talk Like Humans
🎭Erlang OTP
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Evidence on language model consciousness
lesswrong.com·1d
🎲Parser Fuzzing
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Linkage
11011110.github.io·2d
🪢Rope Data Structures
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Building "RAG from Scratch". A local, educational repo to really understand Retrieval-Augmented Generation (feedback welcome)
📋Tablegen
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Unlock Autonomy: Next-Gen LLMs Learn to Decode Themselves by Arvind Sundararajan
🪜Recursive Descent
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