Zoom-Refine: Boosting High-Resolution Multimodal Understanding via Localized Zoom and Self-Refinement
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Jul 4, 2026 - Python
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self-refinement
Here are 13 public repositories matching this topic...
This repository contains the source code for COrAL, an Order-Agnostic Language Modeling framework for Efficient Iterative Refinement.
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Apr 2, 2025 - Python
Repairing Language Model Pipelines by Meta Self-Refining Competing Constraints at Runtime
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Jul 20, 2025 - Jupyter Notebook
Agent with Rewriting, Resolution, Review and Revision
scientific-computing partial-differential-equations large-language-models self-debugging self-refinement langgraph-agents
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Jul 1, 2026 - Jupyter Notebook
[NeurIPS 2026] SpanUQ (Span-Level Uncertainty Quantification for LLM Generation) is a lightweight probe that estimates uncertainty at the span level — semantically coherent text segments each conveying a single assessable unit of meaning.
uncertainty-quantification uncertainty-estimation hallucination confidence-estimation span-detection llms llm-inference llm-evaluation self-refinement self-evolving neurips-2026
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Sep 25, 2026 - Python
Inference as a New Frontier : Memory, Scheduling, and Communication in Large-Model Systems
reinforcement-learning memory scheduling evaluation-framework speculative-decoding recursive-self-improvement self-refinement
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Sep 6, 2026 - TeX
An incremental multi-agent framework with verification-driven self-refinement for executable full-stack project generation.
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Jun 11, 2026 - Java
Interaction Scaling: a third inference-time compute axis grounded in environment feedback — proposer–reviewer harness, grounded evaluation, and the paper source.
benchmark reproducible-research code-generation reasoning ai-research large-language-models llm llm-agents self-refinement inference-scaling test-time-compute
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Jul 14, 2026 - Python
Equal-cost LLM strategy benchmark: does independent sampling beat self-critique loops? Harness + live dashboard (Ollama / OpenRouter).
react python agent benchmark machine-learning typescript majority-vote best-of-n fastapi mit-licence llm prompt-engineering ollama self-refine self-refinement
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Sep 5, 2026 - Python
Real-time multi-agent market intelligence platform. 6 specialized AI agents + self-refinement loop + live data from DuckDuckGo, Wikipedia & HackerNews. Built with Groq LLM and Streamlit.
business-intelligence data-analysis ai-agents multi-agent-system market-intelligence generative-ai research-automation ai-agents-automation self-refinement
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Mar 30, 2026 - Python
Autoreason Hermes Agent skill — self-refinement pipeline with 3-version tournament
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May 22, 2026 - Python
Agentic RAG with selective retrieval, grounding validation, and self-refinement — 4.4× lower hallucination than single-pass RAG (1000-sample ablation)
nlp information-retrieval research faiss rag ablation-study langchain hallucination-detection agentic-ai self-refinement
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May 13, 2026 - Python
Repository contains the code in relation to the master's thesis project.
language-learning simulation-framework interactive-learning lithuanian-language llms self-refinement gemma3 l2-learning
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Sep 3, 2026 - Python
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