🔍 Information Retrieval - saeedesmaili · Scour

Representation Curriculum: Stagewise Training for Robust Ranking and Allocation

🔢Embeddings Academic

naveenayalla1-CS50/mcp-server-toolkit: Build plug-and-play MCP servers for any dev workflow — code search, docs, databases, and more.

🐍Python Code

github.com··Hacker News, r/mcp

Towards Retrieving Interaction Spaces for Agentic Search

🪟Context Windows Academic

Selection, Not Salience: The Shape and Limits of Personalization in Social Highlighting

🔤Tokenization Academic

TjWheeler/deep-memory: A GraphRAG implementation with a Vocabulary system to optimise AI integration

🧠LLMs Code

github.com··Hacker News

Bradley-Terry Rankings for Recommender Systems Across Dataset Taxonomies

🔢Embeddings Academic

Reducing Hallucinations in Complex Question Answering using Simple Graph-based Retrieval-Augmented Generation (long version)

🪟Context Windows Academic

Gradient-Guided Reward Optimization for Inference-time Alignment

🎮Reinforcement Learning Academic

Rayforce

🔢Embeddings Code

github.com··Lobsters, Hacker News

Decision-Aware Memory Cards: Counterfactual-Inspired Context Selection and Compression for Tool-Using LLM Agents

🎯Fine-tuning Academic

texttron/BrowseComp-Plus: BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent (ACL 2026 Main)

💬Natural Language Processing Code

github.com··Hacker News

GoodQ02/goodq4all: Local-first multimodal epistemic memory for scene-level video, audio, and text intelligence.

🔢Embeddings Code

github.com··Hacker News

Executable Schema Contracts: From Automatic Ingestion to Multi-Source Retrieval

🕸️Knowledge Graphs Academic

Less-relevant results

Foxfire1st/agents-remember-md: Drift-aware repository memory for coding agents in complex codebases. Captures what code can't say on its own! Retrieves memory by path, semantics, and relationsship (code-graph).

🧠LLM Inference Code

github.com··Hacker News

From Attack Simulation to SIEM Rule: Deterministic Detection-as-Code Synthesis with Probe-Level Traceability

🧠LLM Inference Academic

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