53 stories tagged with #structured, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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Accelerating GPU Inference of Large Language Models with Moderately Unstructured Sparse Weight Matrices
With the growing deployment of large language models (LLMs), LLM inference cost has become a key challenge. Pruning techniques that introduce sparsity into weight matrices can acce…
A Structured Generation Framework for Transforming Scientific Papers into Patent
Generating patent descriptions from scientific papers is challenging due to fundamental rhetorical and structural disparities between the two genres. Existing approaches treat this…
Efficiently Modeling Long Sequences with Structured State Spaces - Stanford HAI
Efficiently Modeling Long Sequences with Structured State Spaces Stanford HAI…
Extracting structured data from messy text: what worked for me
I spent a good two weeks last quarter building an invoice extraction pipeline for our accounting...…
this prompt turns a pile of sources into a fully structured essay argument you just need to copy and paste it
AUDITFLOW: Executable Symbolic Environments for Structured Financial Reporting Verification
Structured financial audit verification is difficult for language-model agents because correctness depends on structured evidence rather than text alone. A model must link reported…
Show HN: Clinglang – A shorthand language for doctors to write structured cases
Shorthand writing for doctors. Write shortly and later convert into structured case documentations. - ppnpm/clinlang…
Structured Rendering for .NET CLI and Automation Tools - Kiwify.Kiwi.Renderer
Part of the Kiwi Foundation Kiwify.Kiwi.Renderer is the data-display layer of the Kiwi...…
I Built a Python Prompt Orchestrator for Structured LLM Pipelines
Most LLM applications eventually hit the same problem: prompts become unmanageable. At first,...…
PGA Tour event at Trump Doral gets huge boost with new spot on restructured 2027 schedule
The 2027 PGA Tour's revamped Florida Swing gives Trump National Doral a prime calendar spot while the Arnold Palmer Invitational may suffer.…
Structured Prompts Cut Token Waste 35-40%. Here's Where It Actually Matters.
One structured prompt format. Two identical reasoning tasks. Same model. Unstructured: 1,240 tokens....…
Modern SCADA Systems Need Structured Learning More Than Ever
SCADA development today is becoming far more complex than traditional monitoring and control...…
Query Symbolically or Retrieve Semantically? A Dataset and Method for Semi-Structured Question Answering
Retrieval-Augmented Generation (RAG) systems for question answering typically retrieve evidence by semantic similarity between the query and document chunks. While effective for un…
How to make a well-structured business architecture diagram?
A business architecture diagram is a visual model describing an enterprise's business capabilities, business processes, organizational structure, and information flow. From a busin…
Outlines – Structured LLM Outputs
Structured text generation with LLMs…
Show HN: skills-for-humanity – 171 structured reasoning skills for Claude Code
Structured reasoning methodologies from history's most rigorous thinkers, packaged as Claude Code skills. - human-avatar/skills-for-humanity…
Context: Proactive Goal-Directed Intelligence via Composable Sandboxed Programs, Declarative Wiring, and Structured Interaction
We present Context, the intelligence layer of the Magarshak Architecture, which replaces reactive query-response chatbots with proactive goal-directed agents that advance shared ta…
EPPC-OASIS: Ontology-Aware Adaptation and Structured Inference Refinement for Electronic Patient-Provider Communication Mining in Secure Messages
Secure patient-provider messages contain clinically important communication behaviors that are difficult to characterize manually at scale. The Electronic Patient-Provider Communic…
Same model, different provider, different structured output
A technical note on OpenRouter model provider variance in structured extraction workloads.…
Benchmarking LLM Structured Outputs
A benchmark of how OpenAI, Anthropic, and Google Gemini break under realistic JSON schemas, and how to engineer around it.…
DART: Semantic Recoverability for Structured Tool Agents
When a structured tool agent fails mid-execution, the runtime faces a dilemma: replaying the entire task is safe but wasteful, while restoring from a local checkpoint is efficient …
SSDAU: Structured Semantic Data Augmentation for Joint Entity and Relation Extraction
Joint Entity and Relation Extraction (JERE) is highly susceptible to weak generalization due to low-quality training data. Data augmentation is a common strategy to enhance model…
Gemma 4 2B handling structured JSON output + tool calling + reasoning traces correctly via Spring AI / LM Studio — including identifying a real Java bug in code review
Scriba: Structured Logging in Lisp (Guile Scheme)
A Lisp structured logging library with flexibility, performance and configuration in mind, powered by Guile Scheme.…
Structured LLM Learning Path, from Zero to AI Researcher, 8-Phase Curriculum
🎓 Structured LLM Learning Path — From Zero to Researcher. 8-phase curriculum covering Transformers, pre-training, fine-tuning, alignment, agents, and advanced research. - barvhaim…
🐍 Flask Python Structured Logging — What Most Miss in Production
Roughly 80% of Flask applications still rely on basic print() statements or unstructured...…
Request for prompt review: file organisation, timeline notes, and structured workflow control
Notari — voice notes that never leave your phone, structured by Gemma 4
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built Notari is...…
Is building a lightweight structured CMS/page builder a bad idea?
Structured ad copy prompt that outputs 3 launch-ready variants — breakdown inside
Declarative Data Services: Structured Agentic Discovery for Composing Data Systems
Agentic discovery has shown that LLM-driven search can find novel algorithms, designs, and code under benchmark conditions. Translating the paradigm to multi-system data backends s…
Under Pressure: Emotional Framing Induces Measurable Behavioral Shifts and Structured Internal Geometry in Small Language Models
I study whether emotionally framed evaluation follow-ups change both the behavior and the calm-relative internal representations of small, locally deployed language models. Our mai…
Pseudocode-Guided Structured Reasoning for Automating Reliable Inference in Vision-Language Models
Vision-Language Models (VLMs) are becoming the cornerstone of high-level reasoning for robotic automation, enabling robots to parse natural language commands and perceive their env…
What Really Improves Mathematical Reasoning: Structured Reasoning Signals Beyond Pure Code
Code has become a standard component of modern foundation language model (LM) training, yet its role beyond programming remains unclear. We revisit the claim that code improves rea…
Explainable Wastewater Digital Twins: Adaptive Context-Conditioned Structured Simulators with Self-Falsifying Decision Support
Operators of safety-critical industrial processes increasingly rely on digital twins to screen control interventions, but such simulators rarely carry certified safety guarantees. …
Agentic GraphRAG: Navigating Unstructured Financial Data with Collaborative AI
We present a collaborative agentic GraphRAG framework for expert analysis of commercial registry data. Public registries are often formally accessible, yet difficult to use in prac…
Transformers Linearly Represent Highly Structured World Models
Do transformers, when trained on sequential reasoning traces, build internal models of the underlying task? And if so, does the structure of those internal representations mirror t…
Distributional Energy-Based Models for Uncertainty-Aware Structured LLM Reasoning
When Large Language Models produce structured outputs such as travel plans, code solutions, or multi-step proofs, individual reasoning steps may appear correct while the output as …
FINRA Announces Review of Higher-Risk Structured Products - Morningstar
Comprehensive up-to-date news coverage, aggregated from sources all over the world by Google News.…
Structured LLM Outputs with Pydantic v2: Stop Parsing Freeform JSON and Start Typing Your AI
The biggest source of subtle bugs in AI applications isn't the model — it's the gap between what you...…
Reasoning Before Diagnosis: Physician-Inspired Structured Thinking for ECG Classification
Electrocardiogram (ECG) diagnosis in clinical practice relies on structured reasoning over multiple hierarchical aspects, including cardiac rhythm, conduction properties, waveform …
TaskGround: Structured Executable Task Inference for Full-Scene Household Reasoning
In real home deployments, household agents must often operate from a complete household scene and a situated household request, rather than from a clean task specification. Such re…
Looking for structured, high-quality Intermediate to Advanced Python and/or C++ courses
Runtime-Structured Task Decomposition for Agentic Coding Systems
Agentic coding systems increasingly use large language models (LLMs) for software engineering tasks such as debugging, root cause analysis, and code review. However, many existing …
Turn inbound call recordings into structured JSON
Turn client CallRail recordings into structured proof: booked calls, lost calls, lead fit, CSR handling, objections, and exportable reporting fields.…
🧞♂️Transform unstructured PDFs Job Offers into a dataset w. gemma4:2b
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 🤔 About the power of...…
The power of structured workflows and small local models
From paid-credit chat rooms to Telegram-direct DMs: how Italy's adult chat economy quietly restructured (2010-2026)
A market that everyone forgot about, in fact migrated paradigms completely. Small case study in creator-economy disintermediation.…
I built a structured pattern for agentic development after getting burned enough times. Curious if this resonates.
I Built a Chrome Extension That Turns Long Articles Into Structured Notes, and It Taught Me Two Expensive Lessons
I Built a Chrome Extension That Turns Long Articles Into Structured Notes, and It Taught Me...…
Website is your first agent
A question that seems minor but probably isn’t: when an agent is dispatched to evaluate whether someone can do a specific kind of work, what does it read?…
PDF to Structured JSON Without ML Training: A 2026 Developer Guide
PDF to Structured JSON Without ML Training Every team that ships a PDF processing feature...…
Microsoft (MSFT) Stock Handed Boost as OpenAI Tears Up Exclusivity, Restructured Deal Opens ChatGPT to Amazon and Google Clouds - foreignpolicyjournal.com
Comprehensive up-to-date news coverage, aggregated from sources all over the world by Google News.…