Research feedback grounded in the papers that define your field

Research plan on open source software development process

Systematic Literature Review, Research Proposal and a detailed report on Three-tier authentication system: A Survey and an Experiment

A repository to hold lecture and activity notes from the University of York MSc Computer Science course

👹 A tool to check that an IRB proposal to do research meets the requirements

This paper proposes evaluating pruning and quantization techniques to reduce model size and inference cost while maintaining classification accuracy on ecological datasets such as iNaturalist.

Research Proposal: PAEF - implementable ethical guardrail framework for autonomous AI agents in psychiatric settings. 7 guardrails with reference architecture.

Official source codes for implementing "Novelty-focused R&D landscaping using transformer and local outlier factor"

✍️ Turn your sources into polished academic writing — reviews, proposals, essays, SoPs, résumés — every citation cross-checked, not invented. Runs on Claude, ChatGPT & DeepSeek. A lite, open-source edition of AcademiCats. 用你的文献写出有据成稿、引用逐条核对 —— 可在 Claude / ChatGPT / DeepSeek 上使用。

Research Proposal: MentalBench - unified benchmark evaluating LLMs on clinical knowledge, empathy, and safety simultaneously. MentalScore metric.

Research Proposal: Standardized red-teaming protocol for mental health chatbot crisis safety. CrisisRedTeam taxonomy, 150 scenarios, CrisisSafetyScore metric.

FADE: AI that deliberately forgets like humans do, using memory degradation as intrinsic confidence signal. Reduces hallucinations, enables epistemic humility, solves stateful deployment. Conceptual proposal seeking implementation and validation.

A 6-stage human-in-the-loop AI pipeline for writing economics research proposals. Socratic scoping, verified lit search, econometric design, integrity gates.

Context Diffusion: a proposal for arbitrary-length context handling via diffusion-based semantic compression and pass-conditioned training. Research proposal with viability experiments in progress.

Research Proposal: Measuring and mitigating LLM hallucinations in mental health using Knowledge-Graph Augmented RAG. MentalHalluBench benchmark design.

LaTeX source for the GRF-2023 RGC research proposal — data-driven surgical robot automation via embodied intelligence, extending SurRoL.

Research proposal for the PhD programme "Predicting and supporting benthic and pelagic biodiversity through geomorphometry and machine learning".

Repository for data commons report

Research Proposal: Memory-augmented LLM agents for longitudinal personalized CBT. LangGraph + FAISS episodic memory + Bayesian technique ranking.

Research Proposal: Fusing speech prosody (librosa) and LLM linguistic features for depression screening. Conformal prediction, DAIC-WOZ dataset.