user-intent

An open-source dataset for e-commerce user intent detection and embedding retrieval

IntentsKB: A Knowledge Base of Entity-Oriented Search Intents - CIKM'18

Towards an Understanding of Entity-Oriented Search Intents - ECIR'18

Turn rough questions into concise prompt packs and safe Codex skill routes.

A tiny library to detect user intent (exit intent) and trigger a callback. It's built with pure JavaScript and supports multiple triggers. Made for better user engagements.

We build a chatbot by implementing machine learning and natural language processing.

Identify anomalies in the user behaviour and prevent suspicious activity, in real time.

LLM-Driven Preference Data Synthesis for Proactive Prediction of the User’s Next Utterance in Human–Machine Dialogue

Cross-device user intent state for AI agents. Profile + live signals + derived state.

Identify anomalies in the user behaviour and prevent suspicious activity, in real time.

A light-weight library for User Intents on Web Applications

Prompt restructuring pipeline - By harnessing advanced pragmatic reasoning, PragmaticLM deciphers ambiguities and restructures raw prompts into clear, contextually enriched queries, ensuring that downstream large language models receive inputs optimally tailored for high-accuracy inference.

I Asked It to Forget, but It Didn't — A Case of Miscommunication Between AI and Humans

User-Intent classification with SVM

A practical portfolio showcasing my GEO learning, content optimization work, and case studies.

用户意图理解 · 16 人虚拟专家面板（MBTI 式 + 德尔菲法 + 名义群体法）：把一句话拆成多专家独立判断再收敛，给出你能照做的决策建议。需求分析 · Agent Skill · MIT