From Answers to Assistance

Human-in-the-Loop Question Answering in the GenAI Era

A polished single-page tutorial proposal website presenting Human-in-the-Loop Question Answering (HLQA) as a collaborative paradigm for reasoning support, adaptive guidance, and educational assistance.

Visit the Website

Open the HLQA Tutorial Website

Visual Overview

What This Website Presents

The tutorial moves from the evolution of question answering to practical human-centered systems. It highlights how modern QA can move beyond direct answers toward interactive support that helps users reason, reflect, and learn.

• Adaptive questioning
• Progressive hinting
• Explanatory support
• Personalized learning
• Human-AI collaboration
• Open challenges for future HLQA research

Website Highlights

• Instructor Team: Profiles and affiliations for the tutorial organizers
• Tutorial Outline: Eight structured parts covering foundations, methods, systems, and future directions
• Session Schedule: Timed sessions with interactive category filters
• Related Papers: Curated references connected to each tutorial topic
• Selected References: Compact reading list for the core themes

Project Structure

hlqa/
├─ index.html
└─ assets/
   ├─ css/
   │  └─ styles.css
   ├─ js/
   │  └─ main.js
   └─ images/
      ├─ jm.jpg
      ├─ aj.jpg
      ├─ sm.jpg
      ├─ ek.jpg
      ├─ ad.jpg
      └─ overview-figure.svg