This repository serves as a curated reading list for Conversational AI, focusing on dialogue systems and natural language generation. It is a valuable resource for researchers, engineers, and students seeking to understand the landscape of conversational AI, covering foundational concepts, recent advancements, and specific sub-fields like multimodal dialogue, persona-based generation, and dialogue evaluation.

How It Works

The project is structured as a comprehensive, categorized list of academic papers. Each entry includes a title, publication venue, and direct links to the paper and, where available, associated code. The organization into sub-domains allows users to navigate specific areas of interest within conversational AI, providing a structured overview of key research contributions.

Quick Start & Requirements

This repository is a curated list and does not require installation or execution. It serves as a reference guide.

Highlighted Details

• Extensive categorization of papers across dialogue systems and natural language generation.
• Includes links to papers and associated code for many entries.
• Covers a wide range of sub-topics, from foundational NLP techniques to cutting-edge LLM applications.
• Regularly updated with recent research, indicated by papers from 2023-2025.

Maintenance & Community

The repository is maintained by iwangjian. Contributions are explicitly welcomed.

Licensing & Compatibility

The repository itself does not have a specified license. The linked papers are subject to their respective copyright and licensing terms.

Limitations & Caveats

This is a reading list and does not provide any executable code or models. The quality and relevance of the papers are subjective and depend on the user's specific research needs.