hrwise-nlp/Survey-Evolution-DS
This is the repo which record the evolution of LM-based dialogue system. More details can be found in our original survey paper: A Survey of the Evolution of Language Model-Based Dialogue Systems
This resource provides a detailed overview of how language model-based dialogue systems have evolved, from early rule-based systems to modern large language model (LLM) conversational agents. It curates a list of key research papers, benchmarks, and works across different stages of development, including task-oriented, open-domain, and unified dialogue systems. This is for researchers, academics, or practitioners focused on understanding and building sophisticated conversational AI.
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Use this if you need a comprehensive, curated reference to track the historical development and current state-of-the-art in language model-based dialogue systems for research or development.
Not ideal if you are looking for a practical guide or a tool to build a conversational agent immediately without delving into academic research.
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Apr 11, 2025
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