awesome-dialogue-system-papers
github.com/jaromirsalamon/awesome-dialogue-system-papers âðŽA curated list of incredible amount of publications related to Dialogue Systems especially Chatbots and Chit-chat Systems
10
GitHub Stars
42
Curated Resources
7
Categories
42 min ago
Last Refreshed
Challenges or CompetitionsSurveys, ReviewsBasicsSpoken Language Understanding (SLU)Dialogue Management (DM)Natural Language Generation (NLG)Chatbots Evaluation
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Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me alexa prize resources from awesome-dialogue-system-papers"
Installation instructions âWhat's inside
Challenges or Competitions
- A Chatbot by Combining Finite State Machine, Information Retrieval, and Bot-Initiative StrategyAlexa Prize
- Alana: Social Dialogue using an Ensemble Model and a Ranker trained on User FeedbackAlexa Prize
- Alquist: The Alexa Prize SocialbotAlexa Prize
- A Two-Layer Dialogue Framework For Authoring Social BotsAlexa Prize
- Building CMU Magnus from User FeedbackAlexa Prize
- DSTC2: The Second Dialog State Tracking Challenge (2016)Dialog System Technology Challenges (Dialog State Tracking Challenge)
Natural Language Generation (NLG)
Surveys, Reviews
- A survey of statistical user simulation techniques for reinforcement- learning of dialogue management strategies (2006)
- Current research topics in spoken dialogue systems (2016)
- From Eliza to XiaoIce: Challenges and Opportunities with Social Chatbots (2018)
- Machine learning for dialog state tracking: A review (2015)
Dialogue Management (DM)
- Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling (2016)Dialogue State Tracking (DST)
- BERT for Joint Intent Classification and Slot Filling (2019)Dialogue State Tracking (DST)
- Comparing Convolutional Neural Networks to Traditional Models for Slot Filling (2016)Dialogue State Tracking (DST)
- Dialogue management: discriminative approaches to belief tracking (2016)Lectures
- Dialogue management: generative approaches to belief tracking (2016)Lectures
- Dialogue management: Non-parametric approaches to policy optimisation (2016)Lectures
Chatbots Evaluation
- Evaluating Quality of Chatbots and Intelligent Conversational Agents (2017)Quality Evaluation
- Evaluating the state-of-the-art of End-to-End Natural Language Generation: The E2E NLG challenge (2020)Natural Language Generation Evaluation
Spoken Language Understanding (SLU)
Showing a sample of 42 resources. View the full list on GitHub â