yukyunglee/Awesome-Dialogue-State-Tracking
Dialogue State Tracking (DST) Papers, Datasets, Resources 🤩
This is a curated collection of research papers, code, and datasets focused on Dialogue State Tracking (DST), a key component for building intelligent conversational agents. It helps developers and researchers understand and implement systems that can accurately interpret user intentions and extract essential information, like booking details, from conversations. This resource is for anyone working on creating or improving task-oriented dialogue systems, such as virtual assistants or chatbots for customer service.
196 stars. No commits in the last 6 months.
Use this if you are developing or researching task-oriented dialogue systems and need to track the user's goals and information provided during a conversation.
Not ideal if you are a business user looking for a ready-to-use chatbot solution without any development work.
Stars
196
Forks
19
Language
—
License
—
Category
Last pushed
Jun 25, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/yukyunglee/Awesome-Dialogue-State-Tracking"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
gunthercox/chatterbot-corpus
A multilingual dialog corpus
EdinburghNLP/awesome-hallucination-detection
List of papers on hallucination detection in LLMs.
jfainberg/self_dialogue_corpus
The Self-dialogue Corpus - a collection of self-dialogues across music, movies and sports
jkkummerfeld/irc-disentanglement
Dataset and model for disentangling chat on IRC
Tomiinek/MultiWOZ_Evaluation
Unified MultiWOZ evaluation scripts for the context-to-response task.