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Greatest papers with code

A Fast and Robust BERT-based Dialogue State Tracker for Schema-Guided Dialogue Dataset

27 Aug 2020NVIDIA/NeMo

Dialog State Tracking (DST) is one of the most crucial modules for goal-oriented dialogue systems.

DATA AUGMENTATION DIALOGUE STATE TRACKING GOAL-ORIENTED DIALOGUE SYSTEMS

Sequential Dialogue Context Modeling for Spoken Language Understanding

WS 2017 sunbopds/SDEN-Pytorch-master

We compare the performance of our proposed architecture with two context models, one that uses just the previous turn context and another that encodes dialogue context in a memory network, but loses the order of utterances in the dialogue history.

GOAL-ORIENTED DIALOGUE SYSTEMS SPOKEN LANGUAGE UNDERSTANDING

Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-Task Learning

28 Jan 2020s6fikass/Chatbot_KVNN

Since such models can greatly benefit from user intent and knowledge graph integration, in this paper we propose an RNN-based end-to-end encoder-decoder architecture which is trained with joint embeddings of the knowledge graph and the corpus as input.

GOAL-ORIENTED DIALOG GOAL-ORIENTED DIALOGUE SYSTEMS MULTI-TASK LEARNING TEXT GENERATION