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Intent Detection

12 papers with code · Natural Language Processing

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Intention Recognition of Pedestrians and Cyclists by 2D Pose Estimation

9 Oct 2019VRU-intention/casr

In this paper, we show how the same methodology can be used for recognizing pedestrians and cyclists' intentions.

AUTONOMOUS VEHICLES INTENT DETECTION POSE ESTIMATION

0
09 Oct 2019

CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding

IJCNLP 2019 Adaxry/CM-Net

Spoken Language Understanding (SLU) mainly involves two tasks, intent detection and slot filling, which are generally modeled jointly in existing works.

INTENT DETECTION SLOT FILLING SPOKEN LANGUAGE UNDERSTANDING

6
16 Sep 2019

Deep Unknown Intent Detection with Margin Loss

ACL 2019 thuiar/DeepUnkID

With margin loss, we can learn discriminative deep features by forcing the network to maximize inter-class variance and to minimize intra-class variance.

INTENT DETECTION

13
01 Jul 2019

Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts

IJCNLP 2019 karansikka1/documentIntent_emnlp19

Computing author intent from multimodal data like Instagram posts requires modeling a complex relationship between text and image.

INTENT DETECTION

0
19 Apr 2019

Joint Slot Filling and Intent Detection via Capsule Neural Networks

ACL 2019 czhang99/Capsule-NLU

Being able to recognize words as slots and detect the intent of an utterance has been a keen issue in natural language understanding.

INTENT DETECTION SLOT FILLING

52
22 Dec 2018

Churn Intent Detection in Multilingual Chatbot Conversations and Social Media

CONLL 2018 swisscom/churn-intent-DE

To this end, we crowdsource and publish a dataset of churn intent expressions in chatbot interactions in German and English.

CHATBOT INTENT DETECTION WORD EMBEDDINGS

1
25 Aug 2018