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Neural Belief Tracker: Data-Driven Dialogue State Tracking
Nikola Mrkšić
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Diarmuid Ó Séaghdha
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Tsung-Hsien Wen
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Blaise Thomson
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Steve Young
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Paper Details:
Month: July
Year: 2017
Location: Vancouver, Canada
Venue:
ACL |
Citations
URL
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation
Ivan Vulić
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Nikola Mrkšić
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Anna Korhonen
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Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization
Edoardo Maria Ponti
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Ivan Vulić
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Goran Glavaš
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Nikola Mrkšić
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Anna Korhonen
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XL-NBT: A Cross-lingual Neural Belief Tracking Framework
Wenhu Chen
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Jianshu Chen
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Yu Su
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Xin Wang
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Dong Yu
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Xifeng Yan
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William Yang Wang
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Subgoal Discovery for Hierarchical Dialogue Policy Learning
Da Tang
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Xiujun Li
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Jianfeng Gao
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Chong Wang
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Lihong Li
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Tony Jebara
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Towards Universal Dialogue State Tracking
Liliang Ren
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Kaige Xie
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Lu Chen
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Kai Yu
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Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning
Shang-Yu Su
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Xiujun Li
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Jianfeng Gao
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Jingjing Liu
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Yun-Nung Chen
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MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling
Paweł Budzianowski
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Tsung-Hsien Wen
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Bo-Hsiang Tseng
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Iñigo Casanueva
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Stefan Ultes
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Osman Ramadan
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Milica Gašić
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Dialog state tracking, a machine reading approach using Memory Network
Julien Perez
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Fei Liu
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Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Ivan Vulić
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Goran Glavaš
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Nikola Mrkšić
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Anna Korhonen
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Specialising Word Vectors for Lexical Entailment
Ivan Vulić
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Nikola Mrkšić
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PyDial: A Multi-domain Statistical Dialogue System Toolkit
Stefan Ultes
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Lina M. Rojas-Barahona
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Pei-Hao Su
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David Vandyke
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Dongho Kim
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Iñigo Casanueva
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Paweł Budzianowski
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Nikola Mrkšić
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Tsung-Hsien Wen
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Milica Gašić
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Steve Young
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Explicit Retrofitting of Distributional Word Vectors
Goran Glavaš
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Ivan Vulić
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Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures
Wenqiang Lei
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Xisen Jin
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Min-Yen Kan
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Zhaochun Ren
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Xiangnan He
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Dawei Yin
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An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking
Puyang Xu
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Qi Hu
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Global-Locally Self-Attentive Encoder for Dialogue State Tracking
Victor Zhong
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Caiming Xiong
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Richard Socher
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Fully Statistical Neural Belief Tracking
Nikola Mrkšić
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Ivan Vulić
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Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing
Osman Ramadan
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Paweł Budzianowski
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Milica Gašić
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Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints
Nikola Mrkšić
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Ivan Vulić
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Diarmuid Ó Séaghdha
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Ira Leviant
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Roi Reichart
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Milica Gašić
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Anna Korhonen
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Steve Young
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SUNNYNLP at SemEval-2018 Task 10: A Support-Vector-Machine-Based Method for Detecting Semantic Difference using Taxonomy and Word Embedding Features
Sunny Lai
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Kwong Sak Leung
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Yee Leung
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Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking
Glorianna Jagfeld
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Ngoc Thang Vu
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Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management
Pei-Hao Su
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Paweł Budzianowski
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Stefan Ultes
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Milica Gašić
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Steve Young
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Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems
Florian Kreyssig
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Iñigo Casanueva
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Paweł Budzianowski
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Milica Gašić
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Cost-Sensitive Active Learning for Dialogue State Tracking
Kaige Xie
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Cheng Chang
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Liliang Ren
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Lu Chen
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Kai Yu
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Multi-task Learning for Joint Language Understanding and Dialogue State Tracking
Abhinav Rastogi
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Raghav Gupta
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Dilek Hakkani-Tur
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Identifying Domain Independent Update Intents in Task Based Dialogs
Prakhar Biyani
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Cem Akkaya
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Kostas Tsioutsiouliklis
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Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy
Lina M. Rojas-Barahona
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Bo-Hsiang Tseng
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Yinpei Dai
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Clare Mansfield
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Osman Ramadan
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Stefan Ultes
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Michael Crawford
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Milica Gašić
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https://doi.org/10.18653/v1/P17-1163
https://doi.org/10.18653/v1/P17-1163
Field Of Study
Linguistic Trends
Discourse
Embeddings
Ontologies
Task
Language Understanding
Tagging
Semantic Parsing
Semantic Similarity
Language Generation
Paraphrasing
ASR
Approach
Representation Learning
Language
Chinese
English
Dataset
Spoken Dialog
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