I. Casanueva

发表

A Repository of Conversational Datasets github.com/PolyAI-LDN/conversational-datasets

Georgios P. Spithourakis, N. Mrksic, Pei-hao Su, 2019 .

Feudal Reinforcement Learning for Dialogue Management in Large Domains

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2018, NAACL.

EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification

Georgios P. Spithourakis, Ivan Vulic, P. Budzianowski, 2022, NAACL-HLT.

NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue

Georgios P. Spithourakis, Ivan Vulic, P. Budzianowski, 2022, NAACL-HLT.

Belief Tracking Interaction Quality Reward Estimation Semantic Decoding Speech Recognition Speech Synthesis Language Generation Environment

S. Young, Tsung-Hsien Wen, M. Gašić, 2017 .

ConvFiT: Conversational Fine-Tuning of Pretrained Language Models pdf

Pawel Budzianowski, Sam Coope, Tsung-Hsien Wen, 2021, EMNLP.

Personalised dialogue management for users with speech disorders

Iñigo Casanueva, I. Casanueva, 2016 .

Knowledge transfer between speakers for personalised dialogue management

Heidi Christensen, Phil D. Green, Thomas Hain, 2015, SIGDIAL Conference.

ConveRT: Efficient and Accurate Conversational Representations from Transformers

Tsung-Hsien, Pei-hao Su, Matthew Henderson, 2019, FINDINGS.

MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2018, EMNLP.

PyDial: A Multi-domain Statistical Dialogue System Toolkit

David Vandyke, Stefan Ultes, Iñigo Casanueva, 2017, ACL.

Improving Generalisation to New Speakers in Spoken Dialogue State Tracking

Phil D. Green, Thomas Hain, Iñigo Casanueva, 2016, INTERSPEECH.

Efficient Intent Detection with Dual Sentence Encoders pdf

Matthew Henderson, Daniela Gerz, Ivan Vuli'c, 2020, NLP4CONVAI.

Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems pdf

Iñigo Casanueva, Pawel Budzianowski, Milica Gasic, 2018, SIGDIAL Conference.

Improved and Efficient Conversational Slot Labeling through Question Answering

Ivan Vulic, I. Casanueva, Paweł Budzianowski, 2022, ArXiv.

Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders

Georgios P. Spithourakis, Tsung-Hsien Wen, Ivan Vulic, 2022, EMNLP.

Towards end-to-end multi-domain dialogue modelling

Iñigo Casanueva, Milica Gasic, Paweł Budzianowski, 2018 .

Training Neural Response Selection for Task-Oriented Dialogue Systems

Matthew Henderson, Ivan Vulic, Daniela Gerz, 2019, ACL.

A Repository of Conversational Datasets pdf

Matthew Henderson, Daniela Gerz, Iñigo Casanueva, 2019, Proceedings of the First Workshop on NLP for Conversational AI.

Deep Learning for Conversational AI

Iñigo Casanueva, Nikola Mrksic, Pei-hao Su, 2018, NAACL.

A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management pdf

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2017, ArXiv.

Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning pdf

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2017, SIGDIAL Conference.

PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking

Matthew Henderson, Ivan Vulic, Daniela Gerz, 2019, EMNLP.

Cooperative Semi-Supervised Transfer Learning of Machine Reading Comprehension

Sina J. Semnani, Noam M. Shazeer, Réjean Ducharme, 2021 .

Automatic selection of speakers for improved acoustic modelling: recognition of disordered speech with sparse data

Heidi Christensen, Phil D. Green, Thomas Hain, 2014, 2014 IEEE Spoken Language Technology Workshop (SLT).

Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems pdf

Stefan Ultes, Iñigo Casanueva, Pawel Budzianowski, 2018, ArXiv.