Iñigo Casanueva

According to our database, Iñigo Casanueva authored at least 31 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Improved and Efficient Conversational Slot Labeling through Question Answering.

Gabor Fuisz, Ivan Vulic, Samuel Gibbons, Iñigo Casanueva, Pawel Budzianowski

CoRR, 2022

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

Georgios Spithourakis, Ivan Vulic, Michal Lis, Iñigo Casanueva, Pawel Budzianowski

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

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

Iñigo Casanueva, Ivan Vulic, Georgios Spithourakis, Pawel Budzianowski

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

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

Ivan Vulic, Iñigo Casanueva, Georgios Spithourakis, Avishek Mondal, Tsung-Hsien Wen, Pawel Budzianowski

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

ConvFiT: Conversational Fine-Tuning of Pretrained Language Models.

Ivan Vulic, Pei-Hao Su, Samuel Coope, Daniela Gerz, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Tsung-Hsien Wen

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Efficient Intent Detection with Dual Sentence Encoders.

Iñigo Casanueva, Tadas Temcinas, Daniela Gerz, Matthew Henderson, Ivan Vulic

CoRR, 2020

ConveRT: Efficient and Accurate Conversational Representations from Transformers.

Matthew Henderson, Iñigo Casanueva, Nikola Mrksic, Pei-Hao Su, Tsung-Hsien Wen, Ivan Vulic

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

A Repository of Conversational Datasets.

Matthew Henderson, Pawel Budzianowski, Iñigo Casanueva, Sam Coope, Daniela Gerz, Girish Kumar, Nikola Mrksic, Georgios Spithourakis, Pei-Hao Su, Ivan Vulic, Tsung-Hsien Wen

CoRR, 2019

Data Collection and End-to-End Learning for Conversational AI.

Tsung-Hsien Wen, Pei-Hao Su, Pawel Budzianowski, Iñigo Casanueva, Ivan Vulic

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

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

Matthew Henderson, Ivan Vulic, Iñigo Casanueva, Pawel Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Training Neural Response Selection for Task-Oriented Dialogue Systems.

Matthew Henderson, Ivan Vulic, Daniela Gerz, Iñigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-Hao Su

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

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

Lina Maria Rojas-Barahona, Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Milica Gasic, Bo-Hsiang Tseng, Steve J. Young

CoRR, 2018

Addressing Objects and Their Relations: The Conversational Entity Dialogue Model.

Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Yen-Chen Wu, Steve J. Young, Milica Gasic

Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems.

Bo-Hsiang Tseng, Florian Kreyssig, Pawel Budzianowski, Iñigo Casanueva, Yen-Chen Wu, Stefan Ultes, Milica Gasic

Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

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

Florian Kreyssig, Iñigo Casanueva, Pawel Budzianowski, Milica Gasic

Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

Feudal Dialogue Management with Jointly Learned Feature Extractors.

Iñigo Casanueva, Pawel Budzianowski, Stefan Ultes, Florian Kreyssig, Bo-Hsiang Tseng, Yen-Chen Wu, Milica Gasic

Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

Deep Learning for Conversational AI.

Pei-Hao Su, Nikola Mrksic, Iñigo Casanueva, Ivan Vulic

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

Feudal Reinforcement Learning for Dialogue Management in Large Domains.

Iñigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Stefan Ultes, Lina Maria Rojas-Barahona, Bo-Hsiang Tseng, Milica Gasic

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

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

Pawel Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, Milica Gasic

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

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

Iñigo Casanueva, Pawel Budzianowski, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Stefan Ultes, Lina Maria Rojas-Barahona, Steve J. Young, Milica Gasic

CoRR, 2017

Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning.

Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young

Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

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

Pawel Budzianowski, Stefan Ultes, Pei-Hao Su, Nikola Mrksic, Tsung-Hsien Wen, Iñigo Casanueva, Lina Maria Rojas-Barahona, Milica Gasic

Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning.

Stefan Ultes, Pawel Budzianowski, Iñigo Casanueva, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Tsung-Hsien Wen, Milica Gasic, Steve J. Young

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

PyDial: A Multi-domain Statistical Dialogue System Toolkit.

Stefan Ultes, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Dongho Kim, Iñigo Casanueva, Pawel Budzianowski, Nikola Mrksic, Tsung-Hsien Wen, Milica Gasic, Steve J. Young

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Personalised dialogue management for users with speech disorders.

Iñigo Casanueva

PhD thesis, 2016

Using phone features to improve dialogue state tracking generalisation to unseen states.

Iñigo Casanueva, Thomas Hain, Mauro Nicolao, Phil D. Green

Proceedings of the SIGDIAL 2016 Conference, 2016

Improving Generalisation to New Speakers in Spoken Dialogue State Tracking.

Iñigo Casanueva, Thomas Hain, Phil D. Green

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

Knowledge transfer between speakers for personalised dialogue management.

Iñigo Casanueva, Thomas Hain, Heidi Christensen, Ricard Marxer, Phil D. Green

Proceedings of the SIGDIAL 2015 Conference, 2015

2014

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

Heidi Christensen, I. Casanueva, Stuart P. Cunningham, Phil D. Green, Thomas Hain

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Adaptive speech recognition and dialogue management for users with speech disorders.

I. Casanueva, Heidi Christensen, Thomas Hain, Phil D. Green

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

2013

homeService: Voice-enabled assistive technology in the home using cloud-based automatic speech recognition.

Heidi Christensen, Iñigo Casanueva, Stuart P. Cunningham, Phil D. Green, Thomas Hain

Proceedings of the Fourth Workshop on Speech and Language Processing for Assistive Technologies, 2013