Iñigo Casanueva

According to our database1, Iñigo Casanueva authored at least 31 papers between 2013 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2022
Improved and Efficient Conversational Slot Labeling through Question Answering.
CoRR, 2022

EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification.
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.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020
Efficient Intent Detection with Dual Sentence Encoders.
CoRR, 2020

ConveRT: Efficient and Accurate Conversational Representations from Transformers.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019
A Repository of Conversational Datasets.
CoRR, 2019

Data Collection and End-to-End Learning for Conversational AI.
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.
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.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems.
CoRR, 2018

Addressing Objects and Their Relations: The Conversational Entity Dialogue Model.
Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems.
Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems.
Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

Feudal Dialogue Management with Jointly Learned Feature Extractors.
Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

Deep Learning for Conversational AI.
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.
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.
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.
CoRR, 2017

Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning.
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning.
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

PyDial: A Multi-domain Statistical Dialogue System Toolkit.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Personalised dialogue management for users with speech disorders.
PhD thesis, 2016

Using phone features to improve dialogue state tracking generalisation to unseen states.
Proceedings of the SIGDIAL 2016 Conference, 2016

Improving Generalisation to New Speakers in Spoken Dialogue State Tracking.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015
Knowledge transfer between speakers for personalised dialogue management.
Proceedings of the SIGDIAL 2015 Conference, 2015

2014
Automatic selection of speakers for improved acoustic modelling: recognition of disordered speech with sparse data.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Adaptive speech recognition and dialogue management for users with speech disorders.
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.
Proceedings of the Fourth Workshop on Speech and Language Processing for Assistive Technologies, 2013


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