Tsung-Hsien Wen

According to our database1, Tsung-Hsien Wen authored at least 47 papers between 2010 and 2024.

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

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

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

Multilingual and Cross-Lingual Intent Detection from Spoken Data.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020
Recurrent neural network language generation for spoken dialogue systems.
Comput. Speech Lang., 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

User-aware conversational agents.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 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
Recurrent neural network language generation for dialogue systems.
PhD thesis, 2018

Interactive Spoken Content Retrieval by Deep Reinforcement Learning.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Latent Topic Conversational Models.
CoRR, 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
Personalizing Recurrent-Neural-Network-Based Language Model by Social Network.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Dialogue manager domain adaptation using Gaussian process reinforcement learning.
Comput. Speech Lang., 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

Latent Intention Dialogue Models.
Proceedings of the 34th International Conference on Machine Learning, 2017

A Network-based End-to-End Trainable Task-oriented Dialogue System.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

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

Neural Belief Tracker: Data-Driven Dialogue State Tracking.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Continuously Learning Neural Dialogue Management.
CoRR, 2016

Multi-domain Neural Network Language Generation for Spoken Dialogue Systems.
Proceedings of the NAACL HLT 2016, 2016

Counter-fitting Word Vectors to Linguistic Constraints.
Proceedings of the NAACL HLT 2016, 2016

Conditional Generation and Snapshot Learning in Neural Dialogue Systems.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding.
Proceedings of the COLING 2016, 2016

On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking.
Proceedings of the SIGDIAL 2015 Conference, 2015

Learning Domain-Independent Dialogue Policies via Ontology Parameterisation.
Proceedings of the SIGDIAL 2015 Conference, 2015

Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems.
Proceedings of the SIGDIAL 2015 Conference, 2015

Learning from real users: rating dialogue success with neural networks for reinforcement learning in spoken dialogue systems.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Multi-domain dialogue success classifiers for policy training.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

Policy committee for adaptation in multi-domain spoken dialogue systems.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

Multi-domain Dialog State Tracking using Recurrent Neural Networks.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2013
Recurrent neural network based language model personalization by social network crowdsourcing.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

A recursive dialogue game framework with optimal Policy offering personalized computer-assisted language learning.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Interactive spoken content retrieval by extended query model and continuous state space Markov Decision Process.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Personalized language modeling by crowd sourcing with social network data for voice access of cloud applications.
Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012

Improved semantic retrieval of spoken content by language models enhanced with acoustic similarity graph.
Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012

Interactive Spoken Content Retrieval with Different Types of Actions Optimized By a Markov Decision Process.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

2010
Density-based microaggregation for statistical disclosure control.
Expert Syst. Appl., 2010

Comparison of microaggregation approaches on anonymized data quality.
Expert Syst. Appl., 2010


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