Tsung-Hsien Wen
26 papers · 2015–2024 · 8 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (8) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (9)
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Renaissance Researcher
(7)
π
Conference Polyglot
(8)
π
Academic Marathon
(9)
π€
Dynamic Duo
(21)
π¬
Deep Specialist
(10)
π
Century Club
(26)
ποΈ
Keyword Collector
(78)
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Trend Setter
β‘
Prolific Year
(5)
π₯
Unstoppable
(8)
Conferences
EMNLP (10)
ACL (7)
IJCNLP (3)
NAACL (2)
COLING (1)
EACL (1)
ICML (1)
INTERSPEECH (1)
Top co-authors
Keywords
dialogue system
(6)
task-oriented dialogue
(5)
spoken language understanding
(3)
response selection
(3)
conversational search
(2)
transfer learning
(2)
sentence encoder
(2)
domain adaptation
(2)
goal-oriented dialogue
(2)
reinforcement learning
(2)
intent detection
(2)
neural network
(2)
response generation
(1)
natural language generation
(1)
variational inference
(1)
cross-lingual transfer
(1)
speech recognition
(1)
few-shot learning
(1)
contrastive learning
(1)
multilingual nlp
(1)
Papers
Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning
EMNLP 2024
Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders
EMNLP 2022
Multilingual and Cross-Lingual Intent Detection from Spoken Data
EMNLP 2021
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models
EMNLP 2021
ConveRT: Efficient and Accurate Conversational Representations from Transformers
EMNLP 2020
Proceedings of the First Workshop on NLP for Conversational AI
ACL 2019
A Repository of Conversational Datasets
ACL 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems
ACL 2019
Data Collection and End-to-End Learning for Conversational AI
EMNLP 2019
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking
IJCNLP 2019
Data Collection and End-to-End Learning for Conversational AI
IJCNLP 2019
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking
EMNLP 2019
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling
EMNLP 2018
Latent Intention Dialogue Models
ICML 2017
Neural Belief Tracker: Data-Driven Dialogue State Tracking
ACL 2017
A Network-based End-to-End Trainable Task-oriented Dialogue System
EACL 2017
Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning
INTERSPEECH 2017
PyDial: A Multi-domain Statistical Dialogue System Toolkit
ACL 2017
Counter-fitting Word Vectors to Linguistic Constraints
NAACL 2016
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems
ACL 2016
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding
COLING 2016
Conditional Generation and Snapshot Learning in Neural Dialogue Systems
EMNLP 2016
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems
NAACL 2016
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
EMNLP 2015
Multi-domain Dialog State Tracking using Recurrent Neural Networks
ACL 2015
Multi-domain Dialog State Tracking using Recurrent Neural Networks
IJCNLP 2015