Tsung-Hsien Wen
24 papers · 2015–2024 · 8 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (33) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🔬
Deep Specialist
(10)
🤝
Dynamic Duo
(19)
🧭
Keyword Pioneer
🌈
Renaissance Researcher
(5)
📈
Trend Setter
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
🗃️
Keyword Collector
(75)
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(13)
Generation
(11)
Artificial Intelligence
(7)
Deep Learning
(7)
Machine Learning
(7)
Core AI
(7)
Applications
(5)
Learning Types · Deep Learning
(5)
Learning Types · Machine Learning
(4)
Architectures
(3)
Reinforcement Learning
(2)
Core Methods
(2)
Methods
(2)
Models
(2)
Resources & Methods
(2)
Keywords
dialogue system
(6)
task-oriented dialogue
(4)
spoken language understanding
(3)
response selection
(3)
domain adaptation
(2)
neural network
(2)
intent detection
(2)
transfer learning
(2)
reinforcement learning
(2)
sentence encoder
(2)
goal-oriented dialogue
(2)
natural language generation
(1)
variational inference
(1)
response generation
(1)
cross-lingual transfer
(1)
speech recognition
(1)
few-shot learning
(1)
contrastive learning
(1)
multilingual nlp
(1)
low-resource learning
(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
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models
EMNLP 2021
Multilingual and Cross-Lingual Intent Detection from Spoken Data
EMNLP 2021
ConveRT: Efficient and Accurate Conversational Representations from Transformers
EMNLP 2020
A Repository of Conversational Datasets
ACL 2019
Data Collection and End-to-End Learning for Conversational AI
EMNLP 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
Proceedings of the First Workshop on NLP for Conversational AI
ACL 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems
ACL 2019
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling
EMNLP 2018
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
Latent Intention Dialogue Models
ICML 2017
Neural Belief Tracker: Data-Driven Dialogue State Tracking
ACL 2017
PyDial: A Multi-domain Statistical Dialogue System Toolkit
ACL 2017
Conditional Generation and Snapshot Learning in Neural Dialogue Systems
EMNLP 2016
Counter-fitting Word Vectors to Linguistic Constraints
NAACL 2016
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding
COLING 2016
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems
NAACL 2016
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems
ACL 2016
Multi-domain Dialog State Tracking using Recurrent Neural Networks
ACL 2015
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
EMNLP 2015