← Authors

Tsung-Hsien Wen

26 papers · 2015–2024 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (12) πŸ—ΊοΈ Taxonomy Completionist (35) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (9) 🀝 Dynamic Duo (21) πŸ”¬ Deep Specialist (10) πŸ’Ž Century Club (26) πŸ—ƒοΈ Keyword Collector (78) πŸ“ˆ Trend Setter ⚑ Prolific Year (5) πŸ”₯ Unstoppable (8)

Conferences

EMNLP (10) ACL (7) IJCNLP (3) NAACL (2) COLING (1) EACL (1) ICML (1) INTERSPEECH (1)

Top co-authors

Pei-Hao Su (21) Nikola Mrkőić (19) Steve Young (13) Paweł Budzianowski (12) Milica Gasic (12) Iñigo Casanueva (12) Ivan Vulić (11) David Vandyke (9) Stefan Ultes (7) Lina M. Rojas-Barahona (7)

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