← Authors

Pei-Hao Su

23 papers · 2015–2021 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (6) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (27) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🀝 Dynamic Duo (21) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (63) πŸ’Ž Century Club (23) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (7)

Conferences

EMNLP (7) ACL (6) NAACL (4) IJCNLP (3) COLING (1) EACL (1) INTERSPEECH (1)

Top co-authors

Tsung-Hsien Wen (21) Nikola Mrkőić (19) Milica Gasic (12) Iñigo Casanueva (12) Steve Young (11) Ivan Vulić (10) Paweł Budzianowski (10) David Vandyke (9) Lina M. Rojas-Barahona (8) Stefan Ultes (7)

Keywords

task-oriented dialogue (4) response selection (3) dialogue system (3) transfer learning (2) domain adaptation (2) intent detection (2) dialogue management (2) goal-oriented dialogue (2) spoken language understanding (2) conversational search (2) intent classification (1) conversational ai (1) state abstraction (1) cross-lingual transfer (1) speech recognition (1) few-shot learning (1) semantic similarity (1) multilingual nlp (1) convolutional neural network (1) language understanding (1)

Papers

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
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 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
Deep Learning for Conversational AI NAACL 2018
Feudal Reinforcement Learning for Dialogue Management in Large Domains NAACL 2018
Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning INTERSPEECH 2017
PyDial: A Multi-domain Statistical Dialogue System Toolkit ACL 2017
A Network-based End-to-End Trainable Task-oriented Dialogue System EACL 2017
Conditional Generation and Snapshot Learning in Neural Dialogue Systems EMNLP 2016
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding COLING 2016
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems ACL 2016
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems NAACL 2016
Counter-fitting Word Vectors to Linguistic Constraints NAACL 2016
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems EMNLP 2015
Multi-domain Dialog State Tracking using Recurrent Neural Networks IJCNLP 2015
Multi-domain Dialog State Tracking using Recurrent Neural Networks ACL 2015