← Authors

Iñigo Casanueva

18 papers · 2016–2022 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (28) 🌍 Conference Polyglot (5) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (6) 🤝 Dynamic Duo (14) 🔥 Unstoppable (7) 📈 Trend Setter 💎 Century Club (18) 🚀 Conference Pioneer 🗃️ Keyword Collector (70) ⚡ Prolific Year (6)

Conferences

EMNLP (6) ACL (4) NAACL (4) IJCNLP (2) INTERSPEECH (2)

Top co-authors

Paweł Budzianowski (14) Ivan Vulić (13) Tsung-Hsien Wen (12) Pei-Hao Su (12) Nikola Mrkšić (9) Georgios Spithourakis (7) Daniela Gerz (6) Matthew Henderson (6) Sam Coope (4) Stefan Ultes (4)

Keywords

task-oriented dialogue (5) dialogue system (4) transfer learning (3) response selection (3) sentence encoder (3) conversational search (2) few-shot learning (2) dialogue management (2) intent detection (2) domain adaptation (2) slot filling (2) spoken dialogue system (2) natural language understanding (1) intent classification (1) reinforcement learning (1) response generation (1) belief tracking (1) natural language generation (1) reward modeling (1) dialogue state tracking (1)

Papers

NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue NAACL 2022
Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders EMNLP 2022
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification NAACL 2022
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models EMNLP 2021
Efficient Intent Detection with Dual Sentence Encoders ACL 2020
ConveRT: Efficient and Accurate Conversational Representations from Transformers EMNLP 2020
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
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 IJCNLP 2019
A Repository of Conversational Datasets ACL 2019
Feudal Reinforcement Learning for Dialogue Management in Large Domains NAACL 2018
Deep Learning for Conversational AI NAACL 2018
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling EMNLP 2018
Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning INTERSPEECH 2017
PyDial: A Multi-domain Statistical Dialogue System Toolkit ACL 2017
Improving Generalisation to New Speakers in Spoken Dialogue State Tracking INTERSPEECH 2016