Paweł Budzianowski
18 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (29) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🔬
Deep Specialist
(11)
🤝
Dynamic Duo
(13)
🧭
Keyword Pioneer
⚡
Prolific Year · Productive
❓
The Questioner
🗃️
Keyword Collector
(67)
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(12)
Generation
(11)
Artificial Intelligence
(8)
Core AI
(7)
Machine Learning
(6)
Learning Types · Machine Learning
(6)
Deep Learning
(5)
Applications · Natural Language Processing
(5)
Learning Types · Deep Learning
(5)
Resources & Methods
(3)
Reinforcement Learning
(2)
Methods
(2)
Computer Science
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Keywords
dialogue system
(7)
task-oriented dialogue
(6)
semantic similarity
(2)
belief tracking
(2)
dialogue state tracking
(2)
transfer learning
(2)
response selection
(2)
domain adaptation
(2)
sentence encoder
(2)
slot filling
(2)
pre-trained language model
(2)
multi-domain dialogue
(2)
conversational search
(1)
instruction following
(1)
language modeling
(1)
few-shot learning
(1)
semi-supervised learning
(1)
response generation
(1)
natural language generation
(1)
reward modeling
(1)
Papers
Wait, that’s not an option: LLMs Robustness with Incorrect Multiple-Choice Options
ACL 2025
Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning
EMNLP 2024
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification
NAACL 2022
Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders
EMNLP 2022
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue
NAACL 2022
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models
EMNLP 2021
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
Hello, It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems
EMNLP 2019
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking
EMNLP 2019
Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling
EMNLP 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems
ACL 2019
Feudal Reinforcement Learning for Dialogue Management in Large Domains
NAACL 2018
Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing
ACL 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