Jan Deriu
15 papers · 2016–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (32) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
🏆
Keyword Champion
🧬
Topic Evolution
🤝
Dynamic Duo
(14)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
(74)
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The Questioner
Top co-authors
Research topics
Machine Learning
(9)
Natural Language Processing
(9)
Learning Types · Machine Learning
(7)
Generation
(6)
Application Areas
(5)
Artificial Intelligence
(4)
Speech & Audio
(4)
Applications
(4)
Deep Learning
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory
(3)
Recognition
(3)
Synthesis
(3)
Resources & Methods
(2)
Keywords
dialogue system
(3)
text generation
(2)
dialect identification
(2)
preference rating
(2)
automatic speech recognition
(2)
uncertainty quantification
(2)
swiss german dialect
(2)
automated metric
(2)
evaluation metric
(2)
question answering
(1)
multimodal learning
(1)
data annotation
(1)
transfer learning
(1)
natural language understanding
(1)
information retrieval
(1)
semantic parsing
(1)
text classification
(1)
language learning
(1)
low-resource language
(1)
survival analysis
(1)
Papers
Voice Adaptation for Swiss German
Interspeech 2025
Error-preserving Automatic Speech Recognition of Young English Learners’ Language
ACL 2024
Favi-Score: A Measure for Favoritism in Automated Preference Ratings for Generative AI Evaluation
ACL 2024
Correction of Errors in Preference Ratings from Automated Metrics for Text Generation
ACL 2023
Dialect Transfer for Swiss German Speech Translation
EMNLP 2023
STT4SG-350: A Speech Corpus for All Swiss German Dialect Regions
ACL 2023
On the Effectiveness of Automated Metrics for Text Generation Systems
EMNLP 2022
Probing the Robustness of Trained Metrics for Conversational Dialogue Systems
ACL 2022
Are We Summarizing the Right Way? A Survey of Dialogue Summarization Data Sets
EMNLP 2021
A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation
ACL 2020
DoQA - Accessing Domain-Specific FAQs via Conversational QA
ACL 2020
Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems
EMNLP 2020
Twist Bytes - German Dialect Identification with Data Mining Optimization
COLING 2018
TopicThunder at SemEval-2017 Task 4: Sentiment Classification Using a Convolutional Neural Network with Distant Supervision
SemEval 2017
SwissCheese at SemEval-2016 Task 4: Sentiment Classification Using an Ensemble of Convolutional Neural Networks with Distant Supervision
SemEval 2016