Patrick Huber

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 42

Top Topics

Unsupervised Learning

Gradient Boosting

Machine Learning

Discourse Structure

Top Venues

Comput. Sci. Res. Dev.

Publications

Zekun Li, Zhiyu Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling. ACL (1) (2024)
Sahithya Ravi, Patrick Huber, Akshat Shrivastava, Vered Shwartz, Arash Einolghozati
Small But Funny: A Feedback-Driven Approach to Humor Distillation. ACL (1) (2024)
Zekun Li, Zhiyu Zoey Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Luna Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling. CoRR (2024)
Sahithya Ravi, Patrick Huber, Akshat Shrivastava, Adithya Sagar, Ahmed Aly, Vered Shwartz, Arash Einolghozati
Small But Funny: A Feedback-Driven Approach to Humor Distillation. CoRR (2024)
Chuyuan Li, Patrick Huber, Wen Xiao, Maxime Amblard, Chloé Braud, Giuseppe Carenini
Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues. EACL (Findings) (2023)
Chuyuan Li, Patrick Huber, Wen Xiao, Maxime Amblard, Chloé Braud, Giuseppe Carenini
Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues. CoRR (2023)
Ricardo Daniel Monteiro Simões, Patrick Huber, Nicola Meier, Nikita Smailov, Rudolf M. Füchslin, Kurt Stockinger
Experimental Evaluation of Quantum Machine Learning Algorithms. IEEE Access 11 (2023)
Patrick Huber, Ulrich Göhner, Rabea Lichtenberg
A solution to the electrical urban transit routing problem with heterogeneous characteristics. FUSION (2023)
Patrick Huber, Giuseppe Carenini
Unsupervised Inference of Data-Driven Discourse Structures using a Tree Auto-Encoder. CoRR (2022)
Patrick Huber, Giuseppe Carenini
Large Discourse Treebanks from Scalable Distant Supervision. CoRR (2022)
Patrick Huber, Giuseppe Carenini
Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models. NAACL-HLT (2022)
Patrick Huber, Armen Aghajanyan, Barlas Oguz, Dmytro Okhonko, Scott Yih, Sonal Gupta, Xilun Chen
CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training. NAACL-HLT (Findings) (2022)
Patrick Huber, Giuseppe Carenini
Towards Domain-Independent Supervised Discourse Parsing Through Gradient Boosting. CoRR (2022)
Patrick Huber, Giuseppe Carenini
Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models. CoRR (2022)
Patrick Huber, Linzi Xing, Giuseppe Carenini
Predicting Above-Sentence Discourse Structure Using Distant Supervision from Topic Segmentation. AAAI (2022)
Linzi Xing, Patrick Huber, Giuseppe Carenini
Improving Topic Segmentation by Injecting Discourse Dependencies. CoRR (2022)
Patrick Huber, Giuseppe Carenini
Unsupervised Learning of Discourse Structures using a Tree Autoencoder. AAAI (2021)
Sean N. Gordon, Philip J. Murphy, John A. Gallo, Patrick Huber, Allan Hollander, Ann Edwards, Piotr Jankowski
People, Projects, Organizations, and Products: Designing a Knowledge Graph to Support Multi-Stakeholder Environmental Planning and Design. ISPRS Int. J. Geo Inf. 10 (12) (2021)
Patrick Huber, Linzi Xing, Giuseppe Carenini
Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation. CoRR (2021)
Wen Xiao, Patrick Huber, Giuseppe Carenini
Predicting Discourse Trees from Transformer-based Neural Summarizers. CoRR (2021)
Patrick Huber, Wen Xiao, Giuseppe Carenini
W-RST: Towards a Weighted RST-style Discourse Framework. CoRR (2021)
Patrick Huber, Armen Aghajanyan, Barlas Oguz, Dmytro Okhonko, Wen-tau Yih, Sonal Gupta, Xilun Chen
CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training. CoRR (2021)
Patrick Huber, Wen Xiao, Giuseppe Carenini
W-RST: Towards a Weighted RST-style Discourse Framework. ACL/IJCNLP (1) (2021)
Wen Xiao, Patrick Huber, Giuseppe Carenini
Predicting Discourse Trees from Transformer-based Neural Summarizers. NAACL-HLT (2021)
Patrick Huber, Giuseppe Carenini
MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision. CoRR (2020)
Patrick Huber, Melvin Ott, Martin Friedli, Andreas Rumsch, Andrew Paice
Residential Power Traces for Five Houses: The iHomeLab RAPT Dataset. Data 5 (1) (2020)
Patrick Huber, Giuseppe Carenini
MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision. EMNLP (1) (2020)
Grigorii Guz, Patrick Huber, Giuseppe Carenini
Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale Pretraining. COLING (2020)
Grigorii Guz, Patrick Huber, Giuseppe Carenini
Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale Pretraining. CoRR (2020)
Patrick Huber, Giuseppe Carenini
Unsupervised Learning of Discourse Structures using a Tree Autoencoder. CoRR (2020)
Wen Xiao, Patrick Huber, Giuseppe Carenini
Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help ! CoRR (2020)
Patrick Huber, Giuseppe Carenini
From Sentiment Annotations to Sentiment Prediction through Discourse Augmentation. COLING (2020)
Patrick Huber, Giuseppe Carenini
From Sentiment Annotations to Sentiment Prediction through Discourse Augmentation. CoRR (2020)
Patrick Huber, Giuseppe Carenini
Predicting Discourse Structure using Distant Supervision from Sentiment. CoRR (2019)
Patrick Huber, Giuseppe Carenini
Predicting Discourse Structure using Distant Supervision from Sentiment. EMNLP/IJCNLP (1) (2019)
Patrick Huber, Jan Niehues, Alex Waibel
Automated Evaluation of Out-of-Context Errors. LREC (2018)
Patrick Huber, Mario Gerber, Andreas Rumsch, Andrew Paice
Prediction of domestic appliances usage based on electrical consumption. Energy Inform. 1 (S1) (2018)
Patrick Huber, Jan Niehues, Alex Waibel
Automated Evaluation of Out-of-Context Errors. CoRR (2018)
Patrick Huber, Paul Schmieder, Mario Gerber, Andreas Rumsch
Poster abstract: Is the run-time of domestic appliances predictable? Comput. Sci. Res. Dev. 33 (1-2) (2018)
Patrick Huber, Jan Niehues, Alex Waibel
A Hierarchical Approach to Neural Context-Aware Modeling. CoRR (2018)
Edith Birrer, Cyril Picard, Patrick Huber, Daniel Bolliger, Alexander Klapproth
Demand response optimized heat pump control for service sector buildings. Comput. Sci. Res. Dev. 32 (1-2) (2017)
Ruthie Musker, Matthew Lange, Allan Hollander, Patrick Huber, Nathaniel Springer, Courtney Riggle, James Quinn, Thomas Tomich
Towards Designing an Ontology Encompassing the Environment-agriculture-food-diet-health Knowledge Spectrum for Food System Sustainability and Resilience. ICBO/BioCreative (2016)
Christoph Mitsch, Patrick Huber, Katharina Kriechbaum, Christoph Scholda, Georg Duftschmid, Thomas Wrba, Ursula Schmidt-Erfurth
Impact of Electronic Health Records on the Completeness of Clinical Documentation Generated during Diabetic Retinopathy Consultations. eHealth (2015)
Christoph Mitsch, Matthias Bolz, Stefan Sacu, Clemens Vass, Christoph Scholda, Patrick Huber, Stefan W. Sabutsch, Ursula Schmidt-Erfurth
OphthalNet Vienna: Constructive Quality Assurance and Resource Optimization in Ophthalmology. eHealth (2014)
Patrick Huber, Christoph Mitsch, Stefan W. Sabutsch, Ursula Schmidt-Erfurth
Connecting Cloud-Based Personal Health Records with an XDS Affinity Domain to Provide Additional Information at the Point-of-Care. eHealth (2014)
Kostanija Petrovic, Knut Polkehn, Thomas Geis, Christian Bogner, Clemens Lutsch, Patrick Huber
Arbeitskreis Berufsfeld: Usability Professionals, ihre Rollen und Tätigkeiten C. Bogner, T. Geis, P. Huber, C. Lutsch. Usability Professionals (2009)
Clemens Lutsch, Christian Bogner, Henning Brau, Thomas Geis, Matthias Harbusch, Patrick Huber, Kostanija Petrovic, Knut Polkehn
Arbeitskreis: Berufsbild und Broschüre Ein Statusbericht. Usability Professionals (2008)
Patrick Huber, Marianna Obrist
Motivation zur Interaktivität: Usability Herausforderung für die Gestaltung von iTV Plattformen. Usability Professionals (2007)
Patrick Huber, Joachim Kopp, Manfred Lindner, Mark Rolinec, Walter Winter
GLoBES: General Long Baseline Experiment Simulator. Comput. Phys. Commun. 177 (5) (2007)
Patrick Huber, Joachim Kopp, Manfred Lindner, Mark Rolinec, Walter Winter
New features in the simulation of neutrino oscillation experiments with GLoBES 3.0: (General Long Baseline Experiment Simulator). Comput. Phys. Commun. 177 (5) (2007)
Johanna Elster, Patrick Huber
Usability Engineering von elektronischen Programmführern (EPGs) (Usability Engineering of Electronic Programme Guides (EPGs)). i-com 5 (1) (2006)
Patrick Huber, Manfred Lindner, Walter Winter
Simulation of long-baseline neutrino oscillation experiments with GLoBES: (General Long Baseline Experiment Simulator). Comput. Phys. Commun. 167 (3) (2005)
Patrick Huber
Usability in der Unterhaltungselektronik - Wie man Freizeitvergnügen benutzbar macht. Usability Professionals (2004)