Patrick Huber

62 papers A* 2B 3C 1Journal 37Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
MobileLLM-Flash: Latency-Guided On-Device LLM Design for Industry Scale Deployment.
CoRR
Hanxian Huang, Igor Fedorov, Andrey Gromov, Bernard Beckerman, Naveen Suda, David Eriksson, Maximilian Balandat, Rylan Conway, Patrick Huber, Chinnadhurai Sankar, Ayushi Dalmia, Zechun Liu, Lemeng Wu, Tarek Elgamal, Adithya Sagar, Vikas Chandra, Raghuraman Krishnamoorthi
2025 — conf
AutoMixer: Checkpoint Artifacts as Automatic Data Mixers.
ACL (1)
Ernie Chang, Yang Li, Patrick Huber, Vish Vogeti, David Kant, Yangyang Shi, Vikas Chandra
2025 J jnl
AutoMixer: Checkpoint Artifacts as Automatic Data Mixers.
CoRR
Ernie Chang, Yang Li, Patrick Huber, David Kant, Yangyang Shi, Vikas Chandra
2025 J jnl
CONFLUX: A standardized framework to calculate reactor antineutrino flux.
Comput. Phys. Commun.
Xianyi Zhang, Anosh Irani, Michael P. Mendenhall, Nathan Rybicki, Leendert Hayen, Nathaniel Bowden, Patrick Huber, Bryce Littlejohn, Sandra Bogetic
2025 J jnl
CoSMoEs: Compact Sparse Mixture of Experts.
CoRR
Patrick Huber, Akshat Shrivastava, Ernie Chang, Chinnadhurai Sankar, Ahmed Aly, Adithya Sagar
2025 J jnl
MobileLLM-Pro Technical Report.
CoRR
Patrick Huber, Ernie Chang, Wei Wen, Igor Fedorov, Tarek Elgamal, Hanxian Huang, Naveen Suda, Chinnadhurai Sankar, Vish Vogeti, Yanghan Wang, Alex Gladkov, Kai Sheng Tai, Abdelrahman Elogeel, Tarek Hefny, Vikas Chandra, Ahmed Aly, Anuj Kumar, Raghuraman Krishnamoorthi, Adithya Sagar
2024 J jnl
CoDi: Conversational Distillation for Grounded Question Answering.
CoRR
Patrick Huber, Arash Einolghozati, Rylan Conway, Kanika Narang, Matt Smith, Waqar Nayyar, Adithya Sagar, Ahmed Aly, Akshat Shrivastava
2024 — conf
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling.
ACL (1)
Zekun Li, Zhiyu Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook
2024 J jnl
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling.
CoRR
Zekun Li, Zhiyu Zoey Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Luna Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook
2024 — conf
Scaling Parameter-Constrained Language Models with Quality Data.
EMNLP (Industry Track)
Ernie Chang, Matteo Paltenghi, Yang Li, Pin-Jie Lin, Changsheng Zhao, Patrick Huber, Zechun Liu, Rastislav Rabatin, Yangyang Shi, Vikas Chandra
2024 J jnl
Scaling Parameter-Constrained Language Models with Quality Data.
CoRR
Ernie Chang, Matteo Paltenghi, Yang Li, Pin-Jie Lin, Changsheng Zhao, Patrick Huber, Zechun Liu, Rastislav Rabatin, Yangyang Shi, Vikas Chandra
2024 — conf
Small But Funny: A Feedback-Driven Approach to Humor Distillation.
ACL (1)
Sahithya Ravi, Patrick Huber, Akshat Shrivastava, Vered Shwartz, Arash Einolghozati
2024 J jnl
Small But Funny: A Feedback-Driven Approach to Humor Distillation.
CoRR
Sahithya Ravi, Patrick Huber, Akshat Shrivastava, Adithya Sagar, Ahmed Aly, Vered Shwartz, Arash Einolghozati
2023 C conf
A solution to the electrical urban transit routing problem with heterogeneous characteristics.
FUSION
Patrick Huber, Ulrich Göhner, Rabea Lichtenberg
2023 — conf
Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues.
EACL (Findings)
Chuyuan Li, Patrick Huber, Wen Xiao, Maxime Amblard, Chloé Braud, Giuseppe Carenini
2023 J jnl
Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues.
CoRR
Chuyuan Li, Patrick Huber, Wen Xiao, Maxime Amblard, Chloé Braud, Giuseppe Carenini
2023 J jnl
Experimental Evaluation of Quantum Machine Learning Algorithms.
IEEE Access
Ricardo Daniel Monteiro Simões, Patrick Huber, Nicola Meier, Nikita Smailov, Rudolf M. Füchslin, Kurt Stockinger
2022 — conf
CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training.
NAACL-HLT (Findings)
Patrick Huber, Armen Aghajanyan, Barlas Oguz, Dmytro Okhonko, Scott Yih, Sonal Gupta, Xilun Chen
2022 J jnl
Improving Topic Segmentation by Injecting Discourse Dependencies.
CoRR
Linzi Xing, Patrick Huber, Giuseppe Carenini
2022 J jnl
Large Discourse Treebanks from Scalable Distant Supervision.
CoRR
Patrick Huber, Giuseppe Carenini
2022 A* conf
Predicting Above-Sentence Discourse Structure Using Distant Supervision from Topic Segmentation.
AAAI
Patrick Huber, Linzi Xing, Giuseppe Carenini
2022 J jnl
Towards Domain-Independent Supervised Discourse Parsing Through Gradient Boosting.
CoRR
Patrick Huber, Giuseppe Carenini
2022 — conf
Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models.
NAACL-HLT
Patrick Huber, Giuseppe Carenini
2022 J jnl
Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models.
CoRR
Patrick Huber, Giuseppe Carenini
2022 J jnl
Unsupervised Inference of Data-Driven Discourse Structures using a Tree Auto-Encoder.
CoRR
Patrick Huber, Giuseppe Carenini
2021 J jnl
CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training.
CoRR
Patrick Huber, Armen Aghajanyan, Barlas Oguz, Dmytro Okhonko, Wen-tau Yih, Sonal Gupta, Xilun Chen
2021 J jnl
People, Projects, Organizations, and Products: Designing a Knowledge Graph to Support Multi-Stakeholder Environmental Planning and Design.
ISPRS Int. J. Geo Inf.
Sean N. Gordon, Philip J. Murphy, John A. Gallo, Patrick Huber, Allan Hollander, Ann Edwards, Piotr Jankowski
2021 J jnl
Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation.
CoRR
Patrick Huber, Linzi Xing, Giuseppe Carenini
2021 — conf
Predicting Discourse Trees from Transformer-based Neural Summarizers.
NAACL-HLT
Wen Xiao, Patrick Huber, Giuseppe Carenini
2021 J jnl
Predicting Discourse Trees from Transformer-based Neural Summarizers.
CoRR
Wen Xiao, Patrick Huber, Giuseppe Carenini
2021 A* conf
Unsupervised Learning of Discourse Structures using a Tree Autoencoder.
AAAI
Patrick Huber, Giuseppe Carenini
2021 — conf
W-RST: Towards a Weighted RST-style Discourse Framework.
ACL/IJCNLP (1)
Patrick Huber, Wen Xiao, Giuseppe Carenini
2021 J jnl
W-RST: Towards a Weighted RST-style Discourse Framework.
CoRR
Patrick Huber, Wen Xiao, Giuseppe Carenini
2020 J jnl
Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help !
CoRR
Wen Xiao, Patrick Huber, Giuseppe Carenini
2020 B conf
From Sentiment Annotations to Sentiment Prediction through Discourse Augmentation.
COLING
Patrick Huber, Giuseppe Carenini
2020 J jnl
From Sentiment Annotations to Sentiment Prediction through Discourse Augmentation.
CoRR
Patrick Huber, Giuseppe Carenini
2020 — conf
MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision.
EMNLP (1)
Patrick Huber, Giuseppe Carenini
2020 J jnl
MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision.
CoRR
Patrick Huber, Giuseppe Carenini
2020 J jnl
Residential Power Traces for Five Houses: The iHomeLab RAPT Dataset.
Data
Patrick Huber, Melvin Ott, Martin Friedli, Andreas Rumsch, Andrew Paice
2020 B conf
Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale Pretraining.
COLING
Grigorii Guz, Patrick Huber, Giuseppe Carenini
2020 J jnl
Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale Pretraining.
CoRR
Grigorii Guz, Patrick Huber, Giuseppe Carenini
2020 J jnl
Unsupervised Learning of Discourse Structures using a Tree Autoencoder.
CoRR
Patrick Huber, Giuseppe Carenini
2019 — conf
Predicting Discourse Structure using Distant Supervision from Sentiment.
EMNLP/IJCNLP (1)
Patrick Huber, Giuseppe Carenini
2019 J jnl
Predicting Discourse Structure using Distant Supervision from Sentiment.
CoRR
Patrick Huber, Giuseppe Carenini
2018 J jnl
A Hierarchical Approach to Neural Context-Aware Modeling.
CoRR
Patrick Huber, Jan Niehues, Alex Waibel
2018 B conf
Automated Evaluation of Out-of-Context Errors.
LREC
Patrick Huber, Jan Niehues, Alex Waibel
2018 J jnl
Automated Evaluation of Out-of-Context Errors.
CoRR
Patrick Huber, Jan Niehues, Alex Waibel
2018 J jnl
Poster abstract: Is the run-time of domestic appliances predictable?
Comput. Sci. Res. Dev.
Patrick Huber, Paul Schmieder, Mario Gerber, Andreas Rumsch
2018 J jnl
Prediction of domestic appliances usage based on electrical consumption.
Energy Inform.
Patrick Huber, Mario Gerber, Andreas Rumsch, Andrew Paice
2017 J jnl
Demand response optimized heat pump control for service sector buildings.
Comput. Sci. Res. Dev.
Edith Birrer, Cyril Picard, Patrick Huber, Daniel Bolliger, Alexander Klapproth
2016 — conf
Towards Designing an Ontology Encompassing the Environment-agriculture-food-diet-health Knowledge Spectrum for Food System Sustainability and Resilience.
ICBO/BioCreative
Ruthie Musker, Matthew Lange, Allan Hollander, Patrick Huber, Nathaniel Springer, Courtney Riggle, James Quinn, Thomas Tomich
2015 — conf
Impact of Electronic Health Records on the Completeness of Clinical Documentation Generated during Diabetic Retinopathy Consultations.
eHealth
Christoph Mitsch, Patrick Huber, Katharina Kriechbaum, Christoph Scholda, Georg Duftschmid, Thomas Wrba, Ursula Schmidt-Erfurth
2014 — conf
Connecting Cloud-Based Personal Health Records with an XDS Affinity Domain to Provide Additional Information at the Point-of-Care.
eHealth
Patrick Huber, Christoph Mitsch, Stefan W. Sabutsch, Ursula Schmidt-Erfurth
2014 — conf
OphthalNet Vienna: Constructive Quality Assurance and Resource Optimization in Ophthalmology.
eHealth
Christoph Mitsch, Matthias Bolz, Stefan Sacu, Clemens Vass, Christoph Scholda, Patrick Huber, Stefan W. Sabutsch, Ursula Schmidt-Erfurth
2009 — conf
Arbeitskreis Berufsfeld: Usability Professionals, ihre Rollen und Tätigkeiten C. Bogner, T. Geis, P. Huber, C. Lutsch.
UP
Kostanija Petrovic, Knut Polkehn, Thomas Geis, Christian Bogner, Clemens Lutsch, Patrick Huber
2008 — conf
Arbeitskreis: Berufsbild und Broschüre Ein Statusbericht.
UP
Clemens Lutsch, Christian Bogner, Henning Brau, Thomas Geis, Matthias Harbusch, Patrick Huber, Kostanija Petrovic, Knut Polkehn
2007 J jnl
GLoBES: General Long Baseline Experiment Simulator.
Comput. Phys. Commun.
Patrick Huber, Joachim Kopp, Manfred Lindner, Mark Rolinec, Walter Winter
2007 — conf
Motivation zur Interaktivität: Usability Herausforderung für die Gestaltung von iTV Plattformen.
UP
Patrick Huber, Marianna Obrist
2007 J jnl
New features in the simulation of neutrino oscillation experiments with GLoBES 3.0: (General Long Baseline Experiment Simulator).
Comput. Phys. Commun.
Patrick Huber, Joachim Kopp, Manfred Lindner, Mark Rolinec, Walter Winter
2006 J jnl
Usability Engineering von elektronischen Programmführern (EPGs) (Usability Engineering of Electronic Programme Guides (EPGs)).
i-com
Johanna Elster, Patrick Huber
2005 J jnl
Simulation of long-baseline neutrino oscillation experiments with GLoBES: (General Long Baseline Experiment Simulator).
Comput. Phys. Commun.
Patrick Huber, Manfred Lindner, Walter Winter
2004 — conf
Usability in der Unterhaltungselektronik - Wie man Freizeitvergnügen benutzbar macht.
UP
Patrick Huber