Shane Bergsma

According to our database1, Shane Bergsma authored at least 40 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Sparse maximal update parameterization: A holistic approach to sparse training dynamics.
CoRR, 2024

2023
SutraNets: Sub-series Autoregressive Networks for Long-Sequence, Probabilistic Forecasting.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Gridiron: A Technique for Augmenting Cloud Workloads with Network Bandwidth Requirements.
CoRR, 2022

C2FAR: Coarse-to-Fine Autoregressive Networks for Precise Probabilistic Forecasting.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CoSpot: a cooperative VM allocation framework for increased revenue from spot instances.
Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022

2021
Generating Complex, Realistic Cloud Workloads using Recurrent Neural Networks.
Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

Fundy: A Scalable and Extensible Resource Manager for Cloud Resources.
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2019
Minimum Makespan Workflow Scheduling for Malleable Jobs with Precedence Constraints and Lifetime Resource Demands.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

2016
Extracting Anaphoric Agreement Properties from Corpora.
Proceedings of the Anaphora Resolution - Algorithms, Resources, and Applications, 2016

2014
Learning to Measure Influence in a Scientific Social Network.
Proceedings of the Advances in Artificial Intelligence, 2014

I'm a Belieber: Social Roles via Self-identification and Conceptual Attributes.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Learning Domain-Specific, L1-Specific Measures of Word Readability.
Trait. Autom. des Langues, 2013

Broadly Improving User Classification via Communication-Based Name and Location Clustering on Twitter.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Explicit and Implicit Syntactic Features for Text Classification.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Using Conceptual Class Attributes to Characterize Social Media Users.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Stylometric Analysis of Scientific Articles.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

2011
Using Visual Information to Predict Lexical Preference.
Proceedings of the Recent Advances in Natural Language Processing, 2011

Learning Bilingual Lexicons Using the Visual Similarity of Labeled Web Images.
Proceedings of the IJCAI 2011, 2011

NADA: A Robust System for Non-referential Pronoun Detection.
Proceedings of the Anaphora Processing and Applications, 2011

Joint Training of Dependency Parsing Filters through Latent Support Vector Machines.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

Using Large Monolingual and Bilingual Corpora to Improve Coordination Disambiguation.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010
New Tools for Web-Scale N-grams.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Predicting the Semantic Compositionality of Prefix Verbs.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Improved Natural Language Learning via Variance-Regularization Support Vector Machines.
Proceedings of the Fourteenth Conference on Computational Natural Language Learning, 2010

Using Web-scale N-grams to Improve Base NP Parsing Performance.
Proceedings of the COLING 2010, 2010

Fast and Accurate Arc Filtering for Dependency Parsing.
Proceedings of the COLING 2010, 2010

The nature of noise in linguistic corpora.
Proceedings of the Fourth Workshop on Analytics for Noisy Unstructured Text Data, 2010

Transliteration Generation and Mining with Limited Training Resources.
Proceedings of the 2010 Named Entities Workshop, 2010

Creating Robust Supervised Classifiers via Web-Scale N-Gram Data.
Proceedings of the ACL 2010, 2010

2009
Web-Scale N-gram Models for Lexical Disambiguation.
Proceedings of the IJCAI 2009, 2009

Glen, Glenda or Glendale: Unsupervised and Semi-supervised Learning of English Noun Gender.
Proceedings of the Thirteenth Conference on Computational Natural Language Learning, 2009

A Ranking Approach to Stress Prediction for Letter-to-Phoneme Conversion.
Proceedings of the ACL 2009, 2009

2008
Discriminative Learning of Selectional Preference from Unlabeled Text.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Distributional Identification of Non-Referential Pronouns.
Proceedings of the ACL 2008, 2008

2007
Automatic Answer Typing for How-Questions.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

Learning Noun Phrase Query Segmentation.
Proceedings of the EMNLP-CoNLL 2007, 2007

Alignment-Based Discriminative String Similarity.
Proceedings of the ACL 2007, 2007

2006
Bootstrapping Path-Based Pronoun Resolution.
Proceedings of the ACL 2006, 2006

2005
An Expectation Maximization Approach to Pronoun Resolution.
Proceedings of the Ninth Conference on Computational Natural Language Learning, 2005

Automatic Acquisition of Gender Information for Anaphora Resolution.
Proceedings of the Advances in Artificial Intelligence, 2005


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