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Papers
A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings
JMLR 2020
General patterns and language variation: Word frequencies across English, German, and Chinese
COLING 2020
Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses
ACL 2020
Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics
ACL 2020
What Meaning-Form Correlation Has to Compose With: A Study of MFC on Artificial and Natural Language
COLING 2020
A large-scale study of the effects of word frequency and predictability in naturalistic reading
NAACL 2019
A Step Toward Quantifying Independently Reproducible Machine Learning Research
NeurIPS 2019
GEval: Tool for Debugging NLP Datasets and Models
ACL 2019
On Network Design Spaces for Visual Recognition
ICCV 2019
Vocal Biomarker Assessment Following Pediatric Traumatic Brain Injury: A Retrospective Cohort Study
Interspeech 2019
Cheap Checking for Cloud Computing: Statistical Analysis via Annotated Data Streams
AISTATS 2018
Detecting Heavy Rain Disaster from Social and Physical Sensor
COLING 2018
Exploring the Influence of Spelling Errors on Lexical Variation Measures
COLING 2018
Taming Performance Variability
OSDI 2018
Taylor’s law for Human Linguistic Sequences
ACL 2018
The Importance of Calibration for Estimating Proportions from Annotations
NAACL 2018
Between Reading Time and Syntactic/Semantic Categories
IJCNLP 2017
Hypernasality Severity Analysis in Cleft Lip and Palate Speech Using Vowel Space Area
Interspeech 2017
JSAT: Java Statistical Analysis Tool, a Library for Machine Learning
JMLR 2017
On the Distribution of Lexical Features at Multiple Levels of Analysis
ACL 2017
Passive Realtime Datacenter Fault Detection and Localization
NSDI 2017
Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications
ACML 2017
Zipf’s and Benford’s laws in Twitter hashtags
EACL 2017
A Statistical Perspective on Randomized Sketching for Ordinary Least-Squares
JMLR 2016
Automatic Analysis of Phonetic Speech Style Dimensions
Interspeech 2016