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statistical analysis

89 papers

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large language model (12755) text classification (6776) evaluation metric (415) machine translation (2472) model evaluation (442) corpus linguistics (233) human evaluation (375) text generation (2903) text analysis (164) evaluation methodology (108)

Papers

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