100 citations · 438 across the 29 of their papers we have counts for
42 papers · 1 filter
ESB: A Benchmark For Multi-Domain End-to-End Speech Recognition
Sanchit Gandhi, Patrick von Platen, Alexander M. Rush
Speech recognition applications cover a range of different audio and text distributions, with different speaking styles, background noise, transcription punctuation and character c…
Unsupervised Text Deidentification
John X. Morris, Justin T. Chiu, Ramin Zabih +1
Deidentification seeks to anonymize textual data prior to distribution. Automatic deidentification primarily uses supervised named entity recognition from human-labeled data points…
Model Criticism for Long-Form Text Generation
Yuntian Deng, Volodymyr Kuleshov, Alexander M. Rush
Language models have demonstrated the ability to generate highly fluent text; however, it remains unclear whether their output retains coherent high-level structure (e.g., story pr…
Low-Rank Constraints for Fast Inference in Structured Models
Justin T. Chiu, Yuntian Deng, Alexander M. Rush
Structured distributions, i.e. distributions over combinatorial spaces, are commonly used to learn latent probabilistic representations from observed data. However, scaling these m…
GenNI: Human-AI Collaboration for Data-Backed Text Generation
Hendrik Strobelt, Jambay Kinley, Robert Krueger +3
Table2Text systems generate textual output based on structured data utilizing machine learning. These systems are essential for fluent natural language interfaces in tools such as…
Datasets: A Community Library for Natural Language Processing
Quentin Lhoest, Albert Villanova del Moral, Yacine Jernite +29
The scale, variety, and quantity of publicly-available NLP datasets has grown rapidly as researchers propose new tasks, larger models, and novel benchmarks. Datasets is a community…