A measure-theoretic characterization of tight language models

L Du, LT Hennigen, T Pimentel, C Meister… - arXiv preprint arXiv …, 2022 - arxiv.org
Language modeling, a central task in natural language processing, involves estimating a
probability distribution over strings. In most cases, the estimated distribution sums to 1 over …

[PDF][PDF] A Measure-Theoretic Characterization of Tight Language Models

L Du, LT Hennigen, T PimentelD, C MeisterQ, J Eisner… - cs.jhu.edu
Abstract Language modeling, a central task in natural language processing, involves
estimating a probability distribution over strings. In most cases, the estimated distribution …

A Measure-Theoretic Characterization of Tight Language Models

L Du, LT Hennigen, T Pimentel, C Meister… - Proceedings of the …, 2023 - aclanthology.org
Abstract Language modeling, a central task in natural language processing, involves
estimating a probability distribution over strings. In most cases, the estimated distribution …

[PDF][PDF] A Measure-Theoretic Characterization of Tight Language Models

L Du, L Torroba Hennigen… - … of the 61st …, 2023 - research-collection.ethz.ch
Abstract Language modeling, a central task in natural language processing, involves
estimating a probability distribution over strings. In most cases, the estimated distribution …

A Measure-Theoretic Characterization of Tight Language Models

L Du, L Torroba Hennigen, T Pimentel… - arXiv e …, 2022 - ui.adsabs.harvard.edu
Abstract Language modeling, a central task in natural language processing, involves
estimating a probability distribution over strings. In most cases, the estimated distribution …

A Measure-Theoretic Characterization of Tight Language Models

L Du, LT Hennigen, T Pimentel… - The 61st Annual …, 2023 - virtual2023.aclweb.org
Language modeling, a central task in natural language processing, involves estimating a
probability distribution over strings. In most cases, the estimated distribution sums to 1 over …

A Measure-Theoretic Characterization of Tight Language Models

L Du, LT Hennigen, T Pimentel… - … OF THE 61ST …, 2023 - research-collection.ethz.ch
Language modeling, a central task in natural language processing, involves estimating a
probability distribution over strings. In most cases, the estimated distribution sums to 1 over …

[引用][C] A Measure-Theoretic Characterization of Tight Language Models

L Du, LT Hennigen, T PimentelD, C MeisterQ, J Eisner…