Search Results for author:
Found 9 papers, 7 papers with code
tinyBenchmarks: evaluating LLMs with fewer examples
The versatility of large language models (LLMs) led to the creation of diverse benchmarks that thoroughly test a variety of language models' abilities.
Estimating Fréchet bounds for validating programmatic weak supervision
We develop methods for estimating Fr\'echet bounds on (possibly high-dimensional) distribution classes in which some variables are continuous-valued.
Fusing Models with Complementary Expertise
Training AI models that generalize across tasks and domains has long been among the open problems driving AI research.
Conditional independence testing under misspecified inductive biases
Conditional independence (CI) testing is a fundamental and challenging task in modern statistics and machine learning.
A unified framework for dataset shift diagnostics
It is versatile, suitable for regression and classification tasks, and accommodates diverse data forms - tabular, text, or image.
LegalNLP -- Natural Language Processing methods for the Brazilian Legal Language
We present and make available pre-trained language models (Phraser, Word2Vec, Doc2Vec, FastText, and BERT) for the Brazilian legal language, a Python package with functions to facilitate their use, and a set of demonstrations/tutorials containing some applications involving them.
Effects of personality traits in predicting grade retention of Brazilian students
Student's grade retention is a key issue faced by many education systems, especially those in developing countries.
Effective Sample Size, Dimensionality, and Generalization in Covariate Shift Adaptation
Hence, in this paper, we focus on building a unified view connecting the ESS, data dimensionality, and generalization in the context of covariate shift adaptation.
Predicting Legal Proceedings Status: Approaches Based on Sequential Text Data
The objective of this paper is to develop predictive models to classify Brazilian legal proceedings in three possible classes of status: (i) archived proceedings, (ii) active proceedings, and (iii) suspended proceedings.
