35 citations · 55 across the 11 of their papers we have counts for
11 papers
CMATH: Can Your Language Model Pass Chinese Elementary School Math Test?
Tianwen Wei, Jian Luan, Wei Liu +2
We present the Chinese Elementary School Math Word Problems (CMATH) dataset, comprising 1.7k elementary school-level math word problems with detailed annotations, source from actua…
A Flexible Multi-Task Model for BERT Serving
Tianwen Wei, Jianwei Qi, Shenghuan He
In this demonstration, we present an efficient BERT-based multi-task (MT) framework that is particularly suitable for iterative and incremental development of the tasks. The propos…
Masked Conditional Random Fields for Sequence Labeling
Tianwen Wei, Jianwei Qi, Shenghuan He +1
Conditional Random Field (CRF) based neural models are among the most performant methods for solving sequence labeling problems. Despite its great success, CRF has the shortcoming…
On the subdifferential of symmetric convex functions of the spectrum for symmetric and orthogonally decomposable tensors
Stéphane Chrétien, Tianwen Wei
The subdifferential of convex functions of the singular spectrum of real matrices has been widely studied in matrix analysis, optimization and automatic control theory. Convex opti…
Joint estimation and model order selection for one dimensional ARMA models via convex optimization: a nuclear norm penalization approach
Stéphane Chrétien, Tianwen Wei, Basad Ali Hussain Al-sarray
The problem of estimating ARMA models is computationally interesting due to the nonconcavity of the log-likelihood function. Recent results were based on the convex minimization. J…
Convex recovery of tensors using nuclear norm penalization
Stephane Chretien, Tianwen Wei
The subdifferential of convex functions of the singular spectrum of real matrices has been widely studied in matrix analysis, optimization and automatic control theory. Convex anal…
Sensing tensors with Gaussian filters
Stéphane Chrétien, Tianwen Wei
Sparse recovery from linear Gaussian measurements has been the subject of much investigation since the breaktrough papers \cite{CRT:IEEEIT06} and \cite{donoho2006compressed} on Com…
An Overview of the Asymptotic Performance of the Family of the FastICA Algorithms
Tianwen Wei
This contribution summarizes the results on the asymptotic performance of several variants of the FastICA algorithm. A number of new closed-form expressions are presented.
Von Neumann's inequality for tensors
Stéphane Chrétien, Tianwen Wei
For two matrices in , the von Neumann inequality says that their scalar product is less than or equal to the scalar product of their singular spectrum. I…
A study of the fixed points and spurious solutions of the FastICA algorithm
Tianwen Wei
The FastICA algorithm is one of the most popular iterative algorithms in the domain of linear independent component analysis. Despite its success, it is observed that FastICA occas…
A convergence and asymptotic analysis of the generalized symmetric FastICA algorithm
Tianwen Wei
This contribution deals with the generalized symmetric FastICA algorithm in the domain of Independent Component Analysis (ICA). The generalized symmetric version of FastICA has bee…