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Fast + Non-Autoregressive Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction": www.aclweb.org/anthology/D19-...

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Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 1.12 to 2.7.2. Release notes Sourced from tensorflow's releases. TensorFlow 2.7.2 Release 2.7.2 This releases introduces several vulnerability fixes: Fixes a code injection in saved_model_cli (CVE-2022-29216) Fixes...

dependencies

![image](https://user-images.githubusercontent.com/21475557/159883094-0ed5c0d8-54cf-4b17-a8f2-63f492262e34.png) for replace , when we calculate attention score of position i , we don't consider the token w(i). at the first layer , I think it is no problem,...

The original code produces an additional redundant batch when the number of data samples is divisible by the batch size.

multi_round_1_test_results.txt not found multi_round_0_test_predictions.txt

Hi, first of all, thank you for releasing your code. I just found a small bug in errorify/error.py - in the function [readn](https://github.com/awasthiabhijeet/PIE/blob/2975a6cb3d3ecccddee21d3a0fc094155550dddb/errorify/error.py#L41) at line 53, the extra "yield clist"...

Hi, you mentioned in the papar that we calculate r_{i}^{l} over h_{j}^{l} for all j except i, but calculate a_{i}^{l} over h_{j}^{l} for all j including i. Why there is...

Iam running the scripts on gitpod and it's taking a long time? May I know how much time it usually takes?

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 1.12 to 2.11.1. Release notes Sourced from tensorflow's releases. TensorFlow 2.11.1 Release 2.11.1 Note: TensorFlow 2.10 was the last TensorFlow release that supported GPU on native-Windows. Starting...

dependencies

Bumps [joblib](https://github.com/joblib/joblib) from 0.11 to 1.2.0. Changelog Sourced from joblib's changelog. Release 1.2.0 Fix a security issue where eval(pre_dispatch) could potentially run arbitrary code. Now only basic numerics are supported....

dependencies