Code for the ACL2021 paper "Combining Static Word Embedding and Contextual Representations for Bilingual Lexicon Induction"

Related tags

Computer VisionCSCBLI
Overview

CSCBLI

Code for our ACL Findings 2021 paper,
"Combining Static Word Embedding and Contextual Representations for Bilingual Lexicon Induction".

Requirements

python >= 3.6
numpy >= 1.9.0
pytorch >= 1.0

Supervised

How to train

CUDA_VISIBLE_DEVICES=0 python train.py --src_lang $lg --tgt_lang en\
        --static_src_emb_path $ssemb --static_tgt_emb_path $stemb\
        --context_src_emb_path $csemb --context_tgt_emb_path $ctemb\
        --train_data_path $data_path --save_path $save_path
--static_src_emb_path   aligned source static embedding path 
--static_tgt_emb_path   aligned target static embedding path
--context_src_emb_path  source context embedding path
--context_tgt_emb_path  target context embedding path

How to Test

CUDA_VISIBLE_DEVICES=0 python test_on_all_word.py --src_lang $lg\
        --tgt_lang en --model_path $model_path\
        --dict_path $dict_path\
        --vecmap_context_src_emb_path $vcpath\
        --vecmap_context_tgt_emb_path $vspath\
        --vecmap
--vecmap_context_src_emb_path aligned source context embedding path
--vecmap_context_tgt_emb_path aligned target context embedding path
--vecmap use interpolation method, else unified method

Unsupervised

How to train

lg=ar
CUDA_VISIBLE_DEVICES=0 python train.py --src_lang en --tgt_lang $lg\
  --static_src_emb_path $ssemb --static_tgt_emb_path $stemb\
  --context_src_emb_path $csemb --context_tgt_emb_path $ctemb\
   --save_path $save_path 
--static_src_emb_path   aligned source static embedding path 
--static_tgt_emb_path   aligned target static embedding path
--context_src_emb_path  source context embedding path
--context_tgt_emb_path  target context embedding path

How to Test

src=ar
tgt=en
model_path=../checkpoints/$src-$tgt-add_orign_nw.pkl_last
CUDA_VISIBLE_DEVICES=0 python test.py  --model_path $model_path \
        --dict_path ../$src-$tgt.5000-6500.txt  --mode v2 \
        --src_lang $src --tgt_lang $tgt  \
        --reload_src_ctx   $path1 \
        --reload_tgt_ctx   $path2 --lambda_w1 0.11
--mode type    use v1 for unified method and v2 for interpolated 
--lambda_w1    the weight for interpolation
--reload_src_ctx   aligned source context embedding
--reload_tgt_ctx   aligned targte context embedding
Owner
Jinpeng Zhang
Jinpeng Zhang
An expandable and scalable OCR pipeline

Overview Nidaba is the central controller for the entire OGL OCR pipeline. It oversees and automates the process of converting raw images into citable

81 Jan 04, 2023
Repository relating to the CVPR21 paper TimeLens: Event-based Video Frame Interpolation

TimeLens: Event-based Video Frame Interpolation This repository is about the High Speed Event and RGB (HS-ERGB) dataset, used in the 2021 CVPR paper T

Robotics and Perception Group 544 Dec 19, 2022
Python tool that takes the OCR.space JSON output as input and draws a text overlay on top of the image.

OCR.space OCR Result Checker = Draw OCR overlay on top of image Python tool that takes the OCR.space JSON output as input, and draws an overlay on to

a9t9 4 Oct 18, 2022
Code release for our paper, "SimNet: Enabling Robust Unknown Object Manipulation from Pure Synthetic Data via Stereo"

SimNet: Enabling Robust Unknown Object Manipulation from Pure Synthetic Data via Stereo Thomas Kollar, Michael Laskey, Kevin Stone, Brijen Thananjeyan

68 Dec 14, 2022
Implementation of EAST scene text detector in Keras

EAST: An Efficient and Accurate Scene Text Detector This is a Keras implementation of EAST based on a Tensorflow implementation made by argman. The or

Jan Zdenek 208 Nov 15, 2022
Localization of thoracic abnormalities model based on VinBigData (top 1%)

Repository contains the code for 2nd place solution of VinBigData Chest X-ray Abnormalities Detection competition. The goal of competition was to auto

33 May 24, 2022
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation

This is the official implementation of "Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation". For more details, please

Pengyuan Lyu 309 Dec 06, 2022
✌️Using this you can control your PC/Laptop volume by Hand Gestures created with Python.

Hand Gesture Volume Controller ✋ Hand recognition 👆 Finger recognition 🔊 you can decrease and increase volume Demo Code Firstly I have created a Mod

Abbas Ataei 19 Nov 17, 2022
Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition:

Multi-Type-TD-TSR Check it out on Source Code of our Paper: Multi-Type-TD-TSR Extracting Tables from Document Images using a Multi-stage Pipeline for

Pascal Fischer 178 Dec 27, 2022
Hand gesture detection project with aweome UI implementation.

an awesome hand gesture detection project for you to be creative! Imagination is the limit to do with this project.

AR Ashraf 39 Sep 26, 2022
Train custom VR face tracking parameters

Pal Buddy Guy: The anipal's best friend This is a small script to improve upon the tracking capabilities of the Vive Pro Eye and facial tracker. You c

7 Dec 12, 2021
Validate and transform various OCR file formats (hOCR, ALTO, PAGE, FineReader)

ocr-fileformat Validate and transform between OCR file formats (hOCR, ALTO, PAGE, FineReader) Installation Docker System-wide Usage CLI GUI API Transf

Universitätsbibliothek Mannheim 152 Dec 20, 2022
This is the official PyTorch implementation of the paper "TransFG: A Transformer Architecture for Fine-grained Recognition" (Ju He, Jie-Neng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang, Alan Yuille).

TransFG: A Transformer Architecture for Fine-grained Recognition Official PyTorch code for the paper: TransFG: A Transformer Architecture for Fine-gra

Ju He 307 Jan 03, 2023
A Vietnamese personal card OCR website built with Django.

Django VietCardOCR Installation Creation of virtual environments is done by executing the command venv: python -m venv venv That will create a new fol

Truong Hoang Thuan 4 Sep 04, 2021
RRD: Rotation-Sensitive Regression for Oriented Scene Text Detection

RRD: Rotation-Sensitive Regression for Oriented Scene Text Detection For more details, please refer to our paper. Citing Please cite the related works

Minghui Liao 102 Jun 29, 2022
【Auto】原神⭐钓鱼辅助工具 | 自动收竿、校准游标 | ✨您只需要抛出鱼竿,我们会帮你完成一切✨

原神钓鱼辅助工具 ✨ 作者正在努力重构代码中……会尽快带给大家一个更完美的脚本 ✨ 「您只需抛出鱼竿,然后我们会帮您搞定一切」 如果你觉得这个脚本好用,请点一个 Star ⭐ ,你的 Star 就是作者更新最大的动力 点击这里 查看演示视频 ✨ 欢迎大家在 Issues 中分享自己的配置文件 ✨ ✨

261 Jan 02, 2023
This tool will help you convert your text to handwriting xD

So your teacher asked you to upload written assignments? Hate writing assigments? This tool will help you convert your text to handwriting xD

Saurabh Daware 4.2k Jan 07, 2023
Optical character recognition for Japanese text, with the main focus being Japanese manga

Manga OCR Optical character recognition for Japanese text, with the main focus being Japanese manga. It uses a custom end-to-end model built with Tran

Maciej Budyś 327 Jan 01, 2023
基于图像识别的开源RPA工具,理论上可以支持所有windows软件和网页的自动化

SimpleRPA 基于图像识别的开源RPA工具,理论上可以支持所有windows软件和网页的自动化 简介 SimpleRPA是一款python语言编写的开源RPA工具(桌面自动控制工具),用户可以通过配置yaml格式的文件,来实现桌面软件的自动化控制,简化繁杂重复的工作,比如运营人员给用户发消息,

Song Hui 7 Jun 26, 2022
One Metrics Library to Rule Them All!

onemetric Installation Install onemetric from PyPI (recommended): pip install onemetric Install onemetric from the GitHub source: git clone https://gi

Piotr Skalski 49 Jan 03, 2023