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bli-reading-list

A 2024 Reading List for Bilingual Lexicon Induction (BLI) / Word Translation. Frequently Updated.

blicer

Improving Bilingual Lexicon Induction with Cross-Encoder Reranking (Findings of EMNLP 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.

ccm

This project is a tensorflow implement of our work, CCM.

coco

MS COCO API - http://mscoco.org/

contrastivebli

Improving Word Translation via Two-Stage Contrastive Learning

dataset

Multi30k Dataset

deeplearningexamples

Deep Learning Examples

egg

EGG: Emergence of lanGuage in Games

flores

Facebook Low Resource (FLoRes) MT Benchmark

leetcode

Leetcode solutions in Python

leetcode-1

Python & JAVA Solutions for Leetcode

meemi

Improving cross-lingual word embeddings by meeting in the middle

models

Models and examples built with TensorFlow

multimodalfeatures

prompt4bli

On Bilingual Lexicon Induction with Large Language Models (EMNLP 2023). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.

py-bottom-up-attention

PyTorch bottom-up attention with Detectron2

sail-bli

Self-Augmented In-Context Learning for Unsupervised Word Translation (ACL 2024). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

transforer_run_bash

transformer

A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"

translagent

Code for Emergent Translation in Multi-Agent Communication

xling-eval

Code and resources for evaluating cross-lingual embedding spaces

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

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