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awesome-recsys

Recommender Systems 에 관련된 논문을 정리하고 있습니다.

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.

caffe

Caffe

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

emergent-comms-negotiation

Reproduce ICLR2018 submission "Emergent Communication through Negotiation"

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

mirror-bert

[EMNLP 2021] Mirror-BERT: Converting Pretrained Language Models to universal text encoders without labels.

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

rp

simcse

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings

specnorm

Spectral Normalization (SN): A very general language embedding normalization procedure that subsumes various previous approaches. SN removes the structural profiles across languages without destroying their intrinsic meaning.

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"

transformer-2017

A TensorFlow Implementation of the Transformer: Attention Is All You Need

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