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paper-nlp's Projects

adan icon adan

Language-Adversarial Training for Cross-Lingual Text Classification (TACL)

adv icon adv

Accompanying source code

asm icon asm

( NeurIPS 2020 ) Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation

clkd icon clkd

Cross-lingual Knowledge Distillation framework

crossfit icon crossfit

Code for paper "CrossFit :weight_lifting:: A Few-shot Learning Challenge for Cross-task Generalization in NLP" (https://arxiv.org/abs/2104.08835)

dsran icon dsran

Code for journal paper "Learning Dual Semantic Relations with Graph Attention for Image-Text Matching", TCSVT, 2020.

gatememn2n icon gatememn2n

Implementation of Gated End-to-End Memory Networks with sklearn-like interface using Tensorflow. Tasks are from the bAbl dataset.

graphlog icon graphlog

Implementation of Self-supervised Graph-level Representation Learning with Local and Global Structure (ICML 2021).

graphormer icon graphormer

Graphormer is a deep learning package that allows researchers and developers to train custom models for molecule modeling tasks. It aims to accelerate the research and application in AI for molecule science, such as material discovery, drug discovery, etc.

hatn icon hatn

Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)

img2img_sa icon img2img_sa

Unsupervised Image-to-Image Translation with Self-Attention Networks Official PyTorch Implementation (IEEE BigComp 2020, This paper has been accepted as a REGULAR paper presented at IEEE International Conference on BigComp 2020)

loant icon loant

code for NAACL 2021 paper "Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection"

memnn icon memnn

Memory Networks implementations

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