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bert_fp

Fine-grained Post-training for Improving Retrieval-based Dialogue Systems - NAACL 2021

bert_kp

BERT + external knowledge , response selection korea

capstone_design_sum

computer_vision-multigpu

Multi GPU Training Code for Deep Learning with PyTorch

computer_vision_neuralnetwork_assignment

cs231n 과제, 강화학습 과제

computervision_facial-emotion-detection

Facial expression recognition

distributed_programing

dl4marco-bert

excord

Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering (Kim et al., ACL 2021)

fid

Fusion-in-Decoder

flan

gpt-neo

An implementation of model parallel GPT2& GPT3-like models, with the ability to scale up to full GPT3 sizes (and possibly more!), using the mesh-tensorflow library.

knover

Large-scale open domain KNOwledge grounded conVERsation system based on PaddlePaddle

kogpt2-subtasks

NSMC, KorSTS ... fine-tunings

lab-project_sogang-nlp-labeling

lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

mesh-transformer-jax

Model parallel transformers in JAX and Haiku

nlp_assignment

자연어처리 수업 과제

nlp_dialog_msn-kg_rgcn

MSN + Dbpedia kg + RGCN

nlp_dialog_msn-pyramidnet-domain-knowledge

Multi-hop selector + pyramid net + AK-DE-biGRU

nlp_dialog_response_selection_msn_bert-albert

Multi-hop Selector+BERT ,ALBERT 임베딩

nlp_dialogue_bert-knowledge-ir

information retrieval, BERT, response selection, attention

nlp_elmo_pytorch_korea

한국어 ELMo 구현

nlp_koeran_dp

2019 국어경진대회 한국어 의존구문 분석 대상(문체부 장관상)

p-tuning

A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.

reformer_practice

resume

:page_facing_up::briefcase::tophat: A simple Jekyll + GitHub Pages powered resume template.

sparse_attention

Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

tensorflow-ml-nlp-tf2

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT2까지) 실습자료

ubar-multiwoz

AAAI 2021: "UBAR: Towards Fully End-to-End Task-Oriented Dialog System with GPT-2"