Pinned Repositories
attention-bilstm-for-relation-classification
(minimal implementation) BiLSTM-Attention for Relation Classification
bilstm-pytorch-torchtext
Pytorch+TorchText: Kaggle comment classification task using simple BiLSTM
causal-ceg
Supplementary materials: Causal-Evidence Graph for Causal Relation Classification (SAC, 2024)
causal-llm
Supplementary materials: Prompt-based vs. Fine-tuned LLMs Toward Causal Graph Verification
hierarchical-attention-networks-for-document-classification
Pytorch implementation of "Hierarchical Attention Networks for Document Classification, 2016"
keras-elmo-glove
Keras: using Keras with ELMo vs Glove for sentiment analysis task
materials-word-embeddings
Word2Vec model trained across 640k+ materials science journal articles
seq2seq-learning-for-machine-translation
(minimal implementation) Seq2Seq models (Machine translation task, Japanese-English)
sequence-labeling-with-pytorch
(minimal implementation) BI-LSTM + CNN character encoder for sequence labeling task.
littleflow3r's Repositories
littleflow3r/attention-bilstm-for-relation-classification
(minimal implementation) BiLSTM-Attention for Relation Classification
littleflow3r/seq2seq-learning-for-machine-translation
(minimal implementation) Seq2Seq models (Machine translation task, Japanese-English)
littleflow3r/bilstm-pytorch-torchtext
Pytorch+TorchText: Kaggle comment classification task using simple BiLSTM
littleflow3r/hierarchical-attention-networks-for-document-classification
Pytorch implementation of "Hierarchical Attention Networks for Document Classification, 2016"
littleflow3r/bigru-crf-pytorch-sentence-segmentation
BiGRU-CRF based japanese sentence segmentation (pytorch)
littleflow3r/causal-ceg
Supplementary materials: Causal-Evidence Graph for Causal Relation Classification (SAC, 2024)
littleflow3r/causal-llm
Supplementary materials: Prompt-based vs. Fine-tuned LLMs Toward Causal Graph Verification
littleflow3r/sequence-labeling-with-pytorch
(minimal implementation) BI-LSTM + CNN character encoder for sequence labeling task.
littleflow3r/a-PyTorch-Tutorial-to-Sequence-Labeling
Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling
littleflow3r/annotation-tool
Repository for my annotation tool
littleflow3r/bertviz
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
littleflow3r/bioner-cross-sharing
littleflow3r/Causality4NLP_Papers
A reading list for papers on causality for natural language processing (NLP)
littleflow3r/CausaLM
CausaLM: Causal Model Explanation Through Counterfactual Language Models
littleflow3r/conlleval
conlleval in Python (script for chunking/NER evaluation)
littleflow3r/dcai-lab
Lab assignments for Introduction to Data-Centric AI, MIT IAP 2023 👩🏽💻
littleflow3r/eda_nlp
Code for the EMNLP-IJCNLP paper: Easy data augmentation techniques for boosting performance on text classification tasks.
littleflow3r/lexical-graph
🕸️WordNet visualization
littleflow3r/littleflow3r.github.io
HTML code for littleflow3r.github.io
littleflow3r/LM-CPPF
The official implementation of the ACL 2023 paper, "Paraphrasing-Guided Data Augmentation for Contrastive Prompt-based Few-shot Fine-tuning".
littleflow3r/mol2vec
Mol2vec - an unsupervised machine learning approach to learn vector representations of molecular substructures
littleflow3r/NeuroNLP2
Deep neural models for core NLP tasks (Pytorch version)
littleflow3r/Neuropathic-Pain-Diagnosis-Simulator
Neuropathic Pain Diagnosis Simulator
littleflow3r/nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
littleflow3r/path-to-causality
littleflow3r/pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
littleflow3r/pytorch_advanced
書籍「つくりながら学ぶ! PyTorchによる発展ディープラーニング」の実装コードを配置したリポジトリです
littleflow3r/RGCN-pytorch
Pytorch implementation of Relational GCN for node classification
littleflow3r/torch-light
Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.
littleflow3r/transformers