littleflow3r Goto Github PK

a-pytorch-tutorial-to-sequence-labeling

Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling

annotation-tool

Repository for my annotation tool

attention-based-bilstm-relation-extraction

Tensorflow Implementation of "Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification" (ACL 2016)

attention-bilstm-for-relation-classification

(minimal implementation) BiLSTM-Attention for Relation Classification

bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

bigru-crf-pytorch-sentence-segmentation

BiGRU-CRF based japanese sentence segmentation (pytorch)

bilstm-pytorch-torchtext

Pytorch+TorchText: Kaggle comment classification task using simple BiLSTM

bioner-cross-sharing

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

causality4nlp_papers

A reading list for papers on causality for natural language processing (NLP)

causalm

CausaLM: Causal Model Explanation Through Counterfactual Language Models

conlleval

conlleval in Python (script for chunking/NER evaluation)

dcai-lab

Lab assignments for Introduction to Data-Centric AI, MIT IAP 2023 👩🏽‍💻

eda_nlp

Code for the EMNLP-IJCNLP paper: Easy data augmentation techniques for boosting performance on text classification tasks.

elmo

elmo-pytorch

My implementation of ELMo with Pytorch

hierarchical-attention-networks-for-document-classification

Pytorch implementation of "Hierarchical Attention Networks for Document Classification, 2016"

imdb-transformer

A simple Neural Network for sentiment analysis, embedding sentences using a Transformer network.

keras-elmo-glove

Keras: using Keras with ELMo vs Glove for sentiment analysis task

kg-structure-as-prompt

Supplementary materials: KG Structure as Prompt: Improving Small Language Models Capabilities for Knowledge-based Causal Discovery

lexical-graph

🕸️WordNet visualization

littleflow3r.github.io

HTML code for littleflow3r.github.io

lm-cppf

The official implementation of the ACL 2023 paper, "Paraphrasing-Guided Data Augmentation for Contrastive Prompt-based Few-shot Fine-tuning".

materials-word-embeddings

Word2Vec model trained across 640k+ materials science journal articles

mol2vec

Mol2vec - an unsupervised machine learning approach to learn vector representations of molecular substructures

neuronlp2

Deep neural models for core NLP tasks (Pytorch version)

neuropathic-pain-diagnosis-simulator

Neuropathic Pain Diagnosis Simulator

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlptutorial

A Tutorial about Programming for Natural Language Processing