zhangr2021's repositories
Advances-in-Label-Noise-Learning
A curated (most recent) list of resources for Learning with Noisy Labels
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
awesome-relation-extraction
📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).
bert-for-inference
A small repo showing how to easily use BERT (or other transformers) for inference
best-subset
Comparisons between best subset selection and other popular estimators for sparse regression
camel
🐫 CAMEL: Communicative Agents for “Mind” Exploration of Large Scale Language Model Society
Causality4NLP_Papers
A reading list for papers on causality for natural language processing (NLP)
CausalityNER-POLITICS
Code, data, and models for "POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection"
CDR
ICLR‘2021: Robust Early-learning: Hindering the Memorization of Noisy Labels
deepspeare
Code for Deep-speare: a joint neural model of poetic language, meter and rhyme
ganbert
Enhancing the BERT training with Semi-supervised Generative Adversarial Networks
generative_agents
Generative Agents: Interactive Simulacra of Human Behavior
label-errors
🛠️ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSet
lancet
Lancet Countdown project
Opus-MT
Open neural machine translation models and web services
prodigy
prodigy setup
scite
Causality Extraction based on Self-Attentive BiLSTM-CRF with Transferred Embeddings
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
vaderSentiment
VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.