contextualized-representation 开源项目推荐（16 个）

Separius /awesome-sentence-embedding

预先训练的句子和单词嵌入模型的精心策划列表

FreeBirdsCrew /AI_ChatBot_Python

AI ChatBot using Python Tensorflow and Natural Language Processing (NLP) along side TFLearn

LiyuanLucasLiu /LD-Net

Language Model Pruning for Sequence Labeling

dheeraj7596 /ConWea

Code for the paper "Contextualized Weak Supervision for Text Classification"

icon-lab /DenoMamba

Official implementation of DenoMamba: A fused state-space model for low-dose CT denoising

LiyuanLucasLiu /ArabicNER

Arabic NER system with a strong performance

btaille /sincere

Code for "Let's Stop Incorrect Comparisons in End-to-end Relation Extraction!", EMNLP 2020

psychbruce /FMAT

😷 The Fill-Mask Association Test (FMAT): Measuring Propositions in Natural Language.

btaille /contener

Code for "Contextualized Embeddings in Named-Entity Recognition", ECIR 2020

hmohebbi /ValueZeroing

The official repo for the EACL 2023 paper "Quantifying Context Mixing in Transformers"

zekarias-tilahun /GAP

Implementation of GAP: Graph Neighborhood Attentive Pooling, https://arxiv.org/abs/2001.10394. A context-sensitve graph (network) representation learning algorithm that relies only on the structure of the graph.

rajathpatel23 /joint-kge-fnet-lm

Jointly Learning knowledge graph Embedding, Fine Grain Entity Types and Language Modeling.

tkhangg0910 /ViConBERT

Official Codebase for ViConBERT: Context-Gloss Aligned Vietnamese Word Embedding for Polysemous and Sense-Aware Representations - [SOICT 2025]

codiceSpaghetti /FakeNewsDetection

This project explores both Transfer Learning and Feature Extraction for obtaining contextual word embeddings using BERT-family model to solve a problem related to the Fake News Detection task, i.e. Stance Detection.

ewdlop /DataStructure-Algorithm-Note

Software -> Hardware for performance; Hardware -> Software for robustness;

constantjxyz /HypKG

HypKG: Hypergraph-based Knowledge Graph Contextualization for Precision Healthcare