中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

An extendible and configurable PDF manipulation layer library written in java.

Research code for pixel-based encoders of language (PIXEL)

A corpus of Biomedical papers annotated with mentions of UMLS entities.

Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"

This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Micr…

Source code for "Packed Levitated Marker for Entity and Relation Extraction"

Course : Introduction to Computer Systems

Code and Data for ACL 2020 paper "Few-Shot NLG with Pre-Trained Language Model"

Controlled text generation with programmable constraints

PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxiv.org/pdf/2210.14698.pdf

CUDA kernels for generalized matrix-multiplication in PyTorch

Official implementations for (1) BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation and (2) Discourse Centric Evaluation of Machine Translation with a Densely Annotated P…

Pytorch implementation of Highly Parallel Autoregressive Entity Linking with Discriminative Correction

Generic PyTorch implementation of einsum that supports different semirings

Code for ACL '19 paper: Towards Improving Neural Named Entity Recognition with Gazetteers

Collaboration with Microsoft, AWS, Google, and ETHZürich Analytics Club (2022 Datathon Project)

Automatic Generation of Scaffolding Questions for Learning Math, EMNLP 2022

A Structured Span Selector (NAACL 2022). A structured span selector with a WCFG for span selection tasks (coreference resolution, semantic role labelling, etc.)

Code Repository for "Please Mind the Root: Decoding Arborescences for Dependency Parsing" and "On Finding the K-best Non-projective Dependency Trees"

This repository contains code for the paper Direct Preference Optimization with an Offset (ODPO).

本工具采用随机算法计算指定文件夹内两两 .docx 文件间的相似性。

Spectral Probing (EMNLP 2022)

A PyTorch implementation of the CorefQA Model.