PlusOneZ

ProphetNet

A research project for natural language generation, containing the official implementations by MSRA NLC team.

CAST

Replication package for EMNLP 2021 paper: CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees

CodeT5

Home of CodeT5: Open Code LLMs for Code Understanding and Generation

code2vec

TensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code"

codenn

Summarizing Source Code using a Neural Attention Model - CODENN

DeepCom

Semaphore

A full-body keyboard using gestures to type through computer vision

code2seq

Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

ck

Code metrics for Java code by means of static analysis

great

The dataset for the variable-misuse task, used in the ICLR 2020 paper 'Global Relational Models of Source Code' [https://openreview.net/forum?id=B1lnbRNtwr]

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

deep-jit-inconsistency-detection

Deep Just-In-Time Inconsistency Detection Between Comments and Source Code: Artifact

actionwords

SG-Trans

NeuralCodeSum

Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].

ICLR20-Great

Data and Code for Reproducing "Global Relational Models of Source Code"

ICPC2020_GNN

Code for the ICPC 2020 paper Improved Source Code Summarization via a Graph Neural Network

Tongji-Beamer

:page_facing_up: 同济大学 Beamer / 幻灯片 模板，一个其他大学 Beamer 模板的本土化套壳，支持 Overleaf / Windows / Linux。

Comment-Classfication

Base on the paper of Why My Code Summarization Model Does Not Work: Code Comment Improvement with Category Prediction,I classfiered my data

FSE22_BuiltOntheRock

checkstyle

Checkstyle is a development tool to help programmers write Java code that adheres to a coding standard. By default it supports the Google Java Style Guide and Sun Code Conventions, but is highly configurable. It can be invoked with an ANT task and a command line program.

CodeTrek

A powerful relational representation of source code

SummEval

Resources for the "SummEval: Re-evaluating Summarization Evaluation" paper

HCI-FinalProject-SpeechAssessment

User interaction final project, demo about voice quality evaluation, using flask build

nltk

NLTK Source

similarityMetrics

rencos

CodeSumEvaluation

Replication package for ICSE2022 paper: On the Evaluation of Neural Code Summarization

factual_coco

The implementation of <Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation> in PyTorch.

deep-code-search

DeepCS: Deep Code Search