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amr-tutorial

Abstract Meaning Representation (AMR) tutorial slides

amrlib

A python library that makes AMR parsing, generation and visualization simple.

antlr4-parser-for-python-3.8.12

An ANTLR4 Python grammar based on the official grammar

asdl_parser

Standalone ASDL parser for upstream CPython 3.x

ast-kg-rag-code-gen

Research project leveraging Abstract Syntax Trees and Knowledge Graphs with Retrieval-Augmented Generation to develop an advanced, context-aware code generation system using Language Server Protocol and Large Language Models.

ba-gnn

basts

This is the code repository for our ICPC 2021 paper "Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting"

bertranx-main

BERT encoder and a general-purpose Transition-based abstract syntaX parser

coacor

Code for "CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning" (WWW 2019)

code_search

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

codegen

Reference implementation of code generation projects from Facebook AI Research. General toolkit to apply machine learning to code, from dataset creation to model training and evaluation. Comes with pretrained models.

codegeneration

Prompt engineering with Langchain and fine-tuning the CodeLlama model. The main aim is to generate task-specific C++ code snippets. Experiment with various prompts and models to create accurate C++ code. Unit test is conducted to validate the correctness and effectiveness of the generated code snippets.

codesearch

Models and datasets for annotated code search.

codesearchnet

Datasets, tools, and benchmarks for representation learning of code.

compt

Code of our IJCAI2021 paper: "Learning Attributed Graph Representation with Communicative Message Passing Transformer"

concra

This repository contains the implementations of our experiments and our approach presented in the paper: CoNCRA: A Convolutional Neural Network Code Retrieval Approach

cqil

Learning Code-Query Interaction for Enhancing Code Searches

deep-generation

I used in this project a reccurent neural network to generate c code based on a dataset of c files from the linux repository.

degraphcs

dgms

Code for "Deep Graph Matching and Searching for Semantic Code Retrieval"

dsran

Code for journal paper "Learning Dual Semantic Relations with Graph Attention for Image-Text Matching", TCSVT, 2020.

exploitgen

ExploitGen is a template-augmented Exploit Code generation method based on CodeBERT, which accepted in JSS..

from-text-to-code-generation-pipeline-incorporating-various-llms

gcan

Graph-context Attention Networks for Size-varied Deep Graph Matching

gnn4cmr

PyTorch implementation of Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval

graphformers

gsmn

Implementation of our CVPR2020 paper, Graph Structured Network for Image-Text Matching

hierarchical-graph-attention-network

how-to-write-research-papers

Tips and know-hows for writing research papers

latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX