jcyk

gtos

Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"

BERT

a simple yet complete implementation of the popular BERT model

greedyCWS

Source code for an ACL2017 paper on Chinese word segmentation

copyisallyouneed

Code for our ACL2021 paper Neural Machine Translation with Monolingual Translation Memory

CWS

Source code for an ACL2016 paper of Chinese word segmentation

AMR-gs

AMR Parsing via Graph-Sequence Iterative Inference

seqgen

Source code for our EMNLP19 paper "Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework"

Dynet-Biaffine-dependency-parser

Dynet-based Biaffine Parser

Skeleton-to-Response

Code for NAACL19 paper "Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory"

AMR-parser

AMR-parser. Code for EMNLP2019 paper "Core Semantic First: A Top-down Approach for AMR Parsing."

XAMR

memsizer

MSE-AMR

dialogue

some experiments on dialogue

jcyk.github.io

my personal website

knnlm

BCR

Measuring and Reducing Model Update Regression in Structured Prediction for NLP

AMR_AS_GRAPH_PREDICTION

knockknock

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

the-story-of-heads

This is a repository with the code for the ACL 2019 paper "Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned"

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地部署 (Chinese LLaMA & Alpaca LLMs)

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

frechet-bert-distance

Findings of ACL 2021

RetGenTutorial

SIGIR‘22 Tutorial：Recent Advances in Retrieval-Augmented Text Generation

sacrebleu

Reference BLEU implementation that auto-downloads test sets and reports a version string to facilitate cross-lab comparisons

smatch

Smatch tool: evaluation of AMR semantic structures

spring

SPRING is a seq2seq model for Text-to-AMR and AMR-to-Text (AAAI2021).

tensorflow

Computation using data flow graphs for scalable machine learning