SIAT NLP

MAMS-for-ABSA

A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.

GALAXY

Official repository of the AAAI'2022 paper "GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection"

HanFei

国内首个全参数训练的法律大模型 HanFei-1.0 (韩非)

TransDG

Source code for the paper "Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering".

CpRec

A Generic Network Compression Framework for Sequential Recommender Systems

TTOS

Official repository of the EMNLP'2020 paper "Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training"

transformer-pytorch

A PyTorch implementation of transformer for text generation.

DDMN

Code and data for the paper "Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems".

NLP-docs

Docs of NLP/deep Learning/machine learning, etc. https://siat-nlp.github.io/docs

IPRLS

Code and data for the SIGIR'2021 paper "Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification"

dialogue-models

This repository contains reconstructed code for dialogue models.

MGMA

Official repository of the KBS'2021 paper "Multi-Goal Multi-agent Learning for Task-oriented Dialogue with Two-to-One Teacher-Student Learning"

TPEM

Code and data for the ACL'2021 paper "Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking"

IPSRec

Code and data for the SIGIR'2022 paper "Item-Provider Co-learning for Sequential Recommendation" (IPSRec)

seq2seq-pytorch

This repository contains RNN, CNN, Transformer based Seq2Seq implementation.

Multi-task-Learning-for-Answer-Selection

A Multi-Task Learning Approach for Answer Selection: A Study and a Chinese Law Dataset

Knowledge-driven-dialogue

Knowledge-driven-dialogue

MADY

capsule_text_classification

GPSP-for-Heterogeneous-Network-Embedding

GPSP: Graph Partition and Space Projection based Approach for Heterogeneous Network Embedding

HSEMEC-code-data

Learning-Document-Embeddings-with-Crossword-Prediction

Learning Document Embeddings with Crossword Prediction

NLP-Capsule

Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications

STER

PyTorch code for "Exploring Privileged Features for Relation Extraction with Contrastive Student-Teacher Learning"

Multi-task-Learning-for-Abstractive-Text-Summarization

A Multi-task Learning Framework for Abstractive Text Summarization

docs

Repository for SIAT NLP Documentation website.

JASM

MCL

Multi-task-Learning-for-Author-Profiling

Multi-task Learning for Author Profiling with Hierarchical Features

Restaurant-Digital-Camera-Reviews-Dataset

Two Chinese datasets by manually annotating the restaurant and digital camera reviews.