85 open source projects by thunlp

An Open-Source Package for Knowledge Embedding (KE)

Must-read papers on network representation learning (NRL) / network embedding (NE)

Source code for ACL 2019 paper "Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge"

An Open-Source Package for Textual Adversarial Attack.

An Open-Source Package for Information Retrieval.

The source code of ACL 2018 paper "Denoising Distantly Supervised Open-Domain Question Answering".

Improved Word Representation Learning with Sememes

Source code and datasets of "CANE: Context-Aware Network Embedding for Relation Modeling"

An Efficient Chinese Text Classifier

Joint Neural Relation Extraction with Text and KGs

Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification

Must-read Papers on Sememe Computation

Entity-Duet Neural Ranking Model

Must-read papers on graph neural networks (GNN)

An Efficient Lexical Analyzer for Chinese

OOP Course Material & QA

An Open-Source Package for Network Embedding (NE)

NLP Course Material & QA

The source code of our COLING'18 paper "Few-Shot Charge Prediction with Discriminative Legal Attributes".

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)

The source codes for Fine-grained Fact Verification with Kernel Graph Attention Network.

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

Code and dataset of AAAI2020 Paper Neural Snowball for Few-Shot Relation Learning

Max-margin DeepWalk

Dataset and baseline for ACL 2019 paper "XQA: A Cross-lingual Open-domain Question Answering Dataset"

Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"

Topical Word Embeddings

Source code for EMNLP-IJCNLP 2019 paper "HMEAE: Hierarchical Modular Event Argument Extraction".

codes accompanying ACL 2019 paper Quantifying the Similarity between Relations with Fact Distributions

Must-read papers on neural relation extraction (NRE)

Must-read papers on Machine Reading Comprehension

Must-read Papers on Textual Adversarial Attack and Defense

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

An Efficient Lexical Analyzer for Chinese

A Large-Scale Few-Shot Relation Extraction Dataset

中文谣言数据

An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlow

THUOCL（THU Open Chinese Lexicon）中文词库

Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.

An Efficient implementation of TransE and its extended models for Knowledge Representation Learning

Core Data of HowNet and OpenHowNet Python API

An Open-Source Package for Neural Relation Extraction (NRE)

An Efficient Lexical Analyzer for Chinese

Neural Sentiment Classification

A Package of Keyphrase Extraction and Social Tag Suggestion

Prompt Tuning with Rules

Neural Entity Typing with Language Model Enhancement