PyTorch-IE: State-of-the-art Information Extraction in PyTorch

Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification (ACL 2024)

[ACL23] This repository contains the code for our paper "MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset"

Argument classification with BERT plus contextual and structural features as text for ICONIP 2022.

Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness

A set of Python codes for the classification of biomedical relations based on the MeSH keywords of PubMed scholarly publications

A repository for my Diploma Thesis; "Semantic communications framework with Transformer based models"

A curated list of awesome sentiment analysis studies, in which attitude corresponds to the text position conveyed by Subject towards other Object mentioned in text such as: entities, events, etc.

An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extraction (EE) and Aspect-based Sentiment Analysis (ABSA).

CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation. EMNLP 2023.

We classify the relation between head and tail entity using a Naive Bayes model based on bag-of-words (BoW) features.

Framework to train RE models

Implementation of the link identification task in BERT.

Implemantation of a BERT cascade model

This repository contains the code of my solution for the SemEval-2022 Shared Task 10: Structured Sentiment Analysis.

For learning. Collecting techniques of each step from knowledge graph building processes.

Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"

A PyTorch-based toolkit for natural language processing

code of Relation Classification via Multi-Level Attention CNNs

This is a little Annotator tool using browser；这是一个基于浏览器运行的中文三元组（命名实体识别和关系分类）联合标注工具