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XABSA

PASTE

Codes and Datasets for our EMNLP 2021 (main conference) Long Paper titled "PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction"

ABSA-DeBERTa

Resources for "Aspect-based Sentiment Analysis using BERT with Disentangled Attention" work

TOWE

Code and data for "Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling" (NAACL2019)

Position-Aware-Tagging-for-ASTE

Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.

SemEval-Triplet-data

Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.

YEDDA

YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.

asap

ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

MEAL-V2

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.

BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

BERT-NER-Pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

AI-Notes

:books: [.md & .ipynb] Series of Artificial Intelligence & Deep Learning, including Mathematics Fundamentals, Python Practices, NLP Application, etc. 💫 人工智能与深度学习实战，数理统计篇 | 机器学习篇 | 深度学习篇 | 自然语言处理篇 | 工具实践 Scikit & Tensoflow & PyTorch 篇 | 行业应用 & 课程笔记

AlgoNotes

【浅梦学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容

unify-parameter-efficient-tuning

Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)

visualization

a collection of visualization function

Waking-Up

计算机基础（计算机网络/操作系统/数据库/Git...）面试问题全面总结，包含详细的follow-up question以及答案；全部采用【问题+追问+答案】的形式，即拿即用，直击互联网大厂面试；可用于模拟面试、面试前复习、短期内快速备战面试...

BAT_interviews

:blue_book: 分享最新BAT面试题(包含机器学习,Linux,PHP,大数据,Python,Java,前端...),持续更新ing...

Statistical-Learning-Method_Code

手写实现李航《统计学习方法》书中全部算法

ABSA-QUAD

BERT-for-RRC-ABSA

code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

IKTN

Code for "An Iterative Knowledge Transfer Network with Routing for Aspect-based Sentiment Analysis"

Aspect-Based-Sentiment-Analysis

A paper list for aspect based sentiment analysis.

BERT-E2E-ABSA

[EMNLP 2019 Workshop] Exploiting BERT for End-to-End Aspect-based Sentiment Analysis

Generative-ABSA

autoprompt

AutoPrompt: Automatic Prompt Construction for Masked Language Models.

E2E-TBSA

[AAAI 2019] A Unified Model for Opinion Target Extraction and Target Sentiment Prediction

Senta

Baidu's open-source Sentiment Analysis System.

LCFS-BERT

The Local Context Focus Syntax-based BERT model to analyze aspect-based sentiment of product reviews on SemEval2014

Span-ASTE

Code Implementation of "Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction".