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Abuse Detection

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Abuse detection is the task of identifying abusive behaviors, such as hate speech, offensive language, sexism and racism, in utterances from social media platforms (Source: https://arxiv.org/abs/1802.00385).

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/SoLID-UNCC/TeamUNCC-HopeSpeech

https://github.com/UW-MSDS-DATA-598-Reproducibility-WI20/goel-modi-moroney-ramprasad-replication-project

Comparative Studies of Detecting Abusive Language on Twitter

https://github.com/ZeroxTM/BERT-CNN-Fine-Tuning-For-Hate-Speech-Detection-in-Online-Social-Media

A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media

https://github.com/abolim/Reproducibility-Research-Replication

Comparative Studies of Detecting Abusive Language on Twitter

https://github.com/allenai/scifact

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/askaydevs/distillbert-qa

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/asking28/offenseval2020

Racial Bias in Hate Speech and Abusive Language Detection Datasets

https://github.com/asking28/sentimix2020

Racial Bias in Hate Speech and Abusive Language Detection Datasets

https://github.com/ayeffkay/rubert-tiny

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/causalate-mitigates-bias/causal-ate-mitigates-bias

Detecting Online Hate Speech Using Context Aware Models

https://github.com/darsh10/HateXplain-Darsh

HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection

https://github.com/datascisteven/Automated-Hate-Tweet-Detection

Automated Hate Speech Detection and the Problem of Offensive Language

https://github.com/datascisteven/Twitter-Sentiment-Analysis

Automated Hate Speech Detection and the Problem of Offensive Language

https://github.com/debonil/hate-speech-detection

Detecting Hate Speech with GPT-3

https://github.com/dngback/co-forget-protocol

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/ecolab-postech/owq

OPT: Open Pre-trained Transformer Language Models

https://github.com/enzomuschik/distilfnd

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/epfml/collaborative-attention

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/examsherpa/Twitter-Sentiment-Analysis

Automated Hate Speech Detection and the Problem of Offensive Language

https://github.com/facebookresearch/EgoTV

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/fajri91/indommlu

Few-shot Learning with Multilingual Language Models

https://github.com/flexible-fl/flex-nlp

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/frankaging/Causal-Distill

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/franknb/Text-Summarization

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/hate-alert/DE-LIMIT

Deep Learning Models for Multilingual Hate Speech Detection

https://github.com/hate-alert/HateALERT-EVALITA

Hateminers : Detecting Hate speech against Women

https://github.com/hate-alert/HateXplain

HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection

https://github.com/huggingface/node-question-answering

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/huggingface/tflite-android-transformers

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/huynhduchuydp36/VLSP2019-SHARED-Task-Hate-Speech-Detection-on-Social-Networks-Using-Bi-Lstm

Hate Speech Detection on Vietnamese Social Media Text using the Bidirectional-LSTM Model

https://github.com/jackaduma/nude-detect

Evaluating Performance of an Adult Pornography Classifier for Child Sexual Abuse Detection

https://github.com/jaketae/pytorch-malware-detection

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/jiahongliu21/awesome-personalized-large-language-models

Personalized Large Language Models

https://github.com/knuddj1/op_text

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/knuddy/op_text

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/liangyuwang/zo2

OPT: Open Pre-trained Transformer Language Models

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.