GitHub topics: stance-detection

Repositories

nicolay-r/awesome-sentiment-attitude-extraction

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.

Size: 1.46 MB - Last synced at: 5 days ago - Pushed at: 3 months ago - Stars: 19 - Forks: 1

checkstep/mole-stance

MoLE: Cross-Domain Label-Adaptive Stance Detection

Language: Python - Size: 47.9 KB - Last synced at: 23 days ago - Pushed at: about 3 years ago - Stars: 17 - Forks: 5

tweetpie/stance-directed-humanizing-ai

Towards a Programmable Humanizing AI through Scalable Stance-Directed Architecture

Size: 8.52 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

knifeyy/Stance_detection_with_attention_layer

Attempted to develop a single, end to end stance detection system that consists of lexical and similarity features passed through a multi-layer perceptron (MLP) with one hidden layer. Further, have incorporated attention vectors in the initial layers and compared results of both models.

Language: Jupyter Notebook - Size: 4.53 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

hanshanley/tracking-takes

GitHub Repo for the USENIX 2025 paper Tracking the Takes and Trajectories of English-Language News Narratives across Trustworthy and Worrisome Websites

Language: Python - Size: 5.65 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

10kH/LOGIC

LOGIC: LLM-Originated Guidance for Internal Cognitive Improvement of Small Language Models in Stance Detection (PeerJ Computer Science, SCIE-Q1, 2024)

Language: Python - Size: 29.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Zarharan/FarExStance

FarExStance: The first and largest claim-based explainable stance detection dataset on Farsi

Language: Python - Size: 149 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Ali-Mhrez/Stance-Detection-DL-Models

This repository explores stance detection using deep learning techniques. It investigates the effectiveness of various models, including MLP, CNN, BiLSTM, and their combinations, on the AraStance dataset (Alhindi et al., 2021). The code and results of the experiments are provided, offering insights into the strengths and weaknesses of each model.

Language: Jupyter Notebook - Size: 15.3 MB - Last synced at: 25 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Ali-Mhrez/Stance-Detection-MBERT-Features

This repository provides the implementation and results of experiments using Multilingual BERT (mBERT) features as input to CNN and LSTM architectures for the task of Stance Detection. we explore two approaches to feature extraction: using the final layer, and concatenating the features from the last four layers.

Language: Jupyter Notebook - Size: 223 KB - Last synced at: 13 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Ali-Mhrez/Stance-Detection-MLLM

This repository provides code to fine-tune four multi-lingual language models (MBERT, XLM-RoBERTa, DistilmBERT, and MDeBERTa) on AraStance dataset (Alhindi et al., 2021). The repository includes notebooks for training, evaluation, and making predictions with the fine-tuned models.

Language: Jupyter Notebook - Size: 74.2 KB - Last synced at: 19 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Ali-Mhrez/Stance-Detection-Arabic-LM

This repository provides code to fine-tune several Arabic language models on AraStance dataset (Alhindi et al., 2021). The repository includes notebooks for training, evaluation, and making predictions with the fine-tuned models.

Language: Jupyter Notebook - Size: 127 KB - Last synced at: 19 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

fcas8/fss_project

Replication package for research paper "The growing positivity toward AI: a multi-year sentiment analysis of Twitter posts"

Language: Python - Size: 271 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

EliasK93/instruction-fine-tuned-gemma-2-for-stance-detection

Example application for applying QLoRA-based Parameter-Efficient Fine-Tuning (PEFT) to a Stance Detection task using Gemma-2-9B-Instruct

Language: Python - Size: 1.98 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

fzanart/fact-checking-pipeline

Fact-checking pipeline for climate change-related claims.

Language: Python - Size: 771 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

werywjw/MultiClimate

[EMNLP 2024 Workshop NLP4PI]🌏 MultiClimate: Multimodal Stance Detection on Climate Change Videos 🌎

Language: Jupyter Notebook - Size: 1.7 GB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

EliasK93/qlora-based-efficient-fine-tuning-for-sentence-pair-classification

Example application for applying QLoRA-based Parameter-Efficient Fine-Tuning (PEFT) to a sentence pair classification task using Mistral-7B and Llama3-8B

Language: Python - Size: 480 KB - Last synced at: 13 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

godofecht/StanceDetector

Improved stance prediction model

Language: Jupyter Notebook - Size: 15.8 MB - Last synced at: 6 days ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

sumeetkr/AwesomeStanceLearning

The page lists recent research developments in the area of Stance Learning.

Size: 66.4 KB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 53 - Forks: 15

zzbn12345/Climate_Stance_Multimodal

The code and data for the Paper 'Inferring Climate Change Stances from Multimodal Tweets' accepted by the Short Paper track of SIGIR 2024

Language: Jupyter Notebook - Size: 245 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0

Elena-Semerova/ru_stance_detection_twitter

Bachelor Thesis (HSE FCS AMI) "Analysis of Recent Topics in Social Networks Using Natural Language Processing"

Language: Jupyter Notebook - Size: 1.02 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

elamraniadnane1/CSC5382_SP24_FINALPROJECT

SP24_PROJECT

Language: Jupyter Notebook - Size: 216 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

marjanhs/procon20

Dataset associated with the "Stance Prediction for Contemporary Issues: Data and Experiments" SocialNLP@ACL2020 paper

Language: Python - Size: 5.31 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 3

jeongwhanchoi/CHIMERA-Stance-Detector-Extension Fork of chimera-detector/Extension

This chrome extension would work as user interface by following stance/clickbait detection of Internet news

Size: 166 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

prakharsdev/Sarcasm-Detection-with-Stance-Detection

Language: Jupyter Notebook - Size: 1.81 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 1

tobiasschreieder/aramis-image-argument-search

This repository represents the attempt for the Touché Task 3: Image Retrival for Arguments by the group Aramis (Copy of the original repository)

Language: Python - Size: 371 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Xiefeng69/stance-detection-for-covid19-related-health-policies

[DASFAA2023] Adversarial Learning-based Stance Classifier for COVID-19-related Health Policies (code&data)

Language: Python - Size: 860 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 1

checkstep/senti-stance

Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-Training

Language: Python - Size: 43.7 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 16 - Forks: 2

Moenupa/tweet-dynamics-us-election-2020

Exploring Public Opinion Dynamics From 2020 U.S. Election Tweets, CSC440 Fall 2023

Language: Jupyter Notebook - Size: 213 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

rstodden/stance-detection

Code for "Using Masked Language Model Probabilities of Connectives for Stance Detection in English Discourse"

Language: Jupyter Notebook - Size: 101 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Shakleen/News-Outlet-Freedom-Detection

Identify the freedom of a local news outlet by comparing sentiment and stance of published news against international outlets.

Language: Jupyter Notebook - Size: 8.71 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

joh-ga/german-tweetstance-russiaukrainewar

German Twitter Stance Detection With BERT on the Russo-Ukrainian Conflict

Language: Python - Size: 14 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

marjanhs/stance

a stance detection model based on pre-trained language model

Language: Python - Size: 1.38 MB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

vinayakumarr/Ibereval-2017

Stance and Gender Detection in Tweets on Catalan Independence

Language: Python - Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 2

mohammadoumar/bert_span_representation

Implementation of the Kurybayashi et al. text span representation method using LLMs

Language: Jupyter Notebook - Size: 626 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

GU-DataLab/stance-detection-KE-MLM

Official resource of the paper "Knowledge Enhanced Masked Language Model for Stance Detection", NAACL 2021

Language: Python - Size: 104 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 34 - Forks: 2

lordzuko/Transformer-Stance-Detection

This is a transformer based implementation for Stance Detection with Bidirectional Conditional Encoding

Language: Python - Size: 65.9 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1

liviucotfas/covid-19-vaccination-hesitancy-delta-omicron

This repository contains the annotated dataset referenced in the paper "Unveiling Vaccine Hesitancy on Twitter: Analyzing Trends and Reasons during the Emergence of COVID-19 Delta and Omicron Variants".

Size: 58.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Simoniuss/HLT-project

Project for Human Language Technologies course, at the University of Pisa. Comparison of different classifier models for a stance detection task.

Language: Jupyter Notebook - Size: 11.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

GraphDetec/MGTAB

A Multi-relational Graph-Based Twitter Account Detection Benchmark

Language: Python - Size: 65.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 36 - Forks: 5

lejohnyjohn/learning-stance-embeddings-from-signed-social-graphs

This repo contains the code and datasets from our paper Learning Stance Embeddings from Signed Social Graphs.

Language: Jupyter Notebook - Size: 67.4 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 2

Nish-19/BERT_Tutorial

Code for using BERT embeddings and fine-tuning for classification tasks

Language: Python - Size: 133 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 4

UKPLab/mdl-stance-robustness

Multi-dataset stance detection and robustness experiments

Language: Python - Size: 480 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 36 - Forks: 12

junchaoIU/NLP-Learning-Notes

🧠 NLP笔记，入门概念，基础知识，研究方法，顶会研读

Size: 28.3 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 2

GU-DataLab/PoliBERTweet

A transformer-based language model trained on politics-related Twitter data. This repo is the official resource of the paper "PoliBERTweet: A Pre-trained Language Model for Analyzing Political Content on Twitter", LREC 2022

Size: 52.7 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 0

chimera-detector/Server 📦

This chrome extension would work as Server by following Chrome Extension User Interface

Language: CSS - Size: 30.2 MB - Last synced at: 8 months ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

NLP-Team-Unibo/stance-prediction

Implicit Stance Prediction on Political Debates using Speech Features

Language: Jupyter Notebook - Size: 1.34 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

DanieleMorotti/Argument-retrieval-for-comparative-questions

Neural Language Processing (NLP) project (AY 2022/2023)

Language: Jupyter Notebook - Size: 1.37 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

codiceSpaghetti/FakeNewsDetection

This project explores both Transfer Learning and Feature Extraction for obtaining contextual word embeddings using BERT-family model to solve a problem related to the Fake News Detection task, i.e. Stance Detection.

Language: Jupyter Notebook - Size: 3.29 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

NLPLab-IUST/adversarial_stance_detection

This repository contains the data and source code used in NAACL 2021 main conference paper Adversarial Learning for Zero-Shot Stance Detection on Social Media.

Language: Python - Size: 507 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1

veedata/Stance-Detection

Twitter Stance Detection Project for CSE 573 at ASU. Utilizes KMeans, Decision Tree

Language: Jupyter Notebook - Size: 14.1 MB - Last synced at: 24 days ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

BinLiang-NLP/JointCL Fork of HITSZ-HLT/JointCL

[ACL 2022] JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection

Language: Python - Size: 4.6 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

liviucotfas/covid-19-vaccination-hesitancy

This repository contains the annotated dataset, the unigrams, bigrams and trigrams referenced in the paper "COVID-19 Vaccine Hesitancy in the Month Following the Start of the Vaccination Process" published in the International Journal of Environmental Research and Public Health.

Size: 1.03 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

Zarharan/PersianStanceDetection

The first Persian stance detection dataset and model

Language: Jupyter Notebook - Size: 9.08 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1

nlp-grp/stance_comparison

Parush Gera, Tempestt Neal. A Comparative Analysis of Stance Detection Approaches and Datasets. Proceedings of the EVAL4NLP workshop at Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP) 2022.

Language: Jupyter Notebook - Size: 6.03 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Yikai-Wang/Attention-Based-Siamese-Text-CNN-for-Stance-Detection

Final project for NLP(DATA130006) in Fudan university.

Language: Python - Size: 14.2 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 16 - Forks: 14

Ayushk4/stance-dataset

The Pytorch code for baselines and dataset accompanying the NAACL 2021 paper - "tWT–WT: A Dataset to Assert the Role of Target Entities for Detecting Stance of Tweets"

Language: Python - Size: 1.9 MB - Last synced at: 16 days ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 0

liviucotfas/covid-19-vaccination-stance-detection

This repository contains the annotated dataset, the unigrams, bigrams and trigrams referenced in the paper "The Longest Month: Analyzing the Dynamics of Opinions Regarding COVID-19 Vaccination from Tweets in the Month following the First Vaccine Announcement" published in IEEE Access.

Size: 185 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 3