Advancing Annotation of Stance in Social Media Posts: A Comparative Analysis of Large Language Models and Crowd Sourcing
Fuente:
arXiv
Guardado en:
| Autores principales: | Li, Mao, Conrad, Frederick |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
FastLexRank: Efficient Lexical Ranking for Structuring Social Media Posts
por: Li, Mao, et al.
Publicado: (2024)
por: Li, Mao, et al.
Publicado: (2024)
Stance Detection on Social Media with Fine-Tuned Large Language Models
por: Gül, İlker, et al.
Publicado: (2024)
por: Gül, İlker, et al.
Publicado: (2024)
Chain of Stance: Stance Detection with Large Language Models
por: Ma, Junxia, et al.
Publicado: (2024)
por: Ma, Junxia, et al.
Publicado: (2024)
Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform
por: Cheng, Mingyue, et al.
Publicado: (2024)
por: Cheng, Mingyue, et al.
Publicado: (2024)
Optimizing Social Media Annotation of HPV Vaccine Skepticism and Misinformation Using Large Language Models: An Experimental Evaluation of In-Context Learning and Fine-Tuning Stance Detection Across Multiple Models
por: Sun, Luhang, et al.
Publicado: (2024)
por: Sun, Luhang, et al.
Publicado: (2024)
TruthStance: An Annotated Dataset of Conversations on Truth Social
por: Ameen, Fathima, et al.
Publicado: (2026)
por: Ameen, Fathima, et al.
Publicado: (2026)
Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning
por: Taranukhin, Maksym, et al.
Publicado: (2024)
por: Taranukhin, Maksym, et al.
Publicado: (2024)
Prompting and Fine-Tuning Open-Sourced Large Language Models for Stance Classification
por: Cruickshank, Iain J., et al.
Publicado: (2023)
por: Cruickshank, Iain J., et al.
Publicado: (2023)
SCRum-9: Multilingual Stance Classification over Rumours on Social Media
por: Li, Yue, et al.
Publicado: (2025)
por: Li, Yue, et al.
Publicado: (2025)
Investigating Chain-of-thought with ChatGPT for Stance Detection on Social Media
por: Zhang, Bowen, et al.
Publicado: (2023)
por: Zhang, Bowen, et al.
Publicado: (2023)
Reasoner Outperforms: Generative Stance Detection with Rationalization for Social Media
por: Yuan, Jiaqing, et al.
Publicado: (2024)
por: Yuan, Jiaqing, et al.
Publicado: (2024)
Language Independent Stance Detection: Social Interaction-based Embeddings and Large Language Models
por: de Landa, Joseba Fernandez, et al.
Publicado: (2022)
por: de Landa, Joseba Fernandez, et al.
Publicado: (2022)
A Comparative Evaluation of Large Language Models for Persian Sentiment Analysis and Emotion Detection in Social Media Texts
por: Tohidi, Kian, et al.
Publicado: (2025)
por: Tohidi, Kian, et al.
Publicado: (2025)
Enhancing Stance Classification on Social Media Using Quantified Moral Foundations
por: Zhang, Hong, et al.
Publicado: (2023)
por: Zhang, Hong, et al.
Publicado: (2023)
Measuring Large Language Models Capacity to Annotate Journalistic Sourcing
por: Vincent, Subramaniam, et al.
Publicado: (2024)
por: Vincent, Subramaniam, et al.
Publicado: (2024)
A Benchmark for Cross-Domain Argumentative Stance Classification on Social Media
por: Yuan, Jiaqing, et al.
Publicado: (2024)
por: Yuan, Jiaqing, et al.
Publicado: (2024)
Crowd Intelligence for Early Misinformation Prediction on Social Media
por: Sundriyal, Megha, et al.
Publicado: (2024)
por: Sundriyal, Megha, et al.
Publicado: (2024)
Leveraging Large Language Models to Geolocate Linguistic Variations in Social Media Posts
por: Savarro, Davide, et al.
Publicado: (2024)
por: Savarro, Davide, et al.
Publicado: (2024)
Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration
por: Li, Ang, et al.
Publicado: (2024)
por: Li, Ang, et al.
Publicado: (2024)
Can Large Language Models Address Open-Target Stance Detection?
por: Akash, Abu Ubaida, et al.
Publicado: (2024)
por: Akash, Abu Ubaida, et al.
Publicado: (2024)
Robust Stance Detection: Understanding Public Perceptions in Social Media
por: Kim, Nayoung, et al.
Publicado: (2023)
por: Kim, Nayoung, et al.
Publicado: (2023)
Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models
por: Yang, Ruichao, et al.
Publicado: (2024)
por: Yang, Ruichao, et al.
Publicado: (2024)
Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models
por: Zhang, Jiayi, et al.
Publicado: (2025)
por: Zhang, Jiayi, et al.
Publicado: (2025)
Z-AGI Labs at ClimateActivism 2024: Stance and Hate Event Detection on Social Media
por: Narayan, Nikhil, et al.
Publicado: (2024)
por: Narayan, Nikhil, et al.
Publicado: (2024)
A Survey of Stance Detection on Social Media: New Directions and Perspectives
por: Zhang, Bowen, et al.
Publicado: (2024)
por: Zhang, Bowen, et al.
Publicado: (2024)
EcoVerse: An Annotated Twitter Dataset for Eco-Relevance Classification, Environmental Impact Analysis, and Stance Detection
por: Grasso, Francesca, et al.
Publicado: (2024)
por: Grasso, Francesca, et al.
Publicado: (2024)
Large Language Models as Automatic Annotators and Annotation Adjudicators for Fine-Grained Opinion Analysis
por: Negi, Gaurav, et al.
Publicado: (2026)
por: Negi, Gaurav, et al.
Publicado: (2026)
Depression Detection on Social Media with Large Language Models
por: Lan, Xiaochong, et al.
Publicado: (2024)
por: Lan, Xiaochong, et al.
Publicado: (2024)
Predicting User Stances from Target-Agnostic Information using Large Language Models
por: Loh, Siyuan Brandon, et al.
Publicado: (2024)
por: Loh, Siyuan Brandon, et al.
Publicado: (2024)
Can Large Language Models Match Tutoring System Adaptivity? A Benchmarking Study
por: Borchers, Conrad, et al.
Publicado: (2025)
por: Borchers, Conrad, et al.
Publicado: (2025)
CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media
por: Huang, Tianyi, et al.
Publicado: (2025)
por: Huang, Tianyi, et al.
Publicado: (2025)
Annotation Quality in Aspect-Based Sentiment Analysis: A Case Study Comparing Experts, Students, Crowdworkers, and Large Language Model
por: Donhauser, Niklas, et al.
Publicado: (2026)
por: Donhauser, Niklas, et al.
Publicado: (2026)
Augmenting Human-Annotated Training Data with Large Language Model Generation and Distillation in Open-Response Assessment
por: Borchers, Conrad, et al.
Publicado: (2025)
por: Borchers, Conrad, et al.
Publicado: (2025)
Guiding Large Language Models to Post-Edit Machine Translation with Error Annotations
por: Ki, Dayeon, et al.
Publicado: (2024)
por: Ki, Dayeon, et al.
Publicado: (2024)
SocialPET: Socially Informed Pattern Exploiting Training for Few-Shot Stance Detection in Social Media
por: Khiabani, Parisa Jamadi, et al.
Publicado: (2024)
por: Khiabani, Parisa Jamadi, et al.
Publicado: (2024)
The MediaSpin Dataset: Post-Publication News Headline Edits Annotated for Media Bias
por: Verma, Preetika, et al.
Publicado: (2024)
por: Verma, Preetika, et al.
Publicado: (2024)
Extracting Disaster Impacts and Impact Related Locations in Social Media Posts Using Large Language Models
por: Hameed, Sameeah Noreen, et al.
Publicado: (2025)
por: Hameed, Sameeah Noreen, et al.
Publicado: (2025)
DimStance: Multilingual Datasets for Dimensional Stance Analysis
por: Becker, Jonas, et al.
Publicado: (2026)
por: Becker, Jonas, et al.
Publicado: (2026)
MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media
por: Zhai, Wei, et al.
Publicado: (2024)
por: Zhai, Wei, et al.
Publicado: (2024)
IDEAlign: Comparing Large Language Models to Human Experts in Open-ended Interpretive Annotations
por: Nam, Hyunji, et al.
Publicado: (2025)
por: Nam, Hyunji, et al.
Publicado: (2025)
Ejemplares similares
-
FastLexRank: Efficient Lexical Ranking for Structuring Social Media Posts
por: Li, Mao, et al.
Publicado: (2024) -
Stance Detection on Social Media with Fine-Tuned Large Language Models
por: Gül, İlker, et al.
Publicado: (2024) -
Chain of Stance: Stance Detection with Large Language Models
por: Ma, Junxia, et al.
Publicado: (2024) -
Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform
por: Cheng, Mingyue, et al.
Publicado: (2024) -
Optimizing Social Media Annotation of HPV Vaccine Skepticism and Misinformation Using Large Language Models: An Experimental Evaluation of In-Context Learning and Fine-Tuning Stance Detection Across Multiple Models
por: Sun, Luhang, et al.
Publicado: (2024)