TEGRA: Text Encoding With Graph and Retrieval Augmentation for Misinformation Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Faye, Géraud, Ouerdane, Wassila, Gadek, Guillaume, Gatepaille, Sylvain, Hudelot, Céline |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Reliable News or Propagandist News? A Neurosymbolic Model Using Genre, Topic, and Persuasion Techniques to Improve Robustness in Classification
by: Faye, Géraud, et al.
Published: (2026)
by: Faye, Géraud, et al.
Published: (2026)
HYBRINFOX at CheckThat! 2024 -- Task 2: Enriching BERT Models with the Expert System VAGO for Subjectivity Detection
by: Casanova, Morgane, et al.
Published: (2024)
by: Casanova, Morgane, et al.
Published: (2024)
HYBRINFOX at CheckThat! 2024 -- Task 1: Enhancing Language Models with Structured Information for Check-Worthiness Estimation
by: Faye, Géraud, et al.
Published: (2024)
by: Faye, Géraud, et al.
Published: (2024)
HYBRINFOX at CheckThat! 2024 – Task 2: Enriching BERT Models with the Expert System VAGO for Subjectivity Detection
by: Casanova, Morgane, et al.
Published: (2024)
by: Casanova, Morgane, et al.
Published: (2024)
Exposing propaganda: an analysis of stylistic cues comparing human annotations and machine classification
by: Faye, Géraud, et al.
Published: (2024)
by: Faye, Géraud, et al.
Published: (2024)
A Multi-Label Dataset of French Fake News: Human and Machine Insights
by: Icard, Benjamin, et al.
Published: (2024)
by: Icard, Benjamin, et al.
Published: (2024)
Discovering Interpretable Biological Concepts in Single-cell RNA-seq Foundation Models
by: Claye, Charlotte, et al.
Published: (2025)
by: Claye, Charlotte, et al.
Published: (2025)
RAAR: Retrieval Augmented Agentic Reasoning for Cross-Domain Misinformation Detection
by: Liu, Zhiwei, et al.
Published: (2026)
by: Liu, Zhiwei, et al.
Published: (2026)
ConceptGuard: Neuro-Symbolic Safety Guardrails via Sparse Interpretable Jailbreak Concepts
by: Aswal, Darpan, et al.
Published: (2025)
by: Aswal, Darpan, et al.
Published: (2025)
RAMA: Retrieval-Augmented Multi-Agent Framework for Misinformation Detection in Multimodal Fact-Checking
by: Yang, Shuo, et al.
Published: (2025)
by: Yang, Shuo, et al.
Published: (2025)
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation
by: Yue, Zhenrui, et al.
Published: (2024)
by: Yue, Zhenrui, et al.
Published: (2024)
Research on Graph-Retrieval Augmented Generation Based on Historical Text Knowledge Graphs
by: Fan, Yang, et al.
Published: (2025)
by: Fan, Yang, et al.
Published: (2025)
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information
by: Liu, Zhiwei, et al.
Published: (2024)
by: Liu, Zhiwei, et al.
Published: (2024)
Multi-Agent Retrieval-Augmented Framework for Evidence-Based Counterspeech Against Health Misinformation
by: Anik, Anirban Saha, et al.
Published: (2025)
by: Anik, Anirban Saha, et al.
Published: (2025)
HiEAG: Evidence-Augmented Generation for Out-of-Context Misinformation Detection
by: Wu, Junjie, et al.
Published: (2025)
by: Wu, Junjie, et al.
Published: (2025)
BidirLM: From Text to Omnimodal Bidirectional Encoders by Adapting and Composing Causal LLMs
by: Boizard, Nicolas, et al.
Published: (2026)
by: Boizard, Nicolas, et al.
Published: (2026)
LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with External Knowledge Augmentation
by: Xuan, Keyang, et al.
Published: (2024)
by: Xuan, Keyang, et al.
Published: (2024)
Probabilistic Concept Graph Reasoning for Multimodal Misinformation Detection
by: Yang, Ruichao, et al.
Published: (2026)
by: Yang, Ruichao, et al.
Published: (2026)
Graph Neural Networks for Misinformation Detection: Performance-Efficiency Trade-offs
by: Kuntur, Soveatin, et al.
Published: (2026)
by: Kuntur, Soveatin, et al.
Published: (2026)
Reasoning About the Unsaid: Misinformation Detection with Omission-Aware Graph Inference
by: Wang, Zhengjia, et al.
Published: (2025)
by: Wang, Zhengjia, et al.
Published: (2025)
Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs
by: Boizard, Nicolas, et al.
Published: (2024)
by: Boizard, Nicolas, et al.
Published: (2024)
ColPali: Efficient Document Retrieval with Vision Language Models
by: Faysse, Manuel, et al.
Published: (2024)
by: Faysse, Manuel, et al.
Published: (2024)
Revisiting Anisotropy in Language Transformers: The Geometry of Learning Dynamics
by: Bernas, Raphael, et al.
Published: (2026)
by: Bernas, Raphael, et al.
Published: (2026)
MisinfoTeleGraph: Network-driven Misinformation Detection for German Telegram Messages
by: Kalkbrenner, Lu, et al.
Published: (2025)
by: Kalkbrenner, Lu, et al.
Published: (2025)
StreaMulT: Streaming Multimodal Transformer for Heterogeneous and Arbitrary Long Sequential Data
by: Pellegrain, Victor, et al.
Published: (2021)
by: Pellegrain, Victor, et al.
Published: (2021)
Detecting Hallucinations in Retrieval-Augmented Generation via Semantic-level Internal Reasoning Graph
by: Hu, Jianpeng, et al.
Published: (2026)
by: Hu, Jianpeng, et al.
Published: (2026)
Image-Text Out-Of-Context Detection Using Synthetic Multimodal Misinformation
by: Shalabi, Fatma, et al.
Published: (2024)
by: Shalabi, Fatma, et al.
Published: (2024)
Emotion Detection for Misinformation: A Review
by: Liu, Zhiwei, et al.
Published: (2023)
by: Liu, Zhiwei, et al.
Published: (2023)
Exploring Text Representations for Online Misinformation
by: Dogo, Martins Samuel
Published: (2024)
by: Dogo, Martins Samuel
Published: (2024)
Uncertainty Resolution in Misinformation Detection
by: Orlovskiy, Yury, et al.
Published: (2024)
by: Orlovskiy, Yury, et al.
Published: (2024)
EXCLAIM: An Explainable Cross-Modal Agentic System for Misinformation Detection with Hierarchical Retrieval
by: Wu, Yin, et al.
Published: (2025)
by: Wu, Yin, et al.
Published: (2025)
When Does Reasoning Matter? A Controlled Study of Reasoning's Contribution to Model Performance
by: Boizard, Nicolas, et al.
Published: (2025)
by: Boizard, Nicolas, et al.
Published: (2025)
Limited Effectiveness of LLM-based Data Augmentation for COVID-19 Misinformation Stance Detection
by: Choi, Eun Cheol, et al.
Published: (2025)
by: Choi, Eun Cheol, et al.
Published: (2025)
GraphSearch: An Agentic Deep Searching Workflow for Graph Retrieval-Augmented Generation
by: Yang, Cehao, et al.
Published: (2025)
by: Yang, Cehao, et al.
Published: (2025)
SpMis: An Investigation of Synthetic Spoken Misinformation Detection
by: Liu, Peizhuo, et al.
Published: (2024)
by: Liu, Peizhuo, et al.
Published: (2024)
Retrieval-Augmented Generation with Graphs (GraphRAG)
by: Han, Haoyu, et al.
Published: (2024)
by: Han, Haoyu, et al.
Published: (2024)
Structural Deep Encoding for Table Question Answering
by: Mouravieff, Raphaël, et al.
Published: (2025)
by: Mouravieff, Raphaël, et al.
Published: (2025)
GASE: Generatively Augmented Sentence Encoding
by: Frank, Manuel, et al.
Published: (2024)
by: Frank, Manuel, et al.
Published: (2024)
Knowledge Graph-Guided Retrieval Augmented Generation
by: Zhu, Xiangrong, et al.
Published: (2025)
by: Zhu, Xiangrong, et al.
Published: (2025)
Retrieval-Augmented Multimodal Depression Detection
by: Hou, Ruibo, et al.
Published: (2025)
by: Hou, Ruibo, et al.
Published: (2025)
Similar Items
-
Reliable News or Propagandist News? A Neurosymbolic Model Using Genre, Topic, and Persuasion Techniques to Improve Robustness in Classification
by: Faye, Géraud, et al.
Published: (2026) -
HYBRINFOX at CheckThat! 2024 -- Task 2: Enriching BERT Models with the Expert System VAGO for Subjectivity Detection
by: Casanova, Morgane, et al.
Published: (2024) -
HYBRINFOX at CheckThat! 2024 -- Task 1: Enhancing Language Models with Structured Information for Check-Worthiness Estimation
by: Faye, Géraud, et al.
Published: (2024) -
HYBRINFOX at CheckThat! 2024 – Task 2: Enriching BERT Models with the Expert System VAGO for Subjectivity Detection
by: Casanova, Morgane, et al.
Published: (2024) -
Exposing propaganda: an analysis of stylistic cues comparing human annotations and machine classification
by: Faye, Géraud, et al.
Published: (2024)