Context-Aware Multimodal Claim Verification in Spoken Dialogues

arXiv:2606.11420 · cs.CL, cs.SI · Submitted 2026-06-09 · Read on arXiv

cs.CL, cs.SI

Submitted: 2026-06-09

Updated: 2026-09-22

Terminology

• Verification — 32× in this paper · explained in 2 episodes
• AUC — 25× in this paper · explained in 2 episodes
• Benchmark — 19× in this paper · explained in 2 episodes
• Calibration — 9× in this paper · explained in 7 episodes
• Alignment — 7× in this paper · explained in 1 episode
• Fidelity — 3× in this paper · explained in 2 episodes
• Multimodal Fusion — 3× in this paper · explained in 3 episodes
• Self-Supervised Learning — 3× in this paper · explained in 8 episodes
• Automatic Speech Recognition — 2× in this paper
• Embeddings — 2× in this paper · explained in 2 episodes
• F1 Score — 2× in this paper · explained in 3 episodes
• Verifier — 2× in this paper · explained in 2 episodes
• Automatic Speech Recognition (ASR) — 1× in this paper · explained in 2 episodes
• Benchmarking — 1× in this paper · explained in 4 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Foundation Model — 1× in this paper · explained in 3 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes
• Late Fusion — 1× in this paper · explained in 2 episodes
• Natural Language Inference (NLI) — 1× in this paper · explained in 2 episodes
• Provenance — 1× in this paper · explained in 4 episodes
• Regularization — 1× in this paper · explained in 3 episodes
• Representation Learning — 1× in this paper · explained in 2 episodes
• Transformer — 1× in this paper · explained in 2 episodes
• alpha — 1× in this paper · explained in 1 episode

Sources

• MAD: A Benchmark for Multi-Turn Audio Dialogue Fact-Checking
• The Spotify Podcast Dataset
• RoBERTa: A Robustly Optimized BERT Pretraining Approach
• GPT-4 Technical Report
• Gemini: A Family of Highly Capable Multimodal Models

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