Tag: natural language processing
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StanceMoE: Advanced Mixture-of-Experts for Stance Detection
Discover StanceMoE, a Mixture-of-Experts model with BERT for high-accuracy actor-level stance detection in geopolitical texts.
Bayesian Inference for Multi-Dimensional Emotion Analysis
Explore Bayesian inference and emotion entanglement to improve multi-dimensional emotion understanding in NLP with the EmoScene benchmark.
REM-CTX: Reinforcement Learning for Automated Peer Review
Discover REM-CTX, an advanced system using reinforcement learning and auxiliary context to improve automated peer review accuracy and quality.
RiDiC Dataset for Long-Form Factuality Evaluation
Explore the RiDiC dataset designed to evaluate long-form factuality in multilingual LLMs using controlled popularity distributions.
Entropy-Guided Decoding to Boost LLM Reasoning Accuracy
Enhance large language model reasoning with entropy-guided decoding, improving accuracy and efficiency over traditional methods like greedy decoding.