Natural Language Processing

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Representation-Aware Advantage Estimation: Your Reward Model Provides More Than A Scalar Output

 🎯RLHF  Content type: Academic
arxiv.org·

Annotation of Positive vs Negative User Interactions for Social Sign Prediction

 📝NLP  Content type: Academic
arxiv.org·

A Unifying Lens on Reward Uncertainty in RLHF

 🎯RLHF  Content type: Academic
arxiv.org·

Hidden Consensus:Preference-Validity Compression in Human Feedback

 🎯Fine-Tuning  Content type: Academic
arxiv.org·

Phase transition in large language models and the criticality of natural languages

 🤖AI  Content type: Academic
arxiv.org·

LLMCodec: Adapting Video Codecs for Efficient Weight Compression of Large Language Models

 💬LLMs  Content type: Academic
arxiv.org·

Beyond Patches: Superpixel Token-based Transformers for Attribute-Specific Fashion Retrieval

 🤖AI  Content type: Academic
arxiv.org·

When Vision Misleads, Let Location Speak: A Worldwide Image Geo-Localization Method via Location Attention Mechanism and Large Multimodal Models

 🤖AI  Content type: Academic
arxiv.org·

Imbuing Large Language Models with Bidirectional Logic for Robust Chain Repair

 🤖AI  Content type: Academic
arxiv.org·

Towards Robust Arabic Speech Emotion Recognition with Deep Learning

 🤖AI  Content type: Academic
arxiv.org·

Zero and Few Shot Load Forecasting with Large Language Models

 🧠Deep Learning  Content type: Academic
arxiv.org·

What Do People Actually Want From AI? Mapping Preference Plurality

 🎯RLHF  Content type: Academic
arxiv.org·

GRAMformer: Any-Order Modality Interactions via Volumetric Multimodal Cross-Attention

 🤖AI  Content type: Academic
arxiv.org·

Principled Agent Debate: Adversarial Arbitration for Sycophancy Reduction in Large Language Models

 🎛️Fine-tuning  Content type: Academic
arxiv.org·

Sparse Mixture-of-Experts Reward Models Learn Interpretable and Specialized Experts for Personalized Preference Modeling

 🎯RLHF  Content type: Academic
arxiv.org·

Causal Semantic Alignment for LLM-based Time Series Forecasting

 🤖AI  Content type: Academic
arxiv.org·

Reducing Hallucinations in Complex Question Answering using Simple Graph-based Retrieval-Augmented Generation (long version)

 💬LLMs  Content type: Academic
arxiv.org·

TeamHerald@CHIPSAL 2026: Hate Speech Detection and Sentiment Analysis of Nepali Memes using Transformer-based Architectures and Ensemble Learning

 📝NLP  Content type: Academic
arxiv.org·

GuardNet: Ensemble Strategies of Shallow Neural Networks for Robust Prompt Injection and Jailbreak Detection

 🤖AI  Content type: Academic
arxiv.org·

"Chi nas dal soch el sent de legn" -- Auditing Text Corpora for Lombard

 📝NLP  Content type: Academic
arxiv.org·

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