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Theory

4950 directly classified papers

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Papers

Fast and Synchronous Crash Consistency with Metadata Write-Once File System OSDI 2025
From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks ACL 2025
SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation EMNLP 2025
Arena-lite: Efficient and Reliable Large Language Model Evaluation via Tournament-Based Direct Comparisons EMNLP 2025
ReproHum #0033-05: Human Evaluation of Factuality from A Multidisciplinary Perspective ACL 2025
Evaluating LLMs with Multiple Problems at once ACL 2025
Circuit Complexity Bounds for RoPE-based Transformer Architecture EMNLP 2025
Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey EMNLP 2025
Biological Sequence Kernels with Guaranteed Flexibility JMLR 2025
CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control JMLR 2025
Proper losses regret at least 1/2-order JMLR 2025
Machine-generated text detection prevents language model collapse EMNLP 2025
Assessing Visually-Continuous Corruption Robustness of Neural Networks Relative to Human Performance WACV 2025
Stress-Testing the Reasoning Competence of Language Models With Formal Proofs EMNLP 2025
Conflicting Needles in a Haystack: How LLMs behave when faced with contradictory information EMNLP 2025
The Surprising Effectiveness of Infinite-Width NTKs for Characterizing and Improving Model Training AAAI 2025
Mapping from Meaning: Addressing the Miscalibration of Prompt-Sensitive Language Models AAAI 2025
Spiking Transformer with Spatial-Temporal Attention CVPR 2025
Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation EMNLP 2025
Calibration Across Layers: Understanding Calibration Evolution in LLMs EMNLP 2025
Tiling artifacts and trade-offs of feature normalization in the segmentation of large biological images ICCV 2025
HazeFlow: Revisit Haze Physical Model as ODE and Non-Homogeneous Haze Generation for Real-World Dehazing ICCV 2025
Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? ACL 2025
Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models ACL 2025
A Review of Quantum Computing Approaches to Semantic Search and Text Classification in Natural Language Processing IJCNLP 2025