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Theory

4950 directly classified papers

Papers per year

Papers

RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples WACV 2025
GeoGuide: Geometric Guidance of Diffusion Models WACV 2025
CARL: A Framework for Equivariant Image Registration CVPR 2025
RiemStega: Covariance-Based Loss for Print-Proof Transmission of Data in Images WACV 2025
Factual Knowledge Assessment of Language Models Using Distractors COLING 2025
Quantifying the Influence of Evaluation Aspects on Long-Form Response Assessment COLING 2025
DROWN: Towards Tighter LiRPA-based Robustness Certification COLING 2025
A Combinatorial Approach to Neural Emergent Communication COLING 2025
NovAScore: A New Automated Metric for Evaluating Document Level Novelty COLING 2025
Differential Privacy Mechanisms in Neural Tangent Kernel Regression WACV 2025
Scendi Score: Prompt-Aware Diversity Evaluation via Schur Complement of CLIP Embeddings ICCV 2025
Unstable Grounds for Beautiful Trees? Testing the Robustness of Concept Translations in the Compilation of Multilingual Wordlists ACL 2025
From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks ACL 2025
Factual Knowledge in Language Models: Robustness and Anomalies under Simple Temporal Context Variations ACL 2025
Memorization in Language Models through the Lens of Intrinsic Dimension ACL 2025
Towards a Principled Evaluation of Knowledge Editors ACL 2025
Disagreements in analyses of rhetorical text structure: A new dataset and first analyses ACL 2025
Fine-Tuning Lowers Safety and Disrupts Evaluation Consistency ACL 2025
Consistency is Key: Disentangling Label Variation in Natural Language Processing with Intra-Annotator Agreement EMNLP 2025
Evaluating LLMs with Multiple Problems at once ACL 2025
Big Escape Benchmark: Evaluating Human-Like Reasoning in Language Models via Real-World Escape Room Challenges ACL 2025
ReproHum #0729-04: Human Evaluation Reproduction Report for “MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes” ACL 2025
A Survey on Automated Distractor Evaluation in Multiple-Choice Tasks ACL 2025
Research Community Perspectives on “Intelligence” and Large Language Models ACL 2025
Uncertainty-Aware Contrastive Decoding ACL 2025