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Theory

4950 directly classified papers

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Papers

The Relative Clauses AMR Parsers Hate Most COLING 2024
From Activation to Initialization: Scaling Insights for Optimizing Neural Fields CVPR 2024
Optimal Multiclass U-Calibration Error and Beyond NIPS 2024
SURE: SUrvey REcipes for building reliable and robust deep networks CVPR 2024
A Boosting-Type Convergence Result for AdaBoost.MH with Factorized Multi-Class Classifiers NIPS 2024
Eval-UA-tion 1.0: Benchmark for Evaluating Ukrainian (Large) Language Models COLING 2024
Deep linear networks for regression are implicitly regularized towards flat minima NIPS 2024
Affine Equivariant Networks Based on Differential Invariants CVPR 2024
Robust group and simultaneous inferences for high-dimensional single index model NIPS 2024
Where is the signal in tokenization space? EMNLP 2024
Clustering with Non-adaptive Subset Queries NIPS 2024
Vygotsky Distance: Measure for Benchmark Task Similarity COLING 2024
Emotion Analysis in NLP: Trends, Gaps and Roadmap for Future Directions COLING 2024
Model Collapse Demystified: The Case of Regression NIPS 2024
Unpacking Bias: An Empirical Study of Bias Measurement Metrics, Mitigation Algorithms, and Their Interactions COLING 2024
Navigating the Modern Evaluation Landscape: Considerations in Benchmarks and Frameworks for Large Language Models (LLMs) COLING 2024
MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding NIPS 2024
What does guidance do? A fine-grained analysis in a simple setting NIPS 2024
Residual Learning in Diffusion Models CVPR 2024
A Controlled Reevaluation of Coreference Resolution Models COLING 2024
Reproduction & Benchmarking of German Text Simplification Systems COLING 2024
Anisotropy is Not Inherent to Transformers NAACL 2024
MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge IJCAI 2024
Alias-Free Mamba Neural Operator NIPS 2024
Monomial Matrix Group Equivariant Neural Functional Networks NIPS 2024