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Theory

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Papers

Now You See Me, Now You Don’t: ‘Poverty of the Stimulus’ Problems and Arbitrary Correspondences in End-to-End Speech Models COLING 2024
Listen, Repeat, Decide: Investigating Pronunciation Variation in Spoken Word Recognition among Russian Speakers COLING 2024
Reproduction & Benchmarking of German Text Simplification Systems COLING 2024
The Relative Clauses AMR Parsers Hate Most COLING 2024
TEI Specifications for a Sustainable Management of Digitized Holocaust Testimonies COLING 2024
The 2024 ReproNLP Shared Task on Reproducibility of Evaluations in NLP: Overview and Results COLING 2024
Goidelex: A Lexical Resource for Old Irish COLING 2024
Introducing PaVeDa – Pavia Verbs Database: Valency Patterns and Pattern Comparison in Ancient Indo-European Languages COLING 2024
Tracing Linguistic Heritage: Constructing a Somali-Italian Terminological Resource through Explorers’ Notebooks and Contemporary Corpus Analysis COLING 2024
Eval-UA-tion 1.0: Benchmark for Evaluating Ukrainian (Large) Language Models COLING 2024
The Best Arm Evades: Near-optimal Multi-pass Streaming Lower Bounds for Pure Exploration in Multi-armed Bandits COLT 2024
Learning Neural Networks with Sparse Activations COLT 2024
Is Efficient PAC Learning Possible with an Oracle That Responds "Yes" or "No"? COLT 2024
Universal Lower Bounds and Optimal Rates: Achieving Minimax Clustering Error in Sub-Exponential Mixture Models COLT 2024
An information-theoretic lower bound in time-uniform estimation COLT 2024
Minimax Linear Regression under the Quantile Risk COLT 2024
Topological Expressivity of ReLU Neural Networks COLT 2024
Information-Theoretic Thresholds for the Alignments of Partially Correlated Graphs COLT 2024
New Lower Bounds for Testing Monotonicity and Log Concavity of Distributions COLT 2024
Superconstant Inapproximability of Decision Tree Learning COLT 2024
Better-than-KL PAC-Bayes Bounds COLT 2024
The role of randomness in quantum state certification with unentangled measurements COLT 2024
Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks COLT 2024
Improved Hardness Results for Learning Intersections of Halfspaces COLT 2024
Nonlinear spiked covariance matrices and signal propagation in deep neural networks COLT 2024