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684 papers

Papers per year

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Papers

Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference AAAI 2024
Estimating Agreement by Chance for Sequence Annotation ACL 2024
On Efficient and Statistical Quality Estimation for Data Annotation ACL 2024
Analysing and Validating Language Complexity Metrics Across South American Indigenous Languages ACL 2024
Deep anytime-valid hypothesis testing AISTATS 2024
Confident Feature Ranking AISTATS 2024
Failures and Successes of Cross-Validation for Early-Stopped Gradient Descent AISTATS 2024
Learning Adaptive Kernels for Statistical Independence Tests AISTATS 2024
Graph fission and cross-validation AISTATS 2024
Data-Driven Confidence Intervals with Optimal Rates for the Mean of Heavy-Tailed Distributions AISTATS 2024
On the Misspecification of Linear Assumptions in Synthetic Controls AISTATS 2024
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning AISTATS 2024
Online multiple testing with e-values AISTATS 2024
An Improved Algorithm for Learning Drifting Discrete Distributions AISTATS 2024
Simulation-Based Stacking AISTATS 2024
Gibbs-Based Information Criteria and the Over-Parameterized Regime AISTATS 2024
Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks AISTATS 2024
Textual Coverage of Eventive Entries in Lexical Semantic Resources COLING 2024
What’s in a Name? Electrophysiological Differences in Processing Proper Nouns in Mandarin Chinese COLING 2024
A Proposal for Scaling the Scaling Laws EACL 2024
Understanding Higher-Order Correlations Among Semantic Components in Embeddings EMNLP 2024
Precise Model Benchmarking with Only a Few Observations EMNLP 2024
What Are the Odds? Language Models Are Capable of Probabilistic Reasoning EMNLP 2024
CONTESTS: a Framework for Consistency Testing of Span Probabilities in Language Models EMNLP 2024
The Shape of Word Embeddings: Quantifying Non-Isometry with Topological Data Analysis EMNLP 2024