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Theory

4950 directly classified papers

Papers per year

Papers

Robust Uncertainty Quantification Using Conformalised Monte Carlo Prediction AAAI 2024
Foundations of Reactive Synthesis for Declarative Process Specifications AAAI 2024
Analyzing Generalization in Policy Networks: A Case Study with the Double-Integrator System AAAI 2024
Smart Lexical Search for Label Flipping Adversial Attack ACL 2024
Choose Your Transformer: Improved Transferability Estimation of Transformer Models on Classification Tasks ACL 2024
When is a Language Process a Language Model? ACL 2024
Revisiting Parallel Context Windows: A Frustratingly Simple Alternative and Chain-of-Thought Deterioration ACL 2024
Isotropy, Clusters, and Classifiers ACL 2024
Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness AAAI 2024
Goidelex: A Lexical Resource for Old Irish COLING 2024
OpenEval: Benchmarking Chinese LLMs across Capability, Alignment and Safety ACL 2024
Introducing PaVeDa – Pavia Verbs Database: Valency Patterns and Pattern Comparison in Ancient Indo-European Languages COLING 2024
Rethinking Propagation for Unsupervised Graph Domain Adaptation AAAI 2024
Double-Descent Curves in Neural Networks: A New Perspective Using Gaussian Processes AAAI 2024
Keyphrase Generation: Lessons from a Reproducibility Study COLING 2024
Tracing Linguistic Heritage: Constructing a Somali-Italian Terminological Resource through Explorers’ Notebooks and Contemporary Corpus Analysis COLING 2024
Clarifying the Behavior and the Difficulty of Adversarial Training AAAI 2024
MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information AAAI 2024
Spectral Filters, Dark Signals, and Attention Sinks ACL 2024
Distribution Aware Metrics for Conditional Natural Language Generation COLING 2024
Enough Is Enough! a Case Study on the Effect of Data Size for Evaluation Using Universal Dependencies COLING 2024
LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores ACL 2024
TEI Specifications for a Sustainable Management of Digitized Holocaust Testimonies COLING 2024
Listen, Repeat, Decide: Investigating Pronunciation Variation in Spoken Word Recognition among Russian Speakers COLING 2024
Exploiting Data Geometry in Machine Learning AAAI 2024