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Theory

4950 directly classified papers

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Papers

Conformity, Confabulation, and Impersonation: Persona Inconstancy in Multi-Agent LLM Collaboration ACL 2024
The Relative Clauses AMR Parsers Hate Most COLING 2024
Length Generalization of Causal Transformers without Position Encoding ACL 2024
Distribution Aware Metrics for Conditional Natural Language Generation COLING 2024
The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks NIPS 2024
Understanding Scaling Laws with Statistical and Approximation Theory for Transformer Neural Networks on Intrinsically Low-dimensional Data NIPS 2024
Learned Transformer Position Embeddings Have a Low-Dimensional Structure ACL 2024
Enough Is Enough! a Case Study on the Effect of Data Size for Evaluation Using Universal Dependencies COLING 2024
The Expressive Capacity of State Space Models: A Formal Language Perspective NIPS 2024
TEI Specifications for a Sustainable Management of Digitized Holocaust Testimonies COLING 2024
Anisotropy is Not Inherent to Transformers NAACL 2024
Causal Estimation of Memorisation Profiles ACL 2024
Introducing PaVeDa – Pavia Verbs Database: Valency Patterns and Pattern Comparison in Ancient Indo-European Languages COLING 2024
Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps NIPS 2024
Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies ACL 2024
Polyhedral Complex Derivation from Piecewise Trilinear Networks NIPS 2024
Goidelex: A Lexical Resource for Old Irish COLING 2024
Keyphrase Generation: Lessons from a Reproducibility Study COLING 2024
On the Ability of Developers' Training Data Preservation of Learnware NIPS 2024
The Accuracy Paradox in RLHF: When Better Reward Models Don’t Yield Better Language Models EMNLP 2024
Distributional Properties of Subword Regularization EMNLP 2024
Cascade of phase transitions in the training of energy-based models NIPS 2024
Evaluating Step-by-Step Reasoning through Symbolic Verification NAACL 2024
Findings of the AmericasNLP 2024 Shared Task on Machine Translation into Indigenous Languages NAACL 2024
Measuring Retrieval Complexity in Question Answering Systems ACL 2024