conftrace_

theoretical framework

13 papers

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Co-occurring keywords · papers mentioning both

natural language processing (2) unsupervised learning (2) diversity (1) comparisons (1) concepts (1) mirror learning (1) policy optimisation (1) trust-region learning (1) general policy improvement (1) neural network (1)

Papers

Pelican Soup Framework: A Theoretical Framework for Language Model Capabilities EACL 2026 A Formal Framework for Understanding Length Generalization in Transformers ICLR 2025 Nonparametric Identification of Latent Concepts ICML 2025 A Survey on Modelling Morality for Text Analysis ACL 2024 Sufficient conditions for offline reactivation in recurrent neural networks ICLR 2024 A Theory of Unsupervised Speech Recognition ACL 2023 Theory-Grounded Computational Text Analysis ACL 2023 Mirror Learning: A Unifying Framework of Policy Optimisation ICML 2022 A Unified Taylor Framework for Revisiting Attribution Methods AAAI 2021 Hyperparameter Optimization Is Deceiving Us, and How to Stop It NeurIPS 2021 Systematic Analysis of Cluster Similarity Indices: How to Validate Validation Measures ICML 2021 Argumentation Quality Assessment: Theory vs. Practice ACL 2017 A Non-generative Framework and Convex Relaxations for Unsupervised Learning NeurIPS 2016