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Theory

4950 directly classified papers

Papers per year

Papers

The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Research ACL 2023
Grounding the Lexical Substitution Task in Entailment ACL 2023
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition ACL 2023
Faithfulness Tests for Natural Language Explanations ACL 2023
Evaluating Zero-Shot Event Structures: Recommendations for Automatic Content Extraction (ACE) Annotations ACL 2023
Boosting Verified Training for Robust Image Classifications via Abstraction CVPR 2023
To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language Processing EMNLP 2023
NeuSTIP: A Neuro-Symbolic Model for Link and Time Prediction in Temporal Knowledge Graphs EMNLP 2023
Generalizing Nonlinear ICA Beyond Structural Sparsity NIPS 2023
Is Distance Matrix Enough for Geometric Deep Learning? NIPS 2023
Learning Adversarial Low-rank Markov Decision Processes with Unknown Transition and Full-information Feedback NIPS 2023
Online RL in Linearly $q^\pi$-Realizable MDPs Is as Easy as in Linear MDPs If You Learn What to Ignore NIPS 2023
Understanding, Predicting and Better Resolving Q-Value Divergence in Offline-RL NIPS 2023
Managing Temporal Resolution in Continuous Value Estimation: A Fundamental Trade-off NIPS 2023
Sample Complexity of Goal-Conditioned Hierarchical Reinforcement Learning NIPS 2023
Anytime-Competitive Reinforcement Learning with Policy Prior NIPS 2023
GLIME: General, Stable and Local LIME Explanation NIPS 2023
Mechanism Design for Collaborative Normal Mean Estimation NIPS 2023
Hypothesis Selection with Memory Constraints NIPS 2023
Random Cuts are Optimal for Explainable k-Medians NIPS 2023
Strategic Data Sharing between Competitors NIPS 2023
Uncovering Meanings of Embeddings via Partial Orthogonality NIPS 2023
Do Not Marginalize Mechanisms, Rather Consolidate! NIPS 2023
Certifiably Robust Graph Contrastive Learning NIPS 2023
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts NIPS 2023