Papers
12094 papers
ICLR2025
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models
Summary pending...
Mechanistic InterpretabilityHallucinationsLanguage Models
ICLR2025
Provable weak-to-strong generalization via benign overfitting
Summary pending...
benign overfittingspiked covariance modelsoverparameterized models
ICLR2025
HARDMath: A Benchmark Dataset for Challenging Problems in Applied Mathematics
Summary pending...
mathbenchmarkdataset
ICLR2025
STAR: Synthesis of Tailored Architectures
Summary pending...
alternative architecturesdeep signal processinglanguage models
ICLR2025
Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games
Summary pending...
Last-Iterate ConvergenceMinty solutionRegret Matching
ICLR2025
HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
Summary pending...
Image-to-image translationImage Editing
ICLR2025
MCNC: Manifold-Constrained Reparameterization for Neural Compression
Summary pending...
Model CompressionLoRAPEFT
ICLR2025
Residual-MPPI: Online Policy Customization for Continuous Control
Summary pending...
Policy customizationCombination of learning- and planning-based approachesModel predictive control
ICLR2025
Machine Unlearning Fails to Remove Data Poisoning Attacks
Summary pending...
machine unlearningdata poisoning
ICLR2025
RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank
Summary pending...
Feature attributionsShapley valuesInformation Retrieval
ICLR2025
Misspecified $Q$-Learning with Sparse Linear Function Approximation: Tight Bounds on Approximation Error
Summary pending...
misspecification errorreinforcement learning theorysample complexity
ICLR2025
Steering Large Language Models between Code Execution and Textual Reasoning
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Large Language ModelsCode InterpreterCode/text generation
ICLR2025
Can Large Language Models Understand Symbolic Graphics Programs?
Summary pending...
Large Language ModelsSymbolic Graphics Programs
ICLR2025
Beyond Worst-Case Dimensionality Reduction for Sparse Vectors
Summary pending...
dimensionality reductionsparsityjohnson lindenstrauss
ICLR2025
First-Person Fairness in Chatbots
Summary pending...
fairnesslarge language modelschatbots
ICLR2025
Tamper-Resistant Safeguards for Open-Weight LLMs
Summary pending...
ai safetylarge language modelstamper-resistance
ICLR2025
E(n) Equivariant Topological Neural Networks
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Topological Deep LearningEquivarianceEquivariant Neural Networks
ICLR2025
eQMARL: Entangled Quantum Multi-Agent Reinforcement Learning for Distributed Cooperation over Quantum Channels
Summary pending...
quantum machine learningmulti-agent reinforcement learningquantum entanglement
ICLR2025
Reconciling Model Multiplicity for Downstream Decision Making
Summary pending...
model multiplicitymulti-calibrationdecision-making
ICLR2025
Transformer Block Coupling and its Correlation with Generalization in LLMs
Summary pending...
large language modelstransformershidden representations