Papers
12094 papers
ICLR2024
LitCab: Lightweight Language Model Calibration over Short- and Long-form Responses
Summary pending...
calibrationhallucinationlarge language model
ICLR2024
Assessing Uncertainty in Similarity Scoring: Performance & Fairness in Face Recognition
Summary pending...
UncertaintyFaceRecognition
ICLR2024
Selective Visual Representations Improve Convergence and Generalization for Embodied AI
Summary pending...
Embodied-AITask-conditioned RepresentationsVisual Navigation
ICLR2024
Kosmos-G: Generating Images in Context with Multimodal Large Language Models
Summary pending...
Diffusion ModelsVision-LanguageMultimodal Large Language Model
ICLR2024
Neural Spectral Methods: Self-supervised learning in the spectral domain
Summary pending...
Machine learning for PDEsspectral methodsneural network differentiation
ICLR2024
Retrieval meets Long Context Large Language Models
Summary pending...
Large Language ModelsLong Context WindowRetrieval
ICLR2024
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs
Summary pending...
question answeringlarge language modelretrieval
ICLR2024
The Effective Horizon Explains Deep RL Performance in Stochastic Environments
Summary pending...
reinforcement learningeffective horizonRL theory
ICLR2024
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning
Summary pending...
large language models (LLM)feature learningtext attributed graphs (TAG)
ICLR2024
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective
Summary pending...
Parametric Knowledge TransferLarge Language Model
ICLR2024
RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems
Summary pending...
large language modelcode completionbenchmark
ICLR2024
Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks
Summary pending...
Fine-TuningInterpretabilityMechanisms
ICLR2024
Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making
Summary pending...
fine-tuningtransformer-based language modelsfeature analysis
ICLR2024
A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation
Summary pending...
Knowledge DistillationMeta-Knowledge DistillationPolicy-driven Knowledge Distillation
ICLR2024
Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning
Summary pending...
catastrophic forgettingloss of plasticityplasticity
ICLR2024
On Representation Complexity of Model-based and Model-free Reinforcement Learning
Summary pending...
model-based and model-free RLrepresentation complexitycircuit complexity
ICLR2024
Chain of Hindsight aligns Language Models with Feedback
Summary pending...
Reinforcement LearningReinforcement Learning from Human FeedbackRLHF
ICLR2024
RingAttention with Blockwise Transformers for Near-Infinite Context
Summary pending...
Language ModelLarge ContextTransformers
ICLR2024
Fair and Efficient Contribution Valuation for Vertical Federated Learning
Summary pending...
Vertical federated learningContribution valuationFairness
ICLR2024
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
Summary pending...
Retrieval Augmented Language ModelsInformation Retrievalsummarization