Papers
12094 papers
ICLR2024
Dissecting learning and forgetting in language model finetuning
Summary pending...
language modelsdomain adaptationcatastrophic forgetting
ICLR2024
Causality-Inspired Spatial-Temporal Explanations for Dynamic Graph Neural Networks
Summary pending...
Dynamic GraphGraph ExplanationGraph Neural Network
ICLR2024
What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning
Summary pending...
data selectioninstruction tuninglarge language models
ICLR2024
Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning
Summary pending...
hamiltonian dynamicscross domain generalizationlearning physics
ICLR2024
Forward Learning with Top-Down Feedback: Empirical and Analytical Characterization
Summary pending...
Forward-only learningBiologically inspired learningArtificial neural networks
ICLR2024
Controlled Text Generation via Language Model Arithmetic
Summary pending...
Controlled text generationLLMNatural Language Processing
ICLR2024
Learning model uncertainty as variance-minimizing instance weights
Summary pending...
loss reweightingepistemic uncertaintybi-level optimization
ICLR2024
Rethinking and Extending the Probabilistic Inference Capacity of GNNs
Summary pending...
graph neural networksexpressivenessapproximate inference
ICLR2024
Generative Judge for Evaluating Alignment
Summary pending...
GenerativeEvaluationAlignment
ICLR2024
Bridging Vision and Language Spaces with Assignment Prediction
Summary pending...
Multimodal learningvision-language tasksfrozen LLMs
ICLR2024
Enhancing Neural Subset Selection: Integrating Background Information into Set Representations
Summary pending...
Neural Set FunctionHierarchical StructureInvariance
ICLR2024
Locality Sensitive Sparse Encoding for Learning World Models Online
Summary pending...
model-based rlonline learningincremental learning
ICLR2024
Beyond Memorization: Violating Privacy via Inference with Large Language Models
Summary pending...
PrivacyLarge Language Models
ICLR2024
Boosting of Thoughts: Trial-and-Error Problem Solving with Large Language Models
Summary pending...
Large Language Models; Prompt Engineering; Boosting Mechanism;
ICLR2024
SaNN: Simple Yet Powerful Simplicial-aware Neural Networks
Summary pending...
Graph Neural NetworksHigher-order Representation LearningSimplicial Complexes
ICLR2024
TabR: Tabular Deep Learning Meets Nearest Neighbors
Summary pending...
tabulartabular dataarchitecture
ICLR2024
On the Learnability of Watermarks for Language Models
Summary pending...
watermarkinglarge language modelsdistillation
EMNLP2023
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design
Summary pending...