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Papers
Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching
ICML 2024
NeuralSolver: Learning Algorithms For Consistent and Efficient Extrapolation Across General Tasks
NeurIPS 2024
OMNI: Open-endedness via Models of human Notions of Interestingness
ICLR 2024
Oversampling, Augmentation and Curriculum Learning for Speaking Assessment with Limited Training Data
Interspeech 2024
PopALM: Popularity-Aligned Language Models for Social Media Trendy Response Prediction
COLING 2024
Proving Olympiad Algebraic Inequalities without Human Demonstrations
NeurIPS 2024
REFeREE: A REference-FREE Model-Based Metric for Text Simplification
COLING 2024
Reflect-RL: Two-Player Online RL Fine-Tuning for LMs
ACL 2024
Reverse Forward Curriculum Learning for Extreme Sample and Demo Efficiency
ICLR 2024
Reward-Free Curricula for Training Robust World Models
ICLR 2024
Robust Multi-Agent Reinforcement Learning for Autonomous Vehicle in Noisy Highway Environments
ACML 2024
Sample Efficient Myopic Exploration Through Multitask Reinforcement Learning with Diverse Tasks
ICLR 2024
Statistical curriculum learning: An elimination algorithm achieving an oracle risk
COLT 2024
StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback
ACL 2024
Tackling Missing Modalities in Audio-Visual Representation Learning Using Masked Autoencoders
Interspeech 2024
Target Speaker Extraction with Curriculum Learning
Interspeech 2024
TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts
EMNLP 2024
The Role of Data Curation in Image Captioning
EACL 2024
Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks
ICML 2024
Towards Data-Efficient Language Models: A Child-Inspired Approach to Language Learning
CoNLL 2024
Towards Robust Temporal Activity Localization Learning with Noisy Labels
COLING 2024
Training Graph Transformers via Curriculum-Enhanced Attention Distillation
ICLR 2024
Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment
COLING 2024
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale
NAACL 2024
Unified Unsupervised Salient Object Detection via Knowledge Transfer
IJCAI 2024