Meta-Learning

SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving ACL 2024 Self-Evolving GPT: A Lifelong Autonomous Experiential Learner ACL 2024 Self-Play Fine-tuning of Diffusion Models for Text-to-image Generation NeurIPS 2024 Sequential Decision Making with Expert Demonstrations under Unobserved Heterogeneity NeurIPS 2024 Should Cross-Lingual AMR Parsing go Meta? An Empirical Assessment of Meta-Learning and Joint Learning AMR Parsing EMNLP 2024 SIG: Speaker Identification in Literature via Prompt-Based Generation AAAI 2024 SmartPlay : A Benchmark for LLMs as Intelligent Agents ICLR 2024 SoftMCL: Soft Momentum Contrastive Learning for Fine-grained Sentiment-aware Pre-training COLING 2024 StablePrompt : Automatic Prompt Tuning using Reinforcement Learning for Large Language Model EMNLP 2024 Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm NeurIPS 2024 Stop! Planner Time: Metareasoning for Probabilistic Planning Using Learned Performance Profiles AAAI 2024 Symmetric Linear Bandits with Hidden Symmetry NeurIPS 2024 Symplectic Neural Gaussian Processes for Meta-learning Hamiltonian Dynamics IJCAI 2024 SynPrompt: Syntax-aware Enhanced Prompt Engineering for Aspect-based Sentiment Analysis COLING 2024 T4P: Test-Time Training of Trajectory Prediction via Masked Autoencoder and Actor-specific Token Memory CVPR 2024 Task-Adaptive Prompted Transformer for Cross-Domain Few-Shot Learning AAAI 2024 Task-Agnostic Self-Distillation for Few-Shot Action Recognition IJCAI 2024 TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks ACL 2024 Teaching Language Models to Self-Improve through Interactive Demonstrations NAACL 2024 Teaching Large Language Models to Self-Debug ICLR 2024 Test-Time Personalization with Meta Prompt for Gaze Estimation AAAI 2024 Text2Model: Text-based Model Induction for Zero-shot Image Classification EMNLP 2024 The Expressive Power of Low-Rank Adaptation ICLR 2024 Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning NeurIPS 2024 This Too Shall Pass: Removing Stale Observations in Dynamic Bayesian Optimization NeurIPS 2024