Transfer Learning

Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning EMNLP 2023 Prototypical Partial Optimal Transport for Universal Domain Adaptation AAAI 2023 Provable Benefits of Representational Transfer in Reinforcement Learning COLT 2023 PTP: Boosting Stability and Performance of Prompt Tuning with Perturbation-Based Regularizer EMNLP 2023 PunCantonese: A Benchmark Corpus for Low-Resource Cantonese Punctuation Restoration from Speech Transcripts Interspeech 2023 Quantifying the Variability Collapse of Neural Networks ICML 2023 Query6DoF: Learning Sparse Queries as Implicit Shape Prior for Category-Level 6DoF Pose Estimation ICCV 2023 Query Your Model with Definitions in FrameNet: An Effective Method for Frame Semantic Role Labeling AAAI 2023 Question-Answer Sentence Graph for Joint Modeling Answer Selection EACL 2023 RankMe: Assessing the Downstream Performance of Pretrained Self-Supervised Representations by Their Rank ICML 2023 RDumb: A simple approach that questions our progress in continual test-time adaptation NeurIPS 2023 Ready, Set, Plan! Planning to Goal Sets Using Generalized Bayesian Inference CoRL 2023 Reanalyzing L2 Preposition Learning with Bayesian Mixed Effects and a Pretrained Language Model ACL 2023 ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph EMNLP 2023 ReDASPersuasion at SemEval-2023 Task 3: Persuasion Detection using Multilingual Transformers and Language Agnostic Features SemEval 2023 Regression-Free Model Updates for Spoken Language Understanding ACL 2023 Regularized Mask Tuning: Uncovering Hidden Knowledge in Pre-Trained Vision-Language Models ICCV 2023 Reinforcement Learning from Passive Data via Latent Intentions ICML 2023 Re-investigating the Efficient Transfer Learning of Speech Foundation Model using Feature Fusion Methods Interspeech 2023 Relevance-assisted Generation for Robust Zero-shot Retrieval EMNLP 2023 REMIT: Reinforced Multi-Interest Transfer for Cross-Domain Recommendation AAAI 2023 Rephrasing the Reference for Non-autoregressive Machine Translation AAAI 2023 Repository-Level Prompt Generation for Large Language Models of Code ICML 2023 Representation Learning for Low-rank General-sum Markov Games ICLR 2023 Reproducibility in Multiple Instance Learning: A Case For Algorithmic Unit Tests NeurIPS 2023