Transfer Learning

Your representations are in the network: composable and parallel adaptation for large scale models NeurIPS 2023 Zambezi Voice: A Multilingual Speech Corpus for Zambian Languages Interspeech 2023 ZELDA: A Comprehensive Benchmark for Supervised Entity Disambiguation EACL 2023 Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation EACL 2023 1Cademy at Semeval-2022 Task 1: Investigating the Effectiveness of Multilingual, Multitask, and Language-Agnostic Tricks for the Reverse Dictionary Task SemEval 2022 3D Infomax improves GNNs for Molecular Property Prediction ICML 2022 3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds NeurIPS 2022 A Bayesian Model for Online Activity Sample Sizes AISTATS 2022 Abstraction in Data-Sparse Task Transfer (Extended Abstract) IJCAI 2022 Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning Interspeech 2022 A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence Summarization NeurIPS 2022 A Checkpoint on Multilingual Misogyny Identification ACL 2022 A Class of Geometric Structures in Transfer Learning: Minimax Bounds and Optimality AISTATS 2022 Active Learning Helps Pretrained Models Learn the Intended Task NeurIPS 2022 Active Multi-Task Representation Learning ICML 2022 AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation ICLR 2022 AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning EMNLP 2022 AdapterShare: Task Correlation Modeling with Adapter Differentiation EMNLP 2022 Adapting a Language Model While Preserving its General Knowledge EMNLP 2022 Adapting Coreference Resolution Models through Active Learning ACL 2022 Adapting to Online Label Shift with Provable Guarantees NeurIPS 2022 Adaptive Artificial Intelligence Scheduling Methods for Large-Scale, Stochastic, Industrial Applications IJCAI 2022 Adaptive Interest for Emphatic Reinforcement Learning NeurIPS 2022 Adaptive Sampling for Discovery NeurIPS 2022 Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation EMNLP 2022