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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

TWEETSPIN: Fine-grained Propaganda Detection in Social Media Using Multi-View Representations NAACL 2022
Learning to Transfer Prompts for Text Generation NAACL 2022
On Transferability of Prompt Tuning for Natural Language Processing NAACL 2022
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models NAACL 2022
Improving negation detection with negation-focused pre-training NAACL 2022
ProQA: Structural Prompt-based Pre-training for Unified Question Answering NAACL 2022
Improving Compositional Generalization with Latent Structure and Data Augmentation NAACL 2022
DEMix Layers: Disentangling Domains for Modular Language Modeling NAACL 2022
Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs NIPS 2022
Respecting Transfer Gap in Knowledge Distillation NIPS 2022
Transfer Learning in Information Criteria-based Feature Selection JMLR 2022
ChildrEN SafEty and Rescue (CENSER) System for Trafficked Children from Brothels in India AAAI 2022
Style Classification of Rabbinic Literature for Detection of Lost Midrash Tanhuma Material AACL 2022
Domain Specific Augmentations as Low Cost Teachers for Large Students AACL 2022
CEDe: A collection of expert-curated datasets with atom-level entity annotations for Optical Chemical Structure Recognition NIPS 2022
Self-Supervised Pretraining for Large-Scale Point Clouds NIPS 2022
How Transferable are Video Representations Based on Synthetic Data? NIPS 2022
ReCo: Retrieve and Co-segment for Zero-shot Transfer NIPS 2022
Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution NIPS 2022
ConTinTin: Continual Learning from Task Instructions ACL 2022
ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography NIPS 2022
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering EMNLP 2022
Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning EMNLP 2022
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios EMNLP 2022
CLIP4IDC: CLIP for Image Difference Captioning IJCNLP 2022