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transfer learning

5449 papers

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TL

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Promoting Pre-trained LM with Linguistic Features on Automatic Readability Assessment AACL 2022
Meta Learning for Natural Language Processing: A Survey NAACL 2022
Efficient Hierarchical Domain Adaptation for Pretrained Language Models NAACL 2022
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations NAACL 2022
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning NAACL 2022
Progressive Class Semantic Matching for Semi-supervised Text Classification NAACL 2022
Low Resource Style Transfer via Domain Adaptive Meta Learning NAACL 2022
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