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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

Geometry-Aware Adaptation for Pretrained Models NIPS 2023
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning NIPS 2023
MathNAS: If Blocks Have a Role in Mathematical Architecture Design NIPS 2023
CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI Detection NIPS 2023
Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models NIPS 2023
Toward Re-Identifying Any Animal NIPS 2023
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks NIPS 2023
TransHP: Image Classification with Hierarchical Prompting NIPS 2023
AliBERT: A Pre-trained Language Model for French Biomedical Text ACL 2023
Intermediate Domain Finetuning for Weakly Supervised Domain-adaptive Clinical NER ACL 2023
KnowLab at RadSum23: comparing pre-trained language models in radiology report summarization ACL 2023
Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23 ACL 2023
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching NIPS 2023
The s-value: evaluating stability with respect to distributional shifts NIPS 2023
Emergent Communication for Rules Reasoning NIPS 2023
Transportability for Bandits with Data from Different Environments NIPS 2023
Transfer Learning with Affine Model Transformation NIPS 2023
SuryaKiran at PragTag 2023 - Benchmarking Domain Adaptation using Masked Language Modeling in Natural Language Processing For Specialized Data EMNLP 2023
FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models EMNLP 2023
Improved Unsupervised Chinese Word Segmentation Using Pre-trained Knowledge and Pseudo-labeling Transfer EMNLP 2023
Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity EMNLP 2023
Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens EMNLP 2023
Arabic dialect identification: An in-depth error analysis on the MADAR parallel corpus EMNLP 2023
Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints ACL 2023
Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction ACL 2023