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transfer learning

5449 papers

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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

Learning Generalizable and Composable Abstractions for Transfer in Reinforcement Learning AAAI 2024
Task2Box: Box Embeddings for Modeling Asymmetric Task Relationships CVPR 2024
Harnessing Large Language Models as Post-hoc Correctors ACL 2024
Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives AAAI 2024
DILAB at #SMM4H 2024: Analyzing Social Anxiety Effects through Context-Aware Transfer Learning on Reddit Data ACL 2024
Detection and Positive Reconstruction of Cognitive Distortion Sentences: Mandarin Dataset and Evaluation ACL 2024
Training Compute-Optimal Protein Language Models NIPS 2024
Parameter Competition Balancing for Model Merging NIPS 2024
Zero-shot Cross-lingual POS Tagging for Filipino ACL 2024
A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning NIPS 2024
Leveraging Mandarin as a Pivot Language for Low-Resource Machine Translation between Cantonese and English ACL 2024
Dolomites@#SMM4H 2024: Helping LLMs “Know The Drill” in Low-Resource Settings - A Study on Social Media Posts ACL 2024
OtoBERT: Identifying Suffixed Verbal Forms in Modern Hebrew Literature EMNLP 2024
Active Transfer Learning for Efficient Video-Specific Human Pose Estimation WACV 2024
Fine-tuning Language Models for Joint Rewriting and Completion of Code with Potential Bugs ACL 2024
Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization IJCAI 2024
Disentangled Pre-training for Human-Object Interaction Detection CVPR 2024
MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning CVPR 2024
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond EACL 2024
EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques NAACL 2024
Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning? ACL 2024
MAdVerse: A Hierarchical Dataset of Multi-Lingual Ads From Diverse Sources and Categories WACV 2024
MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning ACL 2024
DECOR: Improving Coherence in L2 English Writing with a Novel Benchmark for Incoherence Detection, Reasoning, and Rewriting EMNLP 2024
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing EACL 2024