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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

Improving Transfer Learning for Early Forecasting of Academic Performance by Contextualizing Language Models NAACL 2024
Incremental pre-training from smaller language models ACL 2024
Building A German Clinical Named Entity Recognition System without In-domain Training Data NAACL 2024
Leveraging Mandarin as a Pivot Language for Low-Resource Machine Translation between Cantonese and English ACL 2024
Measuring Cross-lingual Transfer in Bytes NAACL 2024
Transfer Learning of Argument Mining in Student Essays NAACL 2024
Bridging the Gap: Transfer Learning from English PLMs to Malaysian English ACL 2024
DILAB at #SMM4H 2024: Analyzing Social Anxiety Effects through Context-Aware Transfer Learning on Reddit Data ACL 2024
Fine-tuning Language Models for Joint Rewriting and Completion of Code with Potential Bugs ACL 2024
Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages ACL 2024
Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning? ACL 2024
Causal and Temporal Inference in Visual Question Generation by Utilizing Pre-trained Models ACL 2024
CTYUN-AI at SemEval-2024 Task 7: Boosting Numerical Understanding with Limited Data Through Effective Data Alignment SEMEVAL 2024
DeMuX: Data-efficient Multilingual Learning NAACL 2024
LomonosovMSU at SemEval-2024 Task 4: Comparing LLMs and embedder models to identifying propaganda techniques in the content of memes in English for subtasks No1, No2a, and No2b SEMEVAL 2024
Target-Free Domain Adaptation through Cross-Adaptation (Student Abstract) AAAI 2024
What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases NAACL 2024
Clustering-based Sampling for Few-Shot Cross-Domain Keyphrase Extraction EACL 2024
mHuBERT-147: A Compact Multilingual HuBERT Model INTERSPEECH 2024
Leveraging pre-trained large language models for aphasia detection in English and Chinese speakers NAACL 2024
T5-Medical at SemEval-2024 Task 2: Using T5 Medical Embedding for Natural Language Inference on Clinical Trial Data NAACL 2024
Zero-shot Cross-lingual POS Tagging for Filipino ACL 2024
MSciNLI: A Diverse Benchmark for Scientific Natural Language Inference NAACL 2024
Unveiling the Generalization Power of Fine-Tuned Large Language Models NAACL 2024
XNLIeu: a dataset for cross-lingual NLI in Basque NAACL 2024