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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

Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation ACL 2022
GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models ACL 2022
Investigating Non-local Features for Neural Constituency Parsing ACL 2022
Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages ACL 2022
Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation ACL 2022
Prompt-free and Efficient Few-shot Learning with Language Models ACL 2022
The Trade-offs of Domain Adaptation for Neural Language Models ACL 2022
Context Matters: A Pragmatic Study of PLMs’ Negation Understanding ACL 2022
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer ACL 2022
Alternative Input Signals Ease Transfer in Multilingual Machine Translation ACL 2022
Few-shot Named Entity Recognition with Self-describing Networks ACL 2022
CLIP Models are Few-Shot Learners: Empirical Studies on VQA and Visual Entailment ACL 2022
OIE@OIA: an Adaptable and Efficient Open Information Extraction Framework ACL 2022
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering ACL 2022
Adapting Coreference Resolution Models through Active Learning ACL 2022
Program Transfer for Answering Complex Questions over Knowledge Bases ACL 2022
BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models ACL 2022
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022
Exploring the Capacity of a Large-scale Masked Language Model to Recognize Grammatical Errors ACL 2022
Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training Data ACL 2022
Low-Resource Adaptation of Open-Domain Generative Chatbots ACL 2022
TamilATIS: Dataset for Task-Oriented Dialog in Tamil ACL 2022
hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification ACL 2022
PANDAS@Abusive Comment Detection in Tamil Code-Mixed Data Using Custom Embeddings with LaBSE ACL 2022
Scaling Language Model Size in Cross-Device Federated Learning ACL 2022