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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

SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities ACL 2022
Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing ACL 2022
Sub-Word Alignment is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation ACL 2022
Triangular Transfer: Freezing the Pivot for Triangular Machine Translation ACL 2022
AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters ACL 2022
Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation ACL 2022
ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks ACL 2022
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