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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

Towards Unifying Reference Expression Generation and Comprehension EMNLP 2022
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts EMNLP 2022
Exploring Mode Connectivity for Pre-trained Language Models EMNLP 2022
Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network EMNLP 2022
Knowledge Transfer from Answer Ranking to Answer Generation EMNLP 2022
Automatic Document Selection for Efficient Encoder Pretraining EMNLP 2022
Unsupervised Non-transferable Text Classification EMNLP 2022
Modular and Parameter-Efficient Fine-Tuning for NLP Models EMNLP 2022
A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022
Few-shot initializing of Active Learner via Meta-Learning EMNLP 2022
Progressive Sentiment Analysis for Code-Switched Text Data EMNLP 2022
MiST: a Large-Scale Annotated Resource and Neural Models for Functions of Modal Verbs in English Scientific Text EMNLP 2022
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning EMNLP 2022
APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasets EMNLP 2022
Optimizing text representations to capture (dis)similarity between political parties EMNLP 2022
Picard understanding Darmok: A Dataset and Model for Metaphor-Rich Translation in a Constructed Language EMNLP 2022
Using Contextual Sentence Analysis Models to Recognize ESG Concepts EMNLP 2022
Automatic Term and Sentence Classification Via Augmented Term and Pre-trained language model in ESG Taxonomy texts EMNLP 2022
Ranking Environment, Social And Governance Related Concepts And Assessing Sustainability Aspect of Financial Texts EMNLP 2022
Utilizing Weak Supervision to Create S3D: A Sarcasm Annotated Dataset EMNLP 2022
GMU-WLV at TSAR-2022 Shared Task: Evaluating Lexical Simplification Models EMNLP 2022
DeepParliament: A Legal domain Benchmark & Dataset for Parliament Bills Prediction EMNLP 2022
Towards Arabic Sentence Simplification via Classification and Generative Approaches EMNLP 2022
Establishing a Baseline for Arabic Patents Classification: A Comparison of Twelve Approaches EMNLP 2022
Domain-Adapted BERT-based Models for Nuanced Arabic Dialect Identification and Tweet Sentiment Analysis EMNLP 2022