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transfer learning

5449 papers

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TL

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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

Arabic Dialect Identification and Sentiment Classification using Transformer-based Models EMNLP 2022
NGU CNLP atWANLP 2022 Shared Task: Propaganda Detection in Arabic EMNLP 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing EMNLP 2022
RelCLIP: Adapting Language-Image Pretraining for Visual Relationship Detection via Relational Contrastive Learning EMNLP 2022
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis EMNLP 2022
AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning EMNLP 2022
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