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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Look to the Right: Mitigating Relative Position Bias in Extractive Question Answering EMNLP 2022
APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasets EMNLP 2022
Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation EMNLP 2022
Cognitive Simplification Operations Improve Text Simplification EMNLP 2022
An Exploration of Linguistically-Driven and Transfer Learning Methods for Euphemism Detection EMNLP 2022
Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems EMNLP 2022
Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning EMNLP 2022
XDoc: Unified Pre-training for Cross-Format Document Understanding EMNLP 2022
Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks EMNLP 2022
Fast Vocabulary Transfer for Language Model Compression EMNLP 2022
Progressive Sentiment Analysis for Code-Switched Text Data EMNLP 2022
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models EMNLP 2022
A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022
XPrompt: Exploring the Extreme of Prompt Tuning EMNLP 2022
Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? EMNLP 2022
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning EMNLP 2022
DCU-ML at the FinNLP-2022 ERAI Task: Investigating the Transferability of Sentiment Analysis Data for Evaluating Rationales of Investors EMNLP 2022
Analyzing Multi-Task Learning for Abstractive Text Summarization EMNLP 2022
Large Dual Encoders Are Generalizable Retrievers EMNLP 2022
Automatic Document Selection for Efficient Encoder Pretraining EMNLP 2022
Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure EMNLP 2022
Improving Large-scale Paraphrase Acquisition and Generation EMNLP 2022
Knowledge Transfer from Answer Ranking to Answer Generation EMNLP 2022
Adapting a Language Model While Preserving its General Knowledge EMNLP 2022
Efficient Adversarial Training with Robust Early-Bird Tickets EMNLP 2022