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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability EMNLP 2021
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization EMNLP 2021
CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade EMNLP 2021
IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization EMNLP 2021
Rethinking Why Intermediate-Task Fine-Tuning Works EMNLP 2021
How to Train BERT with an Academic Budget EMNLP 2021
Efficient Test Time Adapter Ensembling for Low-resource Language Varieties EMNLP 2021
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media EMNLP 2021
Integrating Pre-trained Model into Rule-based Dialogue Management AAAI 2021
The Adapter-Bot: All-In-One Controllable Conversational Model AAAI 2021
Zera-Shot Sentiment Analysis for Code-Mixed Data AAAI 2021
Attr2Style: A Transfer Learning Approach for Inferring Fashion Styles via Apparel Attributes AAAI 2021
TaLNet: Voice Reconstruction from Tongue and Lip Articulation with Transfer Learning from Text-to-Speech Synthesis AAAI 2021
Exploring Transfer Learning For End-to-End Spoken Language Understanding AAAI 2021
What's the Best Place for an AI Conference, Vancouver or _______: Why Completing Comparative Questions is Difficult AAAI 2021
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model EMNLP 2021
Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? AAAI 2021
ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization EMNLP 2021
Finding Sparse Structures for Domain Specific Neural Machine Translation AAAI 2021
Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021
Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer EMNLP 2021
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation EMNLP 2021
IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation EMNLP 2021
GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction AAAI 2021
Near Lossless Transfer Learning for Spiking Neural Networks AAAI 2021