conftrace_
← Learning Paradigms
Artificial Intelligence › Learning Paradigms ›

Transfer Learning

8,078 papers

Papers per year

Papers

UNKs Everywhere: Adapting Multilingual Language Models to New Scripts EMNLP 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation EMNLP 2021
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration EMNLP 2021
OpenFraming: Open-sourced Tool for Computational Framing Analysis of Multilingual Data EMNLP 2021
Using Question Answering Rewards to Improve Abstractive Summarization EMNLP 2021
Saliency-based Multi-View Mixed Language Training for Zero-shot Cross-lingual Classification EMNLP 2021
Rethinking Why Intermediate-Task Fine-Tuning Works EMNLP 2021
Discovering Representation Sprachbund For Multilingual Pre-Training EMNLP 2021
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding EMNLP 2021
A Conditional Generative Matching Model for Multi-lingual Reply Suggestion EMNLP 2021
An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis EMNLP 2021
ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts EMNLP 2021
Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning EMNLP 2021
Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning EMNLP 2021
proScript: Partially Ordered Scripts Generation EMNLP 2021
Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing EMNLP 2021
Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability EMNLP 2021
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media EMNLP 2021
Uncovering the Limits of Text-based Emotion Detection EMNLP 2021
Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus EMNLP 2021
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation EMNLP 2021
Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation EMNLP 2021
Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media EMNLP 2021
Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects EMNLP 2021
Multi-task Learning to Enable Location Mention Identification in the Early Hours of a Crisis Event EMNLP 2021