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Transfer Learning

8,078 papers

Papers per year

Papers

Low Resource Sequence Tagging using Sentence Reconstruction ACL 2020
Estimating the influence of auxiliary tasks for multi-task learning of sequence tagging tasks ACL 2020
Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNs ACL 2020
Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge ACL 2020
Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis ACL 2020
SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics ACL 2020
Learning Spoken Language Representations with Neural Lattice Language Modeling ACL 2020
Meta-Transfer Learning for Code-Switched Speech Recognition ACL 2020
GoEmotions: A Dataset of Fine-Grained Emotions ACL 2020
Empowering Active Learning to Jointly Optimize System and User Demands ACL 2020
Graph Neural News Recommendation with Unsupervised Preference Disentanglement ACL 2020
Compositionality and Generalization In Emergent Languages ACL 2020
On the Cross-lingual Transferability of Monolingual Representations ACL 2020
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports ACL 2020
How Can We Accelerate Progress Towards Human-like Linguistic Generalization? ACL 2020
Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? ACL 2020
Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning ACL 2020
Multi-Cell Compositional LSTM for NER Domain Adaptation ACL 2020
Emerging Cross-lingual Structure in Pretrained Language Models ACL 2020
Curriculum Learning for Natural Language Understanding ACL 2020
The State and Fate of Linguistic Diversity and Inclusion in the NLP World ACL 2020
Bootstrapping Techniques for Polysynthetic Morphological Analysis ACL 2020
Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction ACL 2020
Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions ACL 2020
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation ACL 2020