Transfer Learning

Sources of Transfer in Multilingual Named Entity Recognition ACL 2020 Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations ACL 2020 Speaker Code Based Speaker Adaptive Training Using Model Agnostic Meta-Learning Interspeech 2020 Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity COLING 2020 Speech-Image Semantic Alignment Does Not Depend on Any Prior Classification Tasks Interspeech 2020 Speech Rate Task-Specific Representation Learning from Acoustic-Articulatory Data Interspeech 2020 SpotFake+: A Multimodal Framework for Fake News Detection via Transfer Learning (Student Abstract) AAAI 2020 SSN_NLP_MLRG at SemEval-2020 Task 12: Offensive Language Identification in English, Danish, Greek Using BERT and Machine Learning Approach SemEval 2020 STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval EMNLP 2020 Stochastic Optimization for Performative Prediction NeurIPS 2020 Structured Probabilistic End-to-End Learning from Crowds IJCAI 2020 Structure Learning from Related Data Sets with a Hierarchical Bayesian Score PGM 2020 Successor Features Combine Elements of Model-Free and Model-based Reinforcement Learning JMLR 2020 Surface Realization Using Pretrained Language Models COLING 2020 Swimming with the Tide? Positional Claim Detection across Political Text Types EMNLP 2020 Symbolic Network: Generalized Neural Policies for Relational MDPs ICML 2020 Symbolic Querying of Vector Spaces: Probabilistic Databases Meets Relational Embeddings UAI 2020 SynET: Synonym Expansion using Transitivity EMNLP 2020 Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction COLING 2020 Systematic Generalization on gSCAN with Language Conditioned Embedding AACL 2020 Tandem Inference: An Out-of-Core Streaming Algorithm for Very Large-Scale Relational Inference AAAI 2020 TartanVO: A Generalizable Learning-based VO CoRL 2020 Task-Aware Representation of Sentences for Generic Text Classification COLING 2020 Task-Based Learning via Task-Oriented Prediction Network with Applications in Finance IJCAI 2020 Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer ACL 2020