Transfer Learning

Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability EMNLP 2021 Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks EMNLP 2021 Is Stance Detection Topic-Independent and Cross-topic Generalizable? - A Reproduction Study EMNLP 2021 Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning EMNLP 2021 jurBERT: A Romanian BERT Model for Legal Judgement Prediction EMNLP 2021 Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases ACL 2021 Knowledge-Adaptation Priors NeurIPS 2021 Knowledge Base Completion Meets Transfer Learning EMNLP 2021 Knowledge Distillation with Noisy Labels for Natural Language Understanding EMNLP 2021 Knowledge-Guided Paraphrase Identification EMNLP 2021 K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce EMNLP 2021 Language-agnostic Representation from Multilingual Sentence Encoders for Cross-lingual Similarity Estimation EMNLP 2021 Language Clustering for Multilingual Named Entity Recognition EMNLP 2021 Language Model Pretraining and Transfer Learning for Very Low Resource Languages EMNLP 2021 Language Representations for Generalization in Reinforcement Learning ACML 2021 Larger-Context Tagging: When and Why Does It Work? NAACL 2021 Large-Scale Meta-Learning with Continual Trajectory Shifting ICML 2021 Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition AAAI 2021 Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection NAACL 2021 Latent Skill Planning for Exploration and Transfer ICLR 2021 Layer-Wise Fast Adaptation for End-to-End Multi-Accent Speech Recognition Interspeech 2021 Lazy Low-Resource Coreference Resolution: a Study on Leveraging Black-Box Translation Tools EMNLP 2021 Learning a Universal Template for Few-shot Dataset Generalization ICML 2021 Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora EMNLP 2021 Learning Cross-lingual Representations for Event Coreference Resolution with Multi-view Alignment and Optimal Transport EMNLP 2021