Transfer Learning

Chinese Opinion Role Labeling with Corpus Translation: A Pivot Study EMNLP 2021 Cross-lingual Contextualized Topic Models with Zero-shot Learning EACL 2021 Developing Conversational Data and Detection of Conversational Humor in Telugu EMNLP 2021 Does Putting a Linguist in the Loop Improve NLU Data Collection? EMNLP 2021 Domain-Adaptive Pretraining Methods for Dialogue Understanding ACL 2021 Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data EACL 2021 ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora EMNLP 2021 Evaluating morphological typology in zero-shot cross-lingual transfer ACL 2021 Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes EMNLP 2021 Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study ACL 2021 Few-shot learning through contextual data augmentation EACL 2021 FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding AAAI 2021 How to Adapt Your Pretrained Multilingual Model to 1600 Languages ACL 2021 Identifying the Importance of Content Overlap for Better Cross-lingual Embedding Mappings EMNLP 2021 Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning EMNLP 2021 Learning Term Embeddings for Lexical Taxonomies AAAI 2021 Learning to Augment for Data-scarce Domain BERT Knowledge Distillation AAAI 2021 Learning to Generate Task-Specific Adapters from Task Description ACL 2021 Modern Talking in Key Point Analysis: Key Point Matching using Pretrained Encoders EMNLP 2021 Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling EMNLP 2021 Muppet: Massive Multi-task Representations with Pre-Finetuning EMNLP 2021 MURAL: Multimodal, Multitask Representations Across Languages EMNLP 2021 On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling EMNLP 2021 On the Cross-lingual Transferability of Contextualized Sense Embeddings EMNLP 2021 On the Importance of Word Order Information in Cross-lingual Sequence Labeling AAAI 2021