Transfer Learning

PRO-CS : An Instance-Based Prompt Composition Technique for Code-Switched Tasks EMNLP 2022 Prompt Consistency for Zero-Shot Task Generalization EMNLP 2022 Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models EMNLP 2022 Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook EMNLP 2022 SkillSpan: Hard and Soft Skill Extraction from English Job Postings NAACL 2022 Snapshot-Guided Domain Adaptation for ELECTRA EMNLP 2022 Sort by Structure: Language Model Ranking as Dependency Probing NAACL 2022 Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs COLING 2022 Team DMG at CMCL 2022 Shared Task: Transformer Adapters for the Multi- and Cross-Lingual Prediction of Human Reading Behavior ACL 2022 TERMinator: A System for Scientific Texts Processing COLING 2022 Time Waits for No One! Analysis and Challenges of Temporal Misalignment NAACL 2022 Towards a Unified View of Parameter-Efficient Transfer Learning ICLR 2022 Unsupervised Cross-Lingual Transfer of Structured Predictors without Source Data NAACL 2022 Using Contextual Sentence Analysis Models to Recognize ESG Concepts EMNLP 2022 Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment EMNLP 2022 VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding EMNLP 2022 Vision-Language Pre-Training for Boosting Scene Text Detectors CVPR 2022 WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models NAACL 2022 XDoc: Unified Pre-training for Cross-Format Document Understanding EMNLP 2022 A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters ACL 2021 Analogy Training Multilingual Encoders AAAI 2021 A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations EMNLP 2021 A Systematic Review of Reproducibility Research in Natural Language Processing EACL 2021 Beyond Grammatical Error Correction: Improving L1-influenced research writing in English using pre-trained encoder-decoder models EMNLP 2021 Bootstrapping Relation Extractors using Syntactic Search by Examples EACL 2021