conftrace_

pretrained language model

1030 papers

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Also known as

PLM PRLM

Co-occurring keywords

transfer learning (5449) text classification (6793) pre-trained language model (1515) language model (4599) few-shot learning (3398) text generation (2913) domain adaptation (4595) representation learning (6206) data augmentation (3052) question answering (2963)

Papers

Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers EMNLP 2020
Asking without Telling: Exploring Latent Ontologies in Contextual Representations EMNLP 2020
Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task EMNLP 2020
VD-BERT: A Unified Vision and Dialog Transformer with BERT EMNLP 2020
Precise Task Formalization Matters in Winograd Schema Evaluations EMNLP 2020
Reformulating Unsupervised Style Transfer as Paraphrase Generation EMNLP 2020
Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-Art EMNLP 2020
Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT EMNLP 2020
SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction EMNLP 2020
Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules? EMNLP 2020
Enhancing Question Answering by Injecting Ontological Knowledge through Regularization EMNLP 2020
Investigating Novel Verb Learning in BERT: Selectional Preference Classes and Alternation-Based Syntactic Generalization EMNLP 2020
The birth of Romanian BERT EMNLP 2020
The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation EMNLP 2020
Integrating Task Specific Information into Pretrained Language Models for Low Resource Fine Tuning EMNLP 2020
Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA EMNLP 2020
Investigating Transferability in Pretrained Language Models EMNLP 2020
Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events EMNLP 2020
EXAMS: A Multi-subject High School Examinations Dataset for Cross-lingual and Multilingual Question Answering EMNLP 2020
Multi-Stage Pre-training for Low-Resource Domain Adaptation EMNLP 2020
“You are grounded!”: Latent Name Artifacts in Pre-trained Language Models EMNLP 2020
Generative Data Augmentation for Commonsense Reasoning EMNLP 2020
Quantifying the Contextualization of Word Representations with Semantic Class Probing EMNLP 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models EMNLP 2020
Generating Synthetic Data for Task-Oriented Semantic Parsing with Hierarchical Representations EMNLP 2020