conftrace_

pre-trained language model

1515 papers

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Also known as

PLMS PTLM PRLM

Co-occurring keywords

transfer learning (5449) text classification (6793) language model (4599) pretrained language model (1030) named entity recognition (2813) few-shot learning (3398) contrastive learning (4032) domain adaptation (4595) representation learning (6206) knowledge distillation (3725)

Papers

An Investigation of Language Model Interpretability via Sentence Editing EMNLP 2021
Assessing the Generalization Capacity of Pre-trained Language Models through Japanese Adversarial Natural Language Inference EMNLP 2021
Stacked AMR Parsing with Silver Data EMNLP 2021
Dynamic Knowledge Distillation for Pre-trained Language Models EMNLP 2021
KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning EMNLP 2021
FinQA: A Dataset of Numerical Reasoning over Financial Data EMNLP 2021
Measuring Sentence-Level and Aspect-Level (Un)certainty in Science Communications EMNLP 2021
MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization EMNLP 2021
RuleBERT: Teaching Soft Rules to Pre-Trained Language Models EMNLP 2021
BPM_MT: Enhanced Backchannel Prediction Model using Multi-Task Learning EMNLP 2021
TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths EMNLP 2021
Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models EMNLP 2021
FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models EMNLP 2021
Perhaps PTLMs Should Go to School – A Task to Assess Open Book and Closed Book QA EMNLP 2021
Multi-Class Grammatical Error Detection for Correction: A Tale of Two Systems EMNLP 2021
Few-Shot Named Entity Recognition: An Empirical Baseline Study EMNLP 2021
Rethinking Why Intermediate-Task Fine-Tuning Works EMNLP 2021
“Let Your Characters Tell Their Story”: A Dataset for Character-Centric Narrative Understanding EMNLP 2021
Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability EMNLP 2021
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots EMNLP 2021
HateBERT: Retraining BERT for Abusive Language Detection in English ACL 2021
UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span Prediction ACL 2021
UniParma at SemEval-2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model ACL 2021
SemEval 2021 Task 7: HaHackathon, Detecting and Rating Humor and Offense ACL 2021
Preserving Cross-Linguality of Pre-trained Models via Continual Learning ACL 2021