conftrace_

language model fine-tuning

236 papers

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language model (4599) text classification (6793) transfer learning (5449) large language model (13587) text generation (2913) data augmentation (3052) pre-trained language model (1515) low-resource language (2273) named entity recognition (2813) multilingual nlp (1426)

Papers

Prefix-Tuning: Optimizing Continuous Prompts for Generation IJCNLP 2021
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media EMNLP 2021
CoreLM: Coreference-aware Language Model Fine-Tuning EMNLP 2021
Consistency Regularization for Cross-Lingual Fine-Tuning IJCNLP 2021
Selecting Informative Contexts Improves Language Model Fine-tuning IJCNLP 2021
LESA: Linguistic Encapsulation and Semantic Amalgamation Based Generalised Claim Detection from Online Content EACL 2021
Globalizing BERT-based Transformer Architectures for Long Document Summarization EACL 2021
Beyond Grammatical Error Correction: Improving L1-influenced research writing in English using pre-trained encoder-decoder models EMNLP 2021
Improving and Simplifying Pattern Exploiting Training EMNLP 2021
RedwoodNLP at SemEval-2021 Task 7: Ensembled Pretrained and Lightweight Models for Humor Detection ACL 2021
Revisiting Pretraining with Adapters ACL 2021
Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity ACL 2020
imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A multilabel BERT-based system for predicting COVID-19 events EMNLP 2020
Generative Data Augmentation for Commonsense Reasoning EMNLP 2020
GenAug: Data Augmentation for Finetuning Text Generators EMNLP 2020
Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering ACL 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting EMNLP 2020
Detecting Entailment in Code-Mixed Hindi-English Conversations EMNLP 2020
SUPP.AI: finding evidence for supplement-drug interactions ACL 2020
Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods ACL 2020
Modeling Preconditions in Text with a Crowd-sourced Dataset EMNLP 2020
TextHide: Tackling Data Privacy in Language Understanding Tasks EMNLP 2020
Inducing Relational Knowledge from BERT AAAI 2020
UMSIForeseer at SemEval-2020 Task 11: Propaganda Detection by Fine-Tuning BERT with Resampling and Ensemble Learning COLING 2020
Large Dataset and Language Model Fun-Tuning for Humor Recognition ACL 2019