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Transfer Learning

510 directly classified papers

Papers per year

Papers

PoseBlocks: A Toolkit for Creating (and Dancing) with AI AAAI 2021

Fine-tuning Transformers for Identifying Self-Reporting Potential Cases and Symptoms of COVID-19 in Tweets NAACL 2021

The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing ACL 2021

Improving Formality Style Transfer with Context-Aware Rule Injection ACL 2021

ReadOnce Transformers: Reusable Representations of Text for Transformers ACL 2021

FastSeq: Make Sequence Generation Faster ACL 2021

FKIE_itf_2021 at CASE 2021 Task 1: Using Small Densely Fully Connected Neural Nets for Event Detection and Clustering ACL 2021

BennettNLP at SemEval-2021 Task 5: Toxic Spans Detection using Stacked Embedding Powered Toxic Entity Recognizer ACL 2021

CSECU-DSG at SemEval-2021 Task 6: Orchestrating Multimodal Neural Architectures for Identifying Persuasion Techniques in Texts and Images ACL 2021

Word Embeddings, Cosine Similarity and Deep Learning for Identification of Professions & Occupations in Health-related Social Media NAACL 2021

System description for ProfNER - SMMH: Optimized finetuning of a pretrained transformer and word vectors NAACL 2021

Single-View Robot Pose and Joint Angle Estimation via Render & Compare CVPR 2021

Adaptive Convolutions for Structure-Aware Style Transfer CVPR 2021

SIPSA-Net: Shift-Invariant Pan Sharpening With Moving Object Alignment for Satellite Imagery CVPR 2021

How to Adapt Your Pretrained Multilingual Model to 1600 Languages IJCNLP 2021

Multilingual Unsupervised Neural Machine Translation with Denoising Adapters EMNLP 2021

PAUSE: Positive and Annealed Unlabeled Sentence Embedding EMNLP 2021

GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method EMNLP 2021

HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations EMNLP 2021

ParsTwiNER: A Corpus for Named Entity Recognition at Informal Persian EMNLP 2021

cushLEPOR: customising hLEPOR metric using Optuna for higher agreement with human judgments or pre-trained language model LaBSE EMNLP 2021

IST-Unbabel 2021 Submission for the Quality Estimation Shared Task EMNLP 2021

Kakao Enterprise’s WMT21 Machine Translation Using Terminologies Task Submission EMNLP 2021

Efficient Domain Adaptation of Language Models via Adaptive Tokenization EMNLP 2021

Batavia asked for advice. Pretrained language models for Named Entity Recognition in historical texts. EMNLP 2021