conftrace_

downstream task

177 papers

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Co-occurring keywords

representation learning (6206) transfer learning (5449) self-supervised learning (3777) large language model (13587) language model (4599) contrastive learning (4032) pretrained language model (1030) reinforcement learning (4352) knowledge distillation (3725) pre-trained model (412)

Papers

Self-Supervised Pretraining with DICOM metadata in Ultrasound Imaging MLHC 2020
Towards Debiasing Sentence Representations ACL 2020
MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining EMNLP 2020
The Impact of De-identification on Downstream Named Entity Recognition in Clinical Text EMNLP 2020
Large Product Key Memory for Pretrained Language Models EMNLP 2020
How Useful Is Self-Supervised Pretraining for Visual Tasks? CVPR 2020
Guiding Attention for Self-Supervised Learning with Transformers EMNLP 2020
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models EMNLP 2020
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere ICML 2020
QuASE: Question-Answer Driven Sentence Encoding ACL 2020
An Empirical Study of the Downstream Reliability of Pre-Trained Word Embeddings COLING 2020
UER: An Open-Source Toolkit for Pre-training Models EMNLP 2019
Unsupervised Dialog Structure Learning NAACL 2019
Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering EMNLP 2019
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions ACL 2019
On the Fairness of Disentangled Representations NIPS 2019
Machine Translation for Machines: the Sentiment Classification Use Case IJCNLP 2019
Learning to Sample CVPR 2019
Paraphrasing with Large Language Models EMNLP 2019
UER: An Open-Source Toolkit for Pre-training Models IJCNLP 2019
Wasserstein Dependency Measure for Representation Learning NIPS 2019
Machine Translation for Machines: the Sentiment Classification Use Case EMNLP 2019
An Evaluation of Language-Agnostic Inner-Attention-Based Representations in Machine Translation ACL 2019
Empirical Linguistic Study of Sentence Embeddings ACL 2019
BioReddit: Word Embeddings for User-Generated Biomedical NLP EMNLP 2019