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Self-Supervised Learning

8,255 papers

Papers per year

Papers

FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations NAACL 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training NAACL 2022
Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants NAACL 2022
Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation NAACL 2022
Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting NAACL 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2022
Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling NAACL 2022
Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge NAACL 2022
Embedding Hallucination for Few-shot Language Fine-tuning NAACL 2022
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning NAACL 2022
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction NAACL 2022
Explicit Use of Topicality in Dialogue Response Generation NAACL 2022
Self-supervised Representation Learning for Speech Processing NAACL 2022
Tutorial on Multimodal Machine Learning NAACL 2022
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems NAACL 2022
Self-supervised Product Title Rewrite for Product Listing Ads NAACL 2022
Knowledge extraction from aeronautical messages (NOTAMs) with self-supervised language models for aircraft pilots NAACL 2022
Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI NAACL 2022
Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual Context NAACL 2022
Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks NAACL 2022
Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document Transcription NAACL 2022
Fine-grained Image Captioning with CLIP Reward NAACL 2022
Data Augmentation for Low-Resource Dialogue Summarization NAACL 2022
Empathetic Persuasion: Reinforcing Empathy and Persuasiveness in Dialogue Systems NAACL 2022
Self-Training with Differentiable Teacher NAACL 2022