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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Enabling Unsupervised Neural Machine Translation with Word-level Visual Representations EMNLP 2023
Dialog-Post: Multi-Level Self-Supervised Objectives and Hierarchical Model for Dialogue Post-Training ACL 2023
Evaluate AMR Graph Similarity via Self-supervised Learning ACL 2023
Where’s the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation ACL 2023
Learning Better Masking for Better Language Model Pre-training ACL 2023
FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue ACL 2023
S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction ACL 2023
Best of Both Worlds: Multimodal Contrastive Learning With Tabular and Imaging Data CVPR 2023
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes ACL 2023
Frequency Balanced Datasets Lead to Better Language Models EMNLP 2023
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning ACL 2023
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction ACL 2023
An Investigation of Noise in Morphological Inflection ACL 2023
MIL-Decoding: Detoxifying Language Models at Token-Level via Multiple Instance Learning ACL 2023
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval ACL 2023
ParaLS: Lexical Substitution via Pretrained Paraphraser ACL 2023
Grammatical Error Correction via Mixed-Grained Weighted Training EMNLP 2023
Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning ACL 2023
ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation CVPR 2023
ProxyFormer: Proxy Alignment Assisted Point Cloud Completion With Missing Part Sensitive Transformer CVPR 2023
Intrinsic Physical Concepts Discovery With Object-Centric Predictive Models CVPR 2023
Masked Images Are Counterfactual Samples for Robust Fine-Tuning CVPR 2023
Tangentially Elongated Gaussian Belief Propagation for Event-Based Incremental Optical Flow Estimation CVPR 2023
Cross-Identity Video Motion Retargeting With Joint Transformation and Synthesis WACV 2023
Extracting Class Activation Maps From Non-Discriminative Features As Well CVPR 2023