Representation Learning

Probing for the Usage of Grammatical Number ACL 2022 Probing phoneme, language and speaker information in unsupervised speech representations Interspeech 2022 Probing Pretrained Models of Source Codes EMNLP 2022 Probing Relational Knowledge in Language Models via Word Analogies EMNLP 2022 Probing Representation Forgetting in Supervised and Unsupervised Continual Learning CVPR 2022 Probing the representations of named entities in Transformer-based Language Models EMNLP 2022 Probing via Prompting NAACL 2022 Probing with Noise: Unpicking the Warp and Weft of Embeddings EMNLP 2022 Probing Word Syntactic Representations in the Brain by a Feature Elimination Method AAAI 2022 Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words ACL 2022 Procedural Image Programs for Representation Learning NeurIPS 2022 ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning ICML 2022 Programmable Annotation with Diversed Heuristics and Data Denoising COLING 2022 Programmatic Concept Learning for Human Motion Description and Synthesis CVPR 2022 Progressive Minimal Path Method With Embedded CNN CVPR 2022 Projected Gradient Descent Algorithms for Solving Nonlinear Inverse Problems with Generative Priors IJCAI 2022 Projected Robust PCA with Application to Smooth Image Recovery JMLR 2022 Projected Statistical Methods for Distributional Data on the Real Line with the Wasserstein Metric JMLR 2022 Promoting Pre-trained LM with Linguistic Features on Automatic Readability Assessment AACL 2022 Properties from mechanisms: an equivariance perspective on identifiable representation learning ICLR 2022 ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation ACL 2022 Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition IJCAI 2022 Proposition-Level Clustering for Multi-Document Summarization NAACL 2022 Prospectus Language and IPO Performance EMNLP 2022 ProtGNN: Towards Self-Explaining Graph Neural Networks AAAI 2022