Representation Learning

Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings MIDL 2022 Improving Faithfulness by Augmenting Negative Summaries from Fake Documents EMNLP 2022 Improving Few-Shot Relation Classification by Prototypical Representation Learning with Definition Text NAACL 2022 Improving Generative Adversarial Networks via Adversarial Learning in Latent Space NeurIPS 2022 Improving Mandarin Prosodic Structure Prediction with Multi-level Contextual Information Interspeech 2022 Improving Phonetic Transcriptions of Children’s Speech by Pronunciation Modelling with Constrained CTC-Decoding Interspeech 2022 Improving Policy Learning via Language Dynamics Distillation NeurIPS 2022 Improving Rare Word Recognition with LM-aware MWER Training Interspeech 2022 Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation EMNLP 2022 Improving Self-Supervised Learning by Characterizing Idealized Representations NeurIPS 2022 Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks Interspeech 2022 Improving Subgraph Recognition With Variational Graph Information Bottleneck CVPR 2022 Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost ACL 2022 In a Nutshell, the Human Asked for This: Latent Goals for Following Temporal Specifications ICLR 2022 Incorporating Causal Analysis into Diversified and Logical Response Generation COLING 2022 Increasing the Diversity of Deep Generative Models AAAI 2022 Incremental Disfluency Detection for Spoken Learner English NAACL 2022 Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models EMNLP 2022 Inducing and Using Alignments for Transition-based AMR Parsing NAACL 2022 Inducing Causal Structure for Interpretable Neural Networks ICML 2022 Inducing Generalizable and Interpretable Lexica EMNLP 2022 Inducing Positive Perspectives with Text Reframing ACL 2022 Inductive Relation Prediction Using Analogy Subgraph Embeddings ICLR 2022 Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations EMNLP 2022 Inferring Versatile Behavior from Demonstrations by Matching Geometric Descriptors CoRL 2022