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representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

Effect of Post-processing on Contextualized Word Representations COLING 2022
Does BERT Rediscover a Classical NLP Pipeline? COLING 2022
Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks NAACL 2022
LITE: Intent-based Task Representation Learning Using Weak Supervision NAACL 2022
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning NAACL 2022
How Gender Debiasing Affects Internal Model Representations, and Why It Matters NAACL 2022
Unified Semantic Typing with Meaningful Label Inference NAACL 2022
Do Trajectories Encode Verb Meaning? NAACL 2022
Analyzing Encoded Concepts in Transformer Language Models NAACL 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2022
Entity Linking via Explicit Mention-Mention Coreference Modeling NAACL 2022
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes NAACL 2022
Procedural Image Programs for Representation Learning NIPS 2022
An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning INTERSPEECH 2022
Investigation into Target Speaking Rate Adaptation for Voice Conversion INTERSPEECH 2022
WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification INTERSPEECH 2022
Impairment Representation Learning for Speech Quality Assessment INTERSPEECH 2022
Acoustic Representation Learning on Breathing and Speech Signals for COVID-19 Detection INTERSPEECH 2022
A Multimodal Strategy for Singing Language Identification INTERSPEECH 2022
Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings INTERSPEECH 2022
Cross-Age Speaker Verification: Learning Age-Invariant Speaker Embeddings INTERSPEECH 2022
Whodunit? Learning to Contrast for Authorship Attribution IJCNLP 2022
Delivering Fairness in Human Resources AI: Mutual Information to the Rescue IJCNLP 2022
Affective Retrofitted Word Embeddings IJCNLP 2022
Self-Supervised Representation Learning via Latent Graph Prediction ICML 2022