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

Orthogonality and isotropy of speaker and phonetic information in self-supervised speech representations INTERSPEECH 2024

An Effective Local Prototypical Mapping Network for Speech Emotion Recognition INTERSPEECH 2024

Whister: Using Whisper’s representations for Stuttering detection INTERSPEECH 2024

Exploring Self-supervised Embeddings and Synthetic Data Augmentation for Robust Audio Deepfake Detection INTERSPEECH 2024

Learnable Layer Selection and Model Fusion for Speech Self-Supervised Learning Models INTERSPEECH 2024

Emotion-Aware Speech Self-Supervised Representation Learning with Intensity Knowledge INTERSPEECH 2024

On the Encoding of Gender in Transformer-based ASR Representations INTERSPEECH 2024

Identifying Linear Relational Concepts in Large Language Models NAACL 2024

A Comprehensive Study of Gender Bias in Chemical Named Entity Recognition Models NAACL 2024

HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification NAACL 2024

Anisotropy is Not Inherent to Transformers NAACL 2024

Language Models Implement Simple Word2Vec-style Vector Arithmetic NAACL 2024

The Impact of Depth on Compositional Generalization in Transformer Language Models NAACL 2024

Leveraging Prototypical Representations for Mitigating Social Bias without Demographic Information NAACL 2024

BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models NAACL 2024

Contrastive Learning as a Polarizer: Mitigating Gender Bias by Fair and Biased sentences NAACL 2024

BITS Pilani at SemEval-2024 Task 1: Using text-embedding-3-large and LaBSE embeddings for Semantic Textual Relatedness NAACL 2024

R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces NAACL 2024

ContraSim – Analyzing Neural Representations Based on Contrastive Learning NAACL 2024

Language-Independent Representations Improve Zero-Shot Summarization NAACL 2024

Start Simple: Progressive Difficulty Multitask Learning NAACL 2024

Memorizing Documents with Guidance in Large Language Models IJCAI 2024

Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation IJCAI 2024

Dynamic Weighted Graph Fusion for Deep Multi-View Clustering IJCAI 2024

Deep Embedding Clustering Driven by Sample Stability IJCAI 2024