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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

On the Fragility of Active Learners for Text Classification EMNLP 2024
Unsupervised Discrete Representations of American Sign Language EMNLP 2024
Representational Analysis of Binding in Language Models EMNLP 2024
Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models EMNLP 2024
The Mystery of the Pathological Path-star Task for Language Models EMNLP 2024
MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space EMNLP 2024
RepEval: Effective Text Evaluation with LLM Representation EMNLP 2024
Latent Learningscape Guided In-context Learning ACL 2024
A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection ACL 2024
Monotonic Representation of Numeric Attributes in Language Models ACL 2024
XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception ACL 2024
Parallel Structures in Pre-training Data Yield In-Context Learning ACL 2024
ProtT3: Protein-to-Text Generation for Text-based Protein Understanding ACL 2024
SparseFlow: Accelerating Transformers by Sparsifying Information Flows ACL 2024
Learning Geometry-Aware Representations for New Intent Discovery ACL 2024
Towards Real-world Scenario: Imbalanced New Intent Discovery ACL 2024
Semiparametric Token-Sequence Co-Supervision ACL 2024
Answer is All You Need: Instruction-following Text Embedding via Answering the Question ACL 2024
PolCLIP: A Unified Image-Text Word Sense Disambiguation Model via Generating Multimodal Complementary Representations ACL 2024
Spectral Filters, Dark Signals, and Attention Sinks ACL 2024
Region-Based Representations Revisited CVPR 2024
GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding CVPR 2024
LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling CVPR 2024
Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics ACL 2024
Unintended Impacts of LLM Alignment on Global Representation ACL 2024