conftrace_
← Core Methods
Machine Learning › Core Methods ›

Representation Learning

18,863 papers

Papers per year

Papers

Discrepancy and Uncertainty Aware Denoising Knowledge Distillation for Zero-Shot Cross-Lingual Named Entity Recognition AAAI 2024
MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts AAAI 2024
Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models AAAI 2024
PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation AAAI 2024
Towards Equipping Transformer with the Ability of Systematic Compositionality AAAI 2024
Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector AAAI 2024
TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling AAAI 2024
Hierarchical Aligned Multimodal Learning for NER on Tweet Posts AAAI 2024
Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models AAAI 2024
Span Graph Transformer for Document-Level Named Entity Recognition AAAI 2024
Self-Supervised Disentangled Representation Learning for Robust Target Speech Extraction AAAI 2024
Fact-Driven Logical Reasoning for Machine Reading Comprehension AAAI 2024
A Unified Knowledge Transfer Network for Generalized Category Discovery AAAI 2024
TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification AAAI 2024
Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference AAAI 2024
Dependency Structure-Enhanced Graph Attention Networks for Event Detection AAAI 2024
Restoring Speaking Lips from Occlusion for Audio-Visual Speech Recognition AAAI 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning AAAI 2024
LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs AAAI 2024
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling AAAI 2024
Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation AAAI 2024
Coreference Graph Guidance for Mind-Map Generation AAAI 2024
MultiSum: A Multi-Facet Approach for Extractive Social Summarization Utilizing Semantic and Sociological Relationships AAAI 2024
Layer-Wise Representation Fusion for Compositional Generalization AAAI 2024
Fine-Grained Distillation for Long Document Retrieval AAAI 2024