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Representation Learning

4516 directly classified papers

Papers per year

Papers

Learning to Correct for QA Reasoning with Black-box LLMs EMNLP 2024
QI-IRA: Quantum-Inspired Interactive Ranking Aggregation for Person Re-identification AAAI 2024
A Sequential Learning-Based Approach for Monocular Human Performance Capture WACV 2024
Learning Robust Deep Visual Representations From EEG Brain Recordings WACV 2024
QGEval: Benchmarking Multi-dimensional Evaluation for Question Generation EMNLP 2024
Modality-Aware Representation Learning for Zero-Shot Sketch-Based Image Retrieval WACV 2024
UTRad-NLP at #SMM4H 2024: Why LLM-Generated Texts Fail to Improve Text Classification Models ACL 2024
Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure ACL 2024
4D-fy: Text-to-4D Generation Using Hybrid Score Distillation Sampling CVPR 2024
BrainStorm @ iREL at #SMM4H 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets ACL 2024
Whitening Not Recommended for Classification Tasks in LLMs ACL 2024
Learning New Tasks from a Few Examples with Soft-Label Prototypes ACL 2024
Decoupled Contrastive Learning for Long-Tailed Recognition AAAI 2024
CoSAEmb: Contrastive Section-aware Aspect Embeddings for Scientific Articles ACL 2024
Modeling Complex Interactions in Long Documents for Aspect-Based Sentiment Analysis ACL 2024
Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders ACL 2024
KeDuSR: Real-World Dual-Lens Super-Resolution via Kernel-Free Matching AAAI 2024
Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024
Efficient Dynamic Hard Negative Sampling for Dialogue Selection ACL 2024
Space Decomposition for Sentence Embedding ACL 2024
A New Benchmark and Model for Challenging Image Manipulation Detection AAAI 2024
Probing the Emergence of Cross-lingual Alignment during LLM Training ACL 2024
Learning from Others: Similarity-based Regularization for Mitigating Dataset Bias. ACL 2024
Multi-Head Mixture-of-Experts NIPS 2024
Large Language Models Relearn Removed Concepts ACL 2024