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Representation Learning

4516 directly classified papers

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Papers

Modeling Complex Interactions in Long Documents for Aspect-Based Sentiment Analysis ACL 2024
Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval ACL 2024
Towards Progressive Multi-Frequency Representation for Image Warping CVPR 2024
Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion ACL 2024
Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure ACL 2024
SODA: Bottleneck Diffusion Models for Representation Learning CVPR 2024
Don’t Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation ACL 2024
UTRad-NLP at #SMM4H 2024: Why LLM-Generated Texts Fail to Improve Text Classification Models ACL 2024
Learning Geometry-Aware Representations for New Intent Discovery ACL 2024
Learning from Others: Similarity-based Regularization for Mitigating Dataset Bias. ACL 2024
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ACL 2024
Efficient Dynamic Hard Negative Sampling for Dialogue Selection ACL 2024
Learning New Tasks from a Few Examples with Soft-Label Prototypes ACL 2024
Probing the Emergence of Cross-lingual Alignment during LLM Training ACL 2024
Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024
Parallel Structures in Pre-training Data Yield In-Context Learning ACL 2024
Space Decomposition for Sentence Embedding ACL 2024
Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders ACL 2024
Whitening Not Recommended for Classification Tasks in LLMs ACL 2024
Large Language Models Relearn Removed Concepts ACL 2024
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models ACL 2024
Linear Transformers with Learnable Kernel Functions are Better In-Context Models ACL 2024
Deterministic Reversible Data Augmentation for Neural Machine Translation ACL 2024
What Are You Token About? Differentiable Perturbed Top-k Token Selection for Scientific Document Summarization ACL 2024
Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN AAAI 2024