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Representation Learning

18863 directly classified papers

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Papers

Large Language and Protein Assistant for Protein-Protein Interactions Prediction ACL 2025
Less Mature is More Adaptable for Sentence-level Language Modeling ACL 2025
Quantifying Semantic Emergence in Language Models ACL 2025
LexTempus: Enhancing Temporal Generalizability of Legal Language Models Through Dynamic Mixture of Experts ACL 2025
ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control ACL 2025
Large Language Models are Good Relational Learners ACL 2025
Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents ACL 2025
Topic Modeling for Short Texts via Optimal Transport-Based Clustering ACL 2025
SQUiD: Synthesizing Relational Databases from Unstructured Text EMNLP 2025
Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings ACL 2025
Towards Text-Image Interleaved Retrieval ACL 2025
Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition ACL 2025
QAEncoder: Towards Aligned Representation Learning in Question Answering Systems ACL 2025
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models ACL 2025
Rotation-Equivariant Self-Supervised Method in Image Denoising CVPR 2025
Improving Handshape Representations for Sign Language Processing: A Graph Neural Network Approach EMNLP 2025
HyperCRS: Hypergraph-Aware Multi-Grained Preference Learning to Burst Filter Bubbles in Conversational Recommendation System ACL 2025
Extending LLM Context Window with Adaptive Grouped Positional Encoding: A Training-Free Method ACL 2025
S3 - Semantic Signal Separation ACL 2025
PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder ACL 2025
Design Choices for Extending the Context Length of Visual Language Models ACL 2025
The Role of Abstract Representations and Observed Preferences in the Ordering of Binomials in Large Language Models ACL 2025
ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance EMNLP 2025
Polarimetric Neural Field via Unified Complex-Valued Wave Representation ICCV 2025
Semantic Outlier Removal with Embedding Models and LLMs ACL 2025