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Representation Learning

18863 directly classified papers

Papers per year

Papers

QiMLP: Quantum-inspired Multilayer Perceptron with Strong Correlation Mining and Parameter Compression AAAI 2025
Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling AAAI 2025
VidEvent: A Large Dataset for Understanding Dynamic Evolution of Events in Videos AAAI 2025
KVFKT: A New Horizon in Knowledge Tracing with Attention-Based Embedding and Forgetting Curve Integration COLING 2025
Enhancing LLMs via High-Knowledge Data Selection AAAI 2025
CART: A Generative Cross-Modal Retrieval Framework With Coarse-To-Fine Semantic Modeling ACL 2025
Small Language Model Makes an Effective Long Text Extractor AAAI 2025
Identifying Query-Relevant Neurons in Large Language Models for Long-Form Texts AAAI 2025
LLM+AL: Bridging Large Language Models and Action Languages for Complex Reasoning About Actions AAAI 2025
Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025
CITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance AAAI 2025
Semantic Reshuffling with LLM and Heterogeneous Graph Auto-Encoder for Enhanced Rumor Detection COLING 2025
HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding AAAI 2025
Multi-View Empowered Structural Graph Wordification for Language Models AAAI 2025
Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning AAAI 2025
C3oT: Generating Shorter Chain-of-Thought Without Compromising Effectiveness AAAI 2025
Task Generalization with Autoregressive Compositional Structure: Can Learning from $D$ Tasks Generalize to $D^T$ Tasks? ICML 2025
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs ACL 2025
Editing Memories Through Few Targeted Neurons AAAI 2025
A Text Embedding Model with Contrastive Example Mining for Point-of-Interest Geocoding COLING 2025
Improving Model Evaluation using SMART Filtering of Benchmark Datasets NAACL 2025
Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025
High-Dimension Human Value Representation in Large Language Models NAACL 2025
Rethinking Word Similarity: Semantic Similarity through Classification Confusion NAACL 2025
BI-Bench : A Comprehensive Benchmark Dataset and Unsupervised Evaluation for BI Systems ACL 2025