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Representation Learning

2843 directly classified papers

Papers per year

Papers

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance WACV 2025
Alleviating Hallucinations of Large Language Models through Induced Hallucinations NAACL 2025
RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples WACV 2025
Deciphering Implicatures: On NLP and Oral Testimonies COLING 2025
Improved Unbiased Watermark for Large Language Models ACL 2025
Flipping Knowledge Distillation: Leveraging Small Models’ Expertise to Enhance LLMs in Text Matching ACL 2025
Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient AAAI 2025
Mining the uncertainty patterns of humans and models in the annotation of moral foundations and human values ACL 2025
Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting AAAI 2025
Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025
Distribution-Driven Dense Retrieval: Modeling Many-to-One Query-Document Relationship AAAI 2025
SocialEval: Evaluating Social Intelligence of Large Language Models ACL 2025
HyperHatePrompt: A Hypergraph-based Prompting Fusion Model for Multimodal Hate Detection COLING 2025
Can Generative Models Improve Self-Supervised Representation Learning? AAAI 2025
Fine-Grained Features-based Code Search for Precise Query-Code Matching COLING 2025
Semantic Frame Induction from a Real-World Corpus ACL 2025
UPSC2M: Benchmarking Adaptive Learning from Two Million MCQ Attempts ACL 2025
Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025
BabyLM’s First Words: Word Segmentation as a Phonological Probing Task ACL 2025
Disentangling Biased Representations: A Causal Intervention Framework for Fairer NLP Models ACL 2025
CLEP: A Novel Contrastive Learning Method for Evolutionary Reentrancy Vulnerability Detection AAAI 2025
AFFAKT: A Hierarchical Optimal Transport Based Method for Affective Facial Knowledge Transfer in Video Deception Detection AAAI 2025
Holistic Semantic Representation for Navigational Trajectory Generation AAAI 2025
Who leads? Who follows? Temporal dynamics of political dogwhistles in Swedish online communities ACL 2025
Effective and Efficient Representation Learning for Flight Trajectories AAAI 2025