Representation Learning

An Information Criterion for Controlled Disentanglement of Multimodal Data ICLR 2025 An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding AAAI 2025 Annotating and Inferring Compositional Structures in Numeral Systems Across Languages ACL 2025 Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models EMNLP 2025 A Non-Contrastive Learning Framework for Sequential Recommendation with Preference-Preserving Profile Generation ICLR 2025 An Optimal Transport-based Latent Mixer for Robust Multi-modal Learning AAAI 2025 An Orthogonal High-Rank Adaptation for Large Language Models EMNLP 2025 A Novel Computational Modeling Foundation for Automatic Coherence Assessment NAACL 2025 AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting ACL 2025 any4: Learned 4-bit Numeric Representation for LLMs ICML 2025 AnyEdit: Edit Any Knowledge Encoded in Language Models ICML 2025 AnyPlace: Learning Generalizable Object Placement for Robot Manipulation CoRL 2025 A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025 A Peer-review Look on Multi-modal Clustering: An Information Bottleneck Realization Method ICML 2025 APKGC: Noise-enhanced Multi-Modal Knowledge Graph Completion with Attention Penalty AAAI 2025 Approximating Latent Manifolds in Neural Networks via Vanishing Ideals ICML 2025 A Practical Method for Generating String Counterfactuals NAACL 2025 A Preliminary Exploration of Phrase-Based SMT and Multi-BPE Segmentations through Concatenated Tokenised Corpora for Low-Resource Indian Languages EMNLP 2025 Arbitrarily-Conditioned Multi-Functional Diffusion for Multi-Physics Emulation ICML 2025 Arbitrary Reading Order Scene Text Spotter with Local Semantics Guidance AAAI 2025 Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models ICML 2025 ARD-VAE: A Statistical Formulation to Find the Relevant Latent Dimensions of Variational Autoencoders WACV 2025 Are Economists Always More Introverted? Analyzing Consistency in Persona-Assigned LLMs EMNLP 2025 Are Humans as Brittle as Large Language Models? IJCNLP 2025 A Relaxed Symmetric Non-negative Matrix Factorization Approach for Community Discovery (Extended Abstract) IJCAI 2025