Representation Learning

Investigating Psychometric Predictive Power of Syntactic Attention CoNLL 2025 Investigating Relational State Abstraction in Collaborative MARL AAAI 2025 Investigating Subjective Factors of Argument Strength: Storytelling, Emotions, and Hedging ACL 2025 Investigating the Contextualised Word Embedding Dimensions Specified for Contextual and Temporal Semantic Changes COLING 2025 Is CLIP ideal? No. Can we fix it? Yes! ICCV 2025 Is Incremental Structure Prediction Process Universal across Languages?: Revisiting Parsing Strategy through Speculation CoNLL 2025 Isometric Regularization for Manifolds of Functional Data ICLR 2025 I Speak for the Árboles: Developing a Dependency Treebank for Spanish L2 and Heritage Speakers ACL 2025 IsUMap: Manifold Learning and Data Visualization Leveraging Vietoris-Rips Filtrations AAAI 2025 Is Your Image a Good Storyteller? AAAI 2025 Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation CVPR 2025 Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025 Iterative Sparse Attention for Long-sequence Recommendation AAAI 2025 Iterative Substructure Extraction for Molecular Relational Learning with Interactive Graph Information Bottleneck ICLR 2025 Jacobian Sparse Autoencoders: Sparsify Computations, Not Just Activations ICML 2025 JI2S: Joint Influence‐Aware Instruction Data Selection for Efficient Fine‐Tuning EMNLP 2025 Jigsaw++: Imagining Complete Shape Priors for Object Reassembly ICCV 2025 Joint Class-level and Instance-level Relationship Modeling for Novel Class Discovery AAAI 2025 Joint Enhancement of Relational Reasoning for Long-Context LLMs EMNLP 2025 Joint Knowledge Editing for Information Enrichment and Probability Promotion AAAI 2025 JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling EMNLP 2025 Judge and Improve: Towards a Better Reasoning of Knowledge Graphs with Large Language Models EMNLP 2025 JU_NLP at SemEval-2025 Task 7: Leveraging Transformer-Based Models for Multilingual & Crosslingual Fact-Checked Claim Retrieval SemEval 2025 KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks ICLR 2025 KaeDe: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved KBQA EMNLP 2025