Representation Learning

Extended LSTMs for Knowledge Tracing: Peeking Inside the Black Box (Student Abstract) AAAI 2025 Extending LLM Context Window with Adaptive Grouped Positional Encoding: A Training-Free Method ACL 2025 ExtPose: Robust and Coherent Pose Estimation by Extending ViTs ICML 2025 Extracting Conceptual Spaces from LLMs Using Prototype Embeddings EMNLP 2025 Extracting Financial Causality through QA: Insights from FinCausal 2025 Spanish Subtask COLING 2025 Extractive Structures Learned in Pretraining Enable Generalization on Finetuned Facts ICML 2025 exUMI: Extensible Robot Teaching System with Action-aware Task-agnostic Tactile Representation CoRL 2025 FACTCHECKMATE: Preemptively Detecting and Mitigating Hallucinations in LMs EMNLP 2025 FactorGCL: A Hypergraph-Based Factor Model with Temporal Residual Contrastive Learning for Stock Returns Prediction AAAI 2025 FACTS: A Factored State-Space Framework for World Modelling ICLR 2025 Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts EMNLP 2025 Factual Knowledge in Language Models: Robustness and Anomalies under Simple Temporal Context Variations ACL 2025 FADE: Why Bad Descriptions Happen to Good Features ACL 2025 FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection ICCV 2025 FairPFN: A Tabular Foundation Model for Causal Fairness ICML 2025 Fair Text-Attributed Graph Representation Learning EMNLP 2025 FaithfulSAE: Towards Capturing Faithful Features with Sparse Autoencoders without External Datasets Dependency ACL 2025 FakeDiffer: Distributional Disparity Learning on Differentiated Reconstruction for Face Forgery Detection AAAI 2025 False Friends Are Not Foes: Investigating Vocabulary Overlap in Multilingual Language Models EMNLP 2025 FaMTEB: Massive Text Embedding Benchmark in Persian Language EMNLP 2025 Fast Multi-Instance Partial-Label Learning AAAI 2025 Fast Second-Order Online Kernel Learning Through Incremental Matrix Sketching and Decomposition IJCAI 2025 Fast Tensor Completion via Approximate Richardson Iteration ICML 2025 FATE: Full-head Gaussian Avatar with Textural Editing from Monocular Video CVPR 2025 Fathom: A Fast and Modular RAG Pipeline for Fact-Checking ACL 2025