Representation Learning

Improving Parallel Sentence Mining for Low-Resource and Endangered Languages ACL 2025 Improving Personalized Search with Regularized Low-Rank Parameter Updates CVPR 2025 Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework NAACL 2025 Improving Pretraining Data Using Perplexity Correlations ICLR 2025 Improving Prompt Generalization for Cross-prompt Essay Trait Scoring from the Scoring-invariance Perspective EMNLP 2025 Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information EMNLP 2025 Improving Relation Extraction by Sequence-to-sequence-based Dependency Parsing Pre-training COLING 2025 Improving Retrieval Augmented Language Model with Self-Reasoning AAAI 2025 Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations EMNLP 2025 Improving Transformer Based Line Segment Detection with Matched Predicting and Re-ranking AAAI 2025 Improving Zero-shot Sentence Decontextualisation with Content Selection and Planning EMNLP 2025 ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing Data IJCAI 2025 In2NeCT: Inter-class and Intra-class Neural Collapse Tuning for Semantic Segmentation of Imbalanced Remote Sensing Images AAAI 2025 Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis AAAI 2025 Incomplete Multi-View Multi-label Learning via Disentangled Representation and Label Semantic Embedding CVPR 2025 In-Context Denoising with One-Layer Transformers: Connections between Attention and Associative Memory Retrieval ICML 2025 In-Context Editing: Learning Knowledge from Self-Induced Distributions ICLR 2025 In-Context Learning as Conditioned Associative Memory Retrieval ICML 2025 In-Context Learning of Soft Nearest Neighbor Classifiers for Intelligible Tabular Machine Learning ACL 2025 In-context Prompt-augmented Micro-video Popularity Prediction AAAI 2025 Incorporating Arbitrary Matrix Group Equivariance into KANs ICML 2025 Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models CVPR 2025 Incorporating Task Progress Knowledge for Subgoal Generation in Robotic Manipulation through Image Edits WACV 2025 Inducing lexicons of in-group language with socio-temporal context ACL 2025 Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025