Representation

Towards Knowledge-Guided Biomedical Lay Summarization using Large Language Models NAACL 2025 Towards Robustness and Explainability of Automatic Algorithm Selection ICML 2025 Transfer learning in latent contextual bandits with covariate shift through causal transportability CLeaR 2025 TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents ACL 2025 Trusted Multi-View Classification with Expert Knowledge Constraints ICML 2025 Type-Less yet Type-Aware Inductive Link Prediction with Pretrained Language Models EMNLP 2025 Uncommon Belief in Rationality AAAI 2025 Unifying Large Language Models and Knowledge Graphs for efficient Regulatory Information Retrieval and Answer Generation COLING 2025 Unstable Grounds for Beautiful Trees? Testing the Robustness of Concept Translations in the Compilation of Multilingual Wordlists ACL 2025 Using Machine Learning to Improve Research in the Agriculture Industry AAAI 2025 Variety delights (sometimes) - Annotation differences in morphologically annotated corpora ACL 2025 VerbaNexAI at SemEval-2025 Task 2: Enhancing Entity-Aware Translation with Wikidata-Enriched MarianMT SemEval 2025 Verification Learning: Make Unsupervised Neuro-Symbolic System Feasible ICML 2025 VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft EMNLP 2025 VP-MEL: Visual Prompts Guided Multimodal Entity Linking ACL 2025 What Is a Good Question? Assessing Question Quality via Meta-Fact Checking AAAI 2025 What Makes Treatment Effects Identifiable? Characterizations and Estimators Beyond Unconfoundedness (Extended Abstract) COLT 2025 Zero-Shot Generalization of GNNs over Distinct Attribute Domains ICML 2025 ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs EMNLP 2025 NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes NeurIPS 2024 A Compositional Atlas for Algebraic Circuits NeurIPS 2024 Action Scene Graphs for Long-Form Understanding of Egocentric Videos CVPR 2024 A differentiable first-order rule learner for inductive logic programming (Abstract Reprint) IJCAI 2024 A Dual-module Framework for Counterfactual Estimation over Time ICML 2024 A Fixed-Point Approach for Causal Generative Modeling ICML 2024