Data Science & Analytics

LLM-Enhanced Self-Evolving Reinforcement Learning for Multi-Step E-Commerce Payment Fraud Risk Detection ACL 2025 LLM-Guided Lifecycle-Aware Clustering of Multi-Turn Customer Support Conversations IJCNLP 2025 LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025 LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025 LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification IJCNLP 2025 LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting ACL 2025 LOB-Bench: Benchmarking Generative AI for Finance - an Application to Limit Order Book Data ICML 2025 Locality Preserving Markovian Transition for Instance Retrieval ICML 2025 Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries ACL 2025 Logit Space Constrained Fine-Tuning for Mitigating Hallucinations in LLM-Based Recommender Systems EMNLP 2025 LOHRec: Leveraging Order and Hierarchy in Generative Sequential Recommendation EMNLP 2025 Looking into User’s Long-term Interests through the Lens of Conservative Evidential Learning ICLR 2025 LotusFilter: Fast Diverse Nearest Neighbor Search via a Learned Cutoff Table CVPR 2025 Low coordinate degree algorithms II: Categorical signals and generalized stochastic block models COLT 2025 LSCD: Lomb–Scargle Conditioned Diffusion for Time series Imputation ICML 2025 LS-TGNN: Long and Short-Term Temporal Graph Neural Network for Session-Based Recommendation AAAI 2025 M$^2$AD: Multi-Sensor Multi-System Anomaly Detection through Global Scoring and Calibrated Thresholding AISTATS 2025 M2RC-EVAL: Massively Multilingual Repository-level Code Completion Evaluation ACL 2025 Map&Make: Schema Guided Text to Table Generation ACL 2025 Mapping the Podcast Ecosystem with the Structured Podcast Research Corpus ACL 2025 MapQaTor: An Extensible Framework for Efficient Annotation of Map-Based QA Datasets ACL 2025 MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering ACL 2025 MatchXplain: Analyzing Preferences, Explaining Outcomes, and Simplifying Decisions IJCAI 2025 Maximum Coverage in Turnstile Streams with Applications to Fingerprinting Measures ICML 2025 Max-Mahalanobis Anchors Guidance for Multi-View Clustering AAAI 2025