3 papers
cs.IR2026
Real-Time Trend Prediction via Continually-Aligned LLM Query Generation
Zijing Hui, Wenhan Lyu, Shusen Wang +2
Trending news detection in low-traffic search environments faces a fundamental cold-start problem, where a lack of query volume prevents systems from identifying emerging or long-t…
cs.LG2025
Classifier Language Models: Unifying Sparse Finetuning and Adaptive Tokenization for Specialized Classification Tasks
Adit Krishnan, Chu Wang, Chris Kong
Semantic text classification requires the understanding of the contextual significance of specific tokens rather than surface-level patterns or keywords (as in rule-based or statis…
stat.ML2017
A New Family of Near-metrics for Universal Similarity
Chu Wang, Iraj Saniee, William S. Kennedy +1
We propose a family of near-metrics based on local graph diffusion to capture similarity for a wide class of data sets. These quasi-metametrics, as their names suggest, dispense wi…