Motivation: The Multiple Longest Common Subsequence (MLCS) problem for an arbitrary number of sequences is an NP-hard problem in sequence analysis. Existing exact algorithms based on dynamic programming or MLCS-DAG pruning rapidly exhaust memory as sequence lengths and set sizes grow, while heuristic and hyper-heuristi...
Farhana Akter Tumpa, R. Arasu, Rajiv Gupta· 0 citations
Filtered approximate nearest neighbor search, i.e. returning the top-k vectors nearest to a query vector among those satisfying one or more attribute predicates, has become a fundamental operation in modern vector search systems. Graph-based solutions employ beam search to solve a batch of queries in parallel for high...
DoTA is presented, a novel debugging framework that enhances LLMs' debugging capabilities through multiagent collaboration and enhances code understanding through automated hierarchical documentation analysis, enabling more effective bug detection and localization based on comprehensive program context.