TILens turns technical updates into a focused daily brief: official releases,
trusted reporting, and practitioner analysis, deduplicated and organized by topic.
arXiv:2610.38336v1 Announce Type: cross Abstract: Reliable legal information retrieval must ground legal reasoning in authoritative statutory sources. In Arabic judicial settings, long factual narratives must be mapped…
arXiv:2610.39276v1 Announce Type: new Abstract: An effective agent memory system should adapt to a user's history and task requirements. Human-annotated supervision can guide this adaptation by providing feedback for…
arXiv:2609.30177v2 Announce Type: replace Abstract: Query understanding (QU) in production search systems has typically relied on separate models for each subtask, such as search intent classification, attribute…
arXiv:2609.00570v3 Announce Type: replace Abstract: With the growing scale of multi-agent architectures and large language models, deployed AI assistants are increasingly tasked with reasoning over long, continuous,…
arXiv:2509.11080v5 Announce Type: replace-cross Abstract: Recommender systems (RecSys) have been widely applied to various applications, including E-commerce, finance, healthcare, social media and have become…