3 papers
cs.CL2026
APDMem: Agent-Controlled Progressive Disclosure for Query-Adaptive Long-Term Memory
Chin-Lun Fu, Anagha Kulkarni, Hong Ni +1
Personalized LLM assistants must recover sparse evidence from long conversation histories across queries of varying complexity. We introduce APDMem (Agent-controlled Progressive Di…
cs.CL2026
FinDialogLens: Event Extraction over Multi-Party Dialogue for Missed-Trade Identification in Financial Chatrooms
Chin-Lun Fu, Hong Ni, Behrouz Madahian
Multi-party financial chatrooms are vital for sales-and-trading professionals, but their complexity makes manual recovery of missed trades infeasible: each Request for Quote (RFQ)…
cs.CL2026
Long-Context Long-Form Question Answering for Legal Domain
Anagha Kulkarni, Parin Rajesh Jhaveri, Prasha Shrestha +3
Legal documents have complex document layouts involving multiple nested sections, lengthy footnotes and further use specialized linguistic devices like intricate syntax and domain-…