3 papers
cs.AI2026
REM: What to Store, When to Recall, What to Forget in Experience Memory for Coding Agents
Xinyi Lisa Chen, Pedro Herrero-Vidal, Xiaohan Chen +6
Large language model (LLM) agents now autonomously complete long-horizon tasks, such as repository-level coding, through hundreds of think-act steps, yet the experience each run pr…
cs.IR2026
MERGED: Multimodal Entity Resolution via Generated Expert Reasoning Distillation
You-Lin Chen, Kyoungjun Park, Bin Xu +3
In product entity resolution, relationship definitions constantly evolve with business needs, yet adapting to each change traditionally requires slow, costly human annotation that…
cs.IR2024
Learning variant product relationship and variation attributes from e-commerce website structures
Pedro Herrero-Vidal, You-Lin Chen, Cris Liu +2
We introduce VARM, variant relationship matcher strategy, to identify pairs of variant products in e-commerce catalogs. Traditional definitions of entity resolution are concerned w…