Xinlu Zhang

An Analysis of Relation Extraction within Sentences from Wet Lab Protocols

2021 · 2021 IEEE International Conference on Big Data (Big Data)

Wet lab protocols (WLPs) are sets of instructions written in domain-specific natural language for step-by-step biological experimental processes. There have been efforts to annotate WLPs for shallow semantic parsing to enable reproducible procedures, text mining, …

Do Retrieval-Augmented Language Models Adapt to Varying User Needs?

2025 · arXiv (Cornell University)

Recent advancements in Retrieval-Augmented Language Models (RALMs) have demonstrated their efficacy in knowledge-intensive tasks. However, existing evaluation benchmarks often assume a single optimal approach to leveraging retrieved information, failing to account for varying user needs. …