The article discusses a method to reduce diagnostic errors by using Latent Dirichlet Allocation (LLMs) to identify pieces of evidence in Electronic Health Records (EHR) that show increased or decreased…
Continue readingThis research paper focuses on the identification of political actors who make claims in public debates, an important aspect in constructing discourse networks. It compares a traditional pipeline of dedicated…
Continue readingThis academic article explores whether smaller, compact Large Language Models (LLMs) can serve as cost-efficient alternatives to larger LLMs for meeting summarization in real-world industrial settings. The authors conducted several…
Continue readingSPEER (Sentence-level Planning via Embedded Entity Retrieval) is a method proposed to aid clinicians in writing lengthy hospital discharge summaries. The task of summarizing a patient’s hospital stay is time-consuming…
Continue readingVision-Language Models like CLIP are becoming prevalent due to their excellent generalization abilities. However, adapting them for downstream tasks remains challenging. One method involves learning prompts using visual information, but…
Continue readingThis academic article discusses the use of text-to-SQL models to generate candidate SQL queries. However, the best query often isn’t at the top of the list. The authors propose a…
Continue readingThe study investigates the robustness of Large Pre-Trained Language Models (LLMs) for spoken task-oriented dialogues. It highlights that while LLMs have shown excellent performance in written dialogues, their effectiveness in…
Continue readingThe article presents SPEER (Sentence-level Planning via Embedded Entity Retrieval), a method to improve the generation of long clinical summaries, a task often undertaken when a patient is discharged from…
Continue readingThe article introduces ALIGN BENCH, a comprehensive benchmark for evaluating alignment in Large Language Models (LLMs) for the Chinese language. The benchmark utilizes a human-in-the-loop data curation pipeline and includes…
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