Literature
On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing
Academic Survey Automation via Large Language Models
A Retrieval Benchmark for Scientific Literature Search
Synthesizing Scientific Literature into Tables using Language Models
A Toolkit for Scientific Literature Review
Scholar Paper Retrieval with LLM-based Agents for Enhanced Academic Search
Automated Generation of Related Work Analysis on the arXiv Corpus
Can LLM(-Agents) Write Academic Surveys that Align with Reader Needs?
Quality-Aware Scientific Survey Generation with Large Language Models
Benchmarking Large Language Model Capabilities in the Information-Gathering Stage of Deep Research
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