Artificial intelligence (AI) agent startup Liner said on the 16th it opened a "paper quick review (Quick Review)" page that lets users take in key papers from major global AI conferences at a glance.
As the number of AI papers surges, researchers are spending excessive time selecting which ones to consult. Because it is hard to judge a study's real value and contribution from the title and abstract alone, critics have noted the repeated inefficiency of having to check the entire paper one by one.
Liner introduced the paper quick review to address this inconvenience. The page summarizes research objectives, methodology, and key results on a single page, and also presents the publication year, citation count, and related paper information so users can quickly grasp a paper's timeliness, impact, and research context. In particular, it is organized around the core visual materials (figures) valued by AI researchers, enabling efficient judgments on a paper's relevance and contribution before opening the full text.
The paper quick review first offers the latest papers from the global top 18 AI conferences across fields such as Computer Vision (CV), Natural Language Processing (NLP), and data mining, including NeurIPS, ICLR, ICML, CVPR, and ICCV. It also supports filtering across 12 subtopics, including Multimodal AI, Machine Learning theory and methodology, and time-series data processing, so researchers can selectively explore only the studies they need.
This service is provided separately from Liner's AI search and research agent on Liner's official website, and anyone can use it without additional procedures. By selecting "paper review" from the "learn more" menu at the top of the homepage, users can access advanced paper summary content.
Kim Jin-woo, CEO of Liner, said, "The repetitive search process researchers have endured to find meaningful papers is a problem that technology should solve," adding, "paper quick review is a tool that greatly reduces inefficiencies in paper searches and helps make quick value judgments."