How2Everything: Mining the Web for How-to Procedures to Evaluate and Improve LLMs
Yapei Chang · Kyle Lo · Mohit Iyyer · Luca Soldaini
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Yapei Chang · Kyle Lo · Mohit Iyyer · Luca Soldaini
Prithviraj Tarale · Kiet Chu · Abhishek Varghese · Kai-Chun Liu · Maxwell A. Xu · Mohit Iyyer · Sunghoon Lee
Jenna Russell · Marzena Karpinska · Destiny Akinode · James Zhou · Katherine Thai · Bradley Emi · Max Spero · Mohit Iyyer
AI is rapidly transforming journalism, but the extent of its use in published newspaper articles remains unclear. We address this gap by auditing a large-scale dataset of 186K articles from online editions of 1.5K American newspapers published in the summer of 2025. Using Pangram, a state-of-the-...
Chau Minh Pham · Jenna Russell · Dzung Pham · Mohit Iyyer
As AI text detectors are increasingly used to flag LLM-generated writing, a natural question arises: are there forms of high-quality generated narrative that can evade such detection? We introduce Frankentexts, a long-form narrative generation paradigm that treats an LLM as a composer of existing...
Chau Minh Pham · Zichao Wang · Puneet Mathur · Alexa Siu · Akriti Jain · Aparna Garimella · Ananya B. Sai · Nedim Lipka · Mohit Iyyer · Varun Manjunatha
Large language models are increasingly used to draft long-form multimodal documents, but their end-to-end performance on professional report generation remains systematically understudied. We introduce AnalystBench, a continually extensible benchmark of 20 real-world report generation tasks groun...