
Pranav Venkit, PhD
@pranavvenkit
Ph.D. @ISTatPennState. NLP & Ethics. Previous: @SFResearch @honeywell
#NLProc, #Trust&NLP, #LLM, Social Informatics, #ExplainableAI, #HCI
He/Him
ID: 1232442286426017794
https://www.pranavkit.com/ 25-02-2020 23:08:45
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๐ Excited to present our work at Empirical Methods in Natural Language Processing EMNLP 2025 - a leading conference in NLP and AI research! ๐ Our accepted papers: Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization ๐ฅAuthors: Chuyuan Li


EMNLP 2025 / #EMNLP2025 Accepted Paper: Direct Judgement Preference Optimization ๐ Paper: arxiv.org/abs/2409.14664 This work introduces SFR-Judges, a family of generative judge models trained with Direct Preference Optimization (DPO) to enhance LLM evaluation capabilities


So so grateful that my research was featured in Penn State Research 2024 + ISTโs iConnect 2025, where I finished my PhD! ๐๐ฅณ My work blurb: studying the sociotechnical impact of generative AI Now at Salesforce AI Research , I continue that journey ๐ #AI #NLProc #TrustworthyAI #Research



AI-powered deep research agents promise trustworthy, source-grounded research. But do they actually deliver? ๐ง Our new paper introduces DeepTRACE, the first sociotechnical audit to measure how reliable these systems really are! Salesforce AI Research Paper: arxiv.org/pdf/2509.04499 1/n


As deep research AI become more widely used, itโs important to evaluate their impact on society! I'm grateful to see our recent work that looks at this is receiving the attention it deserves! ๐๐ฐ New Scientist: newscientist.com/article/249613โฆ Tech Xplore: techxplore.com/news/2025-09-aโฆ

