Research Scientist @AdobeResearch. AI for human learning, productivity, and creativity. Prev. Ph.D. student @RiceECE. ex-intern @GoogleAI @NVIDIA @MSFTResearch
🚀 PhD Internship (will be hosting one person): Diffusion LLMs (DLLM)
Looking for PhD students with:
• hands-on DLLM research
• First author published paper on DLLM (NeurIPS/ICLR/ICML/ACL/EMNLP)
Send Google Scholar + a brief introduction → DM
RT appreciated 🙏 #NLP#ML
@sunjiao123sun_ maybe a useless analogy but I sometimes think of a model as a bag of potato chips (or some other kind of commodity)... and there are shelves full of these w/ different flavor, shape, price, manufacturer etc. to choose in a supermarket. hard to pick at times!
Maybe don't use an LLM for _everything_?
Last summer, I got to fiddle again with content diversity @AdobeResearch@Adobe and we showed that agentic pipelines that mix LLM-prompt steps with principled techniques can yield better, more personalized summaries
🎉 Excited to announce that the 4th HCI+NLP workshop will be co-located with @EMNLP in Suzhou, China! 🌍📍 Join us to explore the intersection of human-computer interaction and NLP. 🧵 1/
📢 Adobe Research Document Intelligence Lab is hiring PhD research interns! 🚀 If you're passionate about vision-language challenges, MLLM, and cutting-edge multimodal research, we'd love to hear from you! Drop me an email and apply here: https://t.co/wAjTWJUVTg
Building pdf-centric datasets?
Check out the Atlas tool, which offers streamlined functionality for collecting highlights, free-form drawings, reading behaviour analytics and surveys!
Paper: https://t.co/f5K6OQ8kmw
Demo: https://t.co/gasRzXHeKV
Repo: https://t.co/OdpgIhrGnU
@KhaledSaab11 Cool, and glad to see it works well! My prev labmates did something similar for education where the conversation training data is collected by using LLMs to simulate a teacher and a student @shashank_nlp
paper: https://t.co/jWJO5ChFy3
code: https://t.co/fhmeb3SynU
Meet AutoDAN🚀, an interpretable adversarial attack to jailbreak LLMs. It generates attack prompts from scratch without manual input. These prompts are interpretable, strategic, and even transfer better to GPTs
Paper: https://t.co/sylcBjBFQA
Website: https://t.co/U7ksKzP7kW
…🧵
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