🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

I'm recruiting 1-2 PhD students to work with me at the University of Colorado Boulder! Looking for creative students with interests in NLP and Cultural Analytics. Boulder is a lovely college town 30 min from Denver and 1 hr from Rocky Mountain National Park 😎 Apply by Dec 15!

1/ Introducing ᴏᴘᴇɴꜱᴄʜᴏʟᴀʀ: a retrieval-augmented LM to help scientists synthesize knowledge 📚 UW NLP Ai2 With open models & 45M-paper datastores, it outperforms proprietary systems & match human experts. Try out our demo! We also introduce ꜱᴄʜᴏʟᴀʀQᴀʙᴇɴᴄʜ,

How do scholars of diff backgrounds use and perceive the risks & benefits of LLMs as research tools? Are we willing to disclose to peers and reviewers? We conducted a large-scale survey of *verified authors* of different fields, race, gender, seniority to find out results in🧵

🤔Giving complex tasks to AI agents is easy—getting them to do exactly what you want isn’t. How can human-AI collaboration give us more reliable & steerable agents? 🍫Introducing Cocoa, our new interaction paradigm to balance human & AI agency in complex human-AI workflows. 🧵

How can we collaborate with AI agents on complex tasks (like doing research 👀) that require careful planning and execution? Definitely check out Cocoa where we introduce a novel co-plan and co-execute interaction pattern!

Can AI really help with literature reviews? 🧐 Meet Ai2 ScholarQA, an experimental solution that allows you to ask questions that require multiple scientific papers to answer. It gives more in-depth, detailed, and contextual answers with table comparisons, expandable sections

Joint work with Amanpreet Singh Aakanksha Naik Sergey Feldman Pao Siangliulue Kyle Lo Doug Downey Daniel Weld and more. Please check it out and give us feedback : )

This is neat! I tried asking for a survey of "ways to steer AI-powered systems", and like the 3-part breakdown (model understanding, diagnostics, steering), seems useful, though the source is unexpected yet sensible (visual analytics). scholarqa.allen.ai/query/5fcf5c94…

New scientific QA system led by Sergey Feldman, Amanpreet Singh, Joseph Chee Chang, Aakanksha Naik and team from AI2 & UW! Following AI2/UW's prior open QA system (x.com/AkariAsai/stat…) by Akari Asai, this adds thematic clustering, tables, and the latest proprietary models.

🔬Research ideation is hard: After the spark of a brilliant initial idea, much work is still needed to further develop it into a well-thoughtout project by iteratively expanding and refining the initial idea and grounding it to relevant literature. How can we better support this?

We took our most efficient model and made an open-source iOS app📱but why? As phones get faster, more AI will happen on device. With OLMoE, researchers, developers, and users can get a feel for this future: fully private LLMs, available anytime. Learn more from Luca Soldaini 🎀👇

working with PDFs for LMs, errors in extracting content can be soul-crushing we need not just clean OCR but also correct reading order and structured info reprsentation our latest in tools for this, olmOCR is incredible! here's page 5 of our tech report as plain text w/ table🤯

We’re excited to share some updates to Ai2 ScholarQA: 🗂️ You can now sign in via Google to save your query history across devices and browsers. 📚 We added 108M+ paper abstracts to our corpus - expect to get even better responses! ✨ The backbone model has been updated to the

We are looking for CS researchers to participate in a study exploring how AI can change the way we do literature reviews. 📚🧑‍🎓 Time: ~90 min, remote Compensation: $60 USD Sign up here: forms.gle/Pzw6YUhVUaZsS6… Daniel Weld Amy Zhang Joseph Chee Chang Marissa Radensky Pao Siangliulue Jonathan Bragg

Meet Ai2 Paper Finder, an LLM-powered literature search system. Searching for relevant work is a multi-step process that requires iteration. Paper Finder mimics this workflow — and helps researchers find more papers than ever 🔍

AI agents are entering online social spaces, but often their messages feel generic or intrusive. In our #CHI25 paper, we introduce Social-RAG, a workflow that grounds AI generations in the specific group context by retrieving from the group’s interaction history. 🧵(1/9)

I am presenting IdeaSynth in the last paper session at #CHI2025 right now! Feel free to come by G314-315 to learn about how we utilize LLM to provide literature-grounded assistance for research idea development! The talk is happening at around 10:12 AM.

🆕paper: LLMs Get Lost in Multi-Turn Conversation In real life, people don’t speak in perfect prompts. So we simulate multi-turn conversations — less lab-like, more like real use. We find that LLMs get lost in conversation. 👀What does that mean? 🧵1/N 📄arxiv.org/abs/2505.06120

Ai2 Semantic Scholar is hiring an #ml #nlp #ai reasoning researcher for a Research Scientist, Agents for Science position with target start dates in 2025. Excited about developing AI systems with deep reasoning capabilities for science? Send an application our way!

Introducing SciArena, a platform for benchmarking models across scientific literature tasks. Inspired by Chatbot Arena, SciArena applies a crowdsourced LLM evaluation approach to the scientific domain. 🧵