Sumit Asthana

219 posts

Sumit Asthana

Sumit Asthana

@sumit_ast

HCI PhD @ UMich - using technology to make education more accessible, how people's background and cognitive science affects their interaction with techonology.

Katılım Ağustos 2014
486 Takip Edilen286 Takipçiler
Sumit Asthana retweetledi
Tuhin Chakrabarty
Tuhin Chakrabarty@TuhinChakr·
New paper on human-AI interaction. We hire 18 writers to edit quirks in AI writing & see if #AI can mimic this process to improve its own writing Verdict: Writer-edited > AI-edited > AI-generated In other words:🚨Edits enhance alignment in writing🚨 🔗arxiv.org/pdf/2409.14509
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MichiganAI
MichiganAI@michigan_AI·
#ICYMI Our #NLP @ Michigan Day drew over 100 researchers to Ann Arbor to discuss the latest research in natural language processing, here’s a quick overview of the event! 🎉✨ Catch up on all the highlights and key moments: cse.engin.umich.edu/stories/univer…
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Anjali Singh
Anjali Singh@singhanj13·
New preprint out! GenAI is changing how we think 🧠 This work reviews its cognitive impacts. Using Bloom’s Taxonomy & Dewey’s theory of reflective thinking, it unpacks *how* it affects human cognition. arxiv.org/abs/2502.12447 With @krntneja @KlaraGuan @evijit 🧵
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Yash Kumar Lal
Yash Kumar Lal@lal_yash·
First CfP for #EMNLP2025 is live now. Submission deadline to May ARR cycle! Excited to be part of organizing the conference as publicity chair w/ @amuuueller @dallascard so watch out for more updates esp by following the official conf account @emnlpmeeting
EMNLP 2026@emnlpmeeting

The EMNLP 2025 conference website and CfP are now live! 2025.emnlp.org/calls/main-con… Conference dates: November 5-9 in Suzhou, China Submissions will be through ARR, and this year's theme is Interdisciplinary Recontextualization of NLP

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Hua Shen✨
Hua Shen✨@huashen218·
🤗Thanks to those asking about our CHI session on Bidirectional 👫Human-AI🤖 Alignment! 🔥Exciting news — We’ll host both the 2025 #ICLR workshop & #CHI Special Interest Group (SIG), bringing together brilliant minds from #HCI & #AI experts to collectively explore how humans & AI/LLMs should be aligned.🚀 📢 Submit via OpenReview & you may opt to present at #ICLR or #CHI! The deadline is approaching — can't wait to see your amazing work! ✨ @iclr_conf @acm_chi @uw_ischool @michigan_AI #HumanAl #Alignment
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Hua Shen✨@huashen218

🚀 Are you passionate about #Alignment Research? Exciting news! Join us at the ICLR 2025 Workshop on 👫<>🤖Bidirectional Human-AI Alignment (April 27 or 28, Singapore). We're inviting researchers in AI, HCI, NLP, Speech, Vision, Social Science, and beyond domains to submit their work on alignment-related topics! 📄 Paper Formats: 2-page (tiny), 4-page (short), & 9-page (long) 🗓️ Key Dates: Tentative Submission Deadline: Feb 3, 2025 (AoE). Workshop Day: April 27 or 28, 2025 💠Topics: 🔸Position papers and roadmaps for alignment research 🔸Specifying human values, cognition, and societal norms 🔸RLHF and advanced algorithms, interactive/customizable alignment methods 🔸AI safety, interpretability, scalable oversight, and steerability 🔸Red teaming, benchmarks, metrics, and human evaluation for alignment 🔸Dynamic human-AI co-evolvement and societal impact 🌟Speakers: @_beenkim, @bradamyers, @fraukolos, @HungyiLee2, @RichardMCNgo, @danbohus, @Pavel_Izmailov 👫Organizers: @huashen218, @ziqiao_ma, @reshmigh, @tknearem, @lxieyang, @tongshuangwu, @andresmh, @Diyi_Yang, @ABosselut, @furongh, @tanmit, @sled_ai, Marti A. Hearst, @dawnsongtweets, @yangli169 ✍️ Interested in joining our Program Committee to help review? Apply here! forms.gle/MapXyCZhbcFr9F… Join us in advancing the Human-AI Alignment research together🌟! #ICLR2025 #AIAlignment #HCI #NLP #Speech #ComputerVision

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Lucy Li
Lucy Li@lucy3_li·
New @allen_ai paper accepted to #NAACL2025! We worked with @TeachingLabHQ and @assistments to create a new dataset for evaluating VLMs. DrawEduMath includes 2,030 teacher-annotated images of students’ handwritten responses to math problems. Website: drawedumath.org
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Sumit Asthana
Sumit Asthana@sumit_ast·
@xuwanghci @UMichCSE @xuwanghci does great research at the intersection of AI, HCI, and education. This is a great opportunity to work on designing intelligent systems that are theoretically grounded and focused on real-world impact!
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Xu Wang
Xu Wang@xuwanghci·
📢I’m recruiting Ph.D students this cycle @UMichCSE , to invent and study mechanisms to support human expertise development, projects incl authoring techniques for tutoring systems, LLM-powered learning companions, simulated students, physical task tutoring, and more!
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Adam Nohejl
Adam Nohejl@adamnohejl·
Good text simplification (reading assistance?) research: 1️⃣ focusing on a specific use case (concepts/terminology in academic text), 2️⃣ with user-centric approach to evaluation. #EMNLP2024
Sumit Asthana@sumit_ast

📚How do we make unfamiliar text easy for adult readers? Excited to present my work at #EMNLP2024 Main on "Evaluating LLMs for Targeted Concept Simplification for Domain-Specific Texts" with amazing @hjrashkin @eaclark07 @fantinehuot @mlapata - arxiv.org/abs/2410.20763…

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Sumit Asthana retweetledi
Chaitanya Malaviya
Chaitanya Malaviya@cmalaviya11·
Excited to share ✨ Contextualized Evaluations ✨! Benchmarks like Chatbot Arena contain underspecified queries, which can lead to arbitrary eval judgments. What happens if we provide evaluators with context (e.g who's the user, what's their intent) when judging LM outputs? 🧵↓
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Sumit Asthana
Sumit Asthana@sumit_ast·
Stop by the Generation and Summarization track at 2:00 pm today to learn more about how to make it easy for adult readers to read domain-specific text containing unfamiliar concepts from our talk!
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Tuhin Chakrabarty
Tuhin Chakrabarty@TuhinChakr·
I will be at @emnlpmeeting in Miami presenting our Main conference paper on how Human & AI perform on cognitively demanding creative thinking tasks (Nov 13th 4 PM) I am also recruiting PhD students at @sbucompsc starting Fall 2025. Details on my webpage. Say hi #NLProc
Tuhin Chakrabarty@TuhinChakr

New paper with students @BarnardCollege on testing orthogonal thinking / abstract reasoning capabilities of Large Language Models using the fascinating yet frustratingly difficult @nytimes Connections game. #NLProc #LLMs #GPT4o #Claude3opus 🧵(1/n)

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Sumit Asthana
Sumit Asthana@sumit_ast·
I would love to chat with people at # EMNLP2024 in Miami about using NLP tools to make educational content accessible, human-AI interaction, understanding how users' backgrounds shape their interactions with AI, and any other fun topics!
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Sumit Asthana
Sumit Asthana@sumit_ast·
LLMs struggle to balance contextually explaining difficult concepts, preserving the ideas in the definitions, and identifying the right level of explanation for readers. Automated metrics also show low correlations with human-evaluation simplification understanding.
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