hello! would appreciate being added, thank you!
26.11.2024 11:41 β π 1 π 0 π¬ 0 π 0
Hello! Would love to be added to this, thank you so much!
19.11.2024 17:28 β π 1 π 0 π¬ 1 π 0
TreeInstruct is preferred 78.43% of the time. It solves 14.09% more bugs across all settings, and our questions are 14.18% better at addressing bugs, maintaining relevance, and ensuring logical conversation flow. TreeInstruct also adapts to human students of varying backgrounds.
19.11.2024 17:23 β π 1 π 0 π¬ 0 π 0
TreeInstruct estimates the knowledge a student needs to debug their code and devises a conversation plan.
It then dynamically constructs a question tree based on its interactions with the student, navigating the knowledge state space till the student comprehends & fixes all misunderstandings &bugs.
19.11.2024 17:23 β π 1 π 0 π¬ 1 π 0
github.com/agarwalishik...
We apply TreeInstruct to code debugging. Prior works directly give away bugs/fixes, assume single-turn conversations, and only work for one bug. We create a realistic, multi-bug dataset, where the bugs can be either mutually independent or dependent.
19.11.2024 17:23 β π 1 π 0 π¬ 1 π 0
Can LLMs make us critical thinkers?
TreeInstruct reorients assistant-like LLMs to be instructors that guide students towards understanding their mistakes, without providing direct/indirect answers.
Check out aclanthology.org/2024.finding... (w/ @wonderingishika.bsky.social) to learn more!
19.11.2024 17:23 β π 2 π 1 π¬ 1 π 0
Conversational AI | NLP | Headed by Dr. Dilek Hakkani-Tur and Dr. Gokhan Tur | UIUC | IllinoisCDS
Professor, UIUC
Conversational AI
Representation Learning | Embodied AI | Conversational AI
CS PhD @ Illinois CompSci
UIUC, NLP, @convai-uiuc.bsky.social
PhD @ UIUC | Siebel Scholar Classβ24 | Researching #NLP #LLM
https://shivamag125.github.io
compling phd student @ boulder
rare languages, morphology, finite state automata
michaelginn.com
First-year NLP PhD @ USC | Intern @ TogetherAI | Prev. UW, AWS
https://nanami18.github.io/
Research Scientist at @ibmresearch #NLProc, #RL.
Opinions are my own.
PhDing @AIM_Harvard @MassGenBrighamο½PhD Fellow @Google | Previously @Bos_CHIP @BrandeisU
More robustness and explainabilities π§ for Health AI.
shanchen.dev
Assistant Professor in CS + AI at USC. Previously at Stanford, CMU. Machine Learning, Decision Making, AI-for-Science, Generative AI, ML Systems, LLMs.
https://willieneis.github.io
Assoc. Prof. in Linguistics at CU Boulder (@bouldernlp.bsky.social). My group researches computational methods for endangered and low-resource languages, plus computational discourse and semantics: @lecslab.bsky.social. I'm a musician and have cats!
NLP PhD from CU Boulder.
prev: Apple, ETS, Pearson, Army Research Lab.
Next: Kensho
https://adamits.github.io
NLP/Computational Linguistics PhD @lecslab.bsky.social and @bouldernlp.bsky.social
typologically robust multilingual NLP
technology for language documentation
https://covetedfish.github.io/
π₯ LLMs together (co-created model merging, BabyLM, textArena.ai)
π₯ Spreading science over hype in #ML & #NLP
Proud shareLM㪠Donor
@IBMResearch & @MIT_CSAIL
Professor at Cardiff University (Cardiff NLP). Natural Language Processing researcher. Computational Social Science. Sometimes chess.
PhD student @CMU LTI
NLP | IR | Evaluation | RAG
https://kimdanny.github.io
Into creative ML/AI, NLP, data science and digital humanities, narrative, infovis, games, sf & f. Consultant, ds in Residence at Google Arts & Culture. (Lyon, FR) Newsletter arnicas.substack.com.
Assistant professor @ UIUC, studying personalized language and communication
Researching planning, reasoning, and RL in LLMs @ Reflection AI. Previously: Google DeepMind, UC Berkeley, MIT. I post about: AI π€, flowers π·, parenting πΆ, public transit π. She/her.
http://www.jesshamrick.com
NLP research - PhD student at UW
