Jingyuan Selena She @she_jingyuan
Post-bacc RA at Evlab, @MITbrainandcog Cognitive Science of Language | NLP she/her Joined February 2022-
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✨🎓 I defended my dissertation “The Relationship between Linguistic Representations in Biological and Artificial Neural Networks” on Tuesday! 🎓✨ Incredibly grateful for my amazing PhD advisor @ev_fedorenko and a wonderful journey at @mitbrainandcog! 🧠🤖
Here's my conversation with Edward Gibson (@LanguageMIT), a linguist and psychologist at MIT, heading the MIT Language Lab. We talk all about the human language: syntax, grammar, structure, theories of language, evolution of language, how it reflects culture, and of course LLMs,…
Thrilled to share a review on THE LANGUAGE NETWORK AS A NATURAL KIND—a culmination of ~20 yrs of thinking about+studying language from linguistic, psycholinguistic, and cog neuro perspectives. @NatRevNeurosci rdcu.be/dEylV With the amazing @neuranna @tamaregev 🥳 🧵1/n
I am hiring a research tech! This 2-year position is ideal for a recent college grad who wants to gain research experience. If you're interested in the intersection of language, thought, neuroscience, and AI, consider applying! DM/email with any questions. careers.hprod.onehcm.usg.edu/psp/careers/CA…
Can AI ace law exams? Last year, OpenAI announced GPT-4 got 90th percentile on the bar. Here we (a) refute 90th percentile claim; (b) replicate/extend recent work on GPT capabilities; (c) discuss implications for law profession. Now open, AI&Law: link.springer.com/article/10.100… 1/
Our paper on formal and functional competence in language models is now out in Trends in Cognitive Science! With co-lead @neuranna along with @IbanDlank, @Nancy_Kanwisher, Josh Tenenbaum and @ev_fedorenko. Paper: mahowak.github.io/assets/pdf/mah… Thread below. 1/n
Looking for 1-2 FT RAs to start this summer. It's a 2- year position ideal for folks graduating college this spring who are looking for more research experience before applying to PhD programs in cog sci / neurosci. For full consideration, apply by Mar 15: tinyurl.com/ywxt24x3
Yes!!! We are *all* excited to celebrate @ev_fedorenko's tenure at MIT! Congratulations Prof Fedorenko, you are an inspiration to us all! 🎉🍾🥳 [Amazing photo courtesy of Julianne Gale @mitbrainandcog]
1/ Our paper is published! @NatureHumBehav tinyurl.com/p28jy3bx Driving and suppressing brain activity in the human language network with model (GPT)-selected stimuli W. @aloxatel @ShashankSrikant @MayaTaliaferro Mingye (Christina) Wang @martin_schrimpf @cvnlab @ev_fedorenko
DSPy's BootstrapFewShotWithRandomSearch optimizer will bootstrap demonstrations, but weaker LLMs may struggle with complex bootstrapping (e.g., CoT). This notebook shows how easy it is to invoke a stronger LLM just for this (leading to SoTA for ScoNe): github.com/stanfordnlp/ds…
Hat-tip to @lateinteraction for making me aware of this DSPy feature after I complained that turbo wasn't successfully bootstrapping enough examples. And @she_jingyuan @sleepinyourhat Atticus Geiger: new SoTA for ScoNe, with much less prompting work than we put in before!
How do Mandarin speakers interpret implausible sentences? In our new paper in Cognitive Science (w/ @zhanmeilin @roger_p_levy Jiayi Lu @LanguageMIT), we model Mandarin speakers’ interpretation using a noisy-channel framework. Paper link: onlinelibrary.wiley.com/doi/10.1111/co…. A thread 1/10
Now published in Cognitive Science! @cogsci_soc onlinelibrary.wiley.com/doi/full/10.11… A nice bonus is that the results held even after adding a 2023 multi-billion parameter model (MPT-30b)
Now published in Cognitive Science! @cogsci_soc onlinelibrary.wiley.com/doi/full/10.11… A nice bonus is that the results held even after adding a 2023 multi-billion parameter model (MPT-30b)
For this week’s NLP Seminar, we are thrilled to host @neuranna to talk about "Dissociating Language and Thought in Large Language Models"! When: 11/16 Thurs 11am PT Non-Stanford affiliates registration form (closed at 9am PT on the talk day): forms.gle/ELiFPFwvPBZpLz…
Excited to share our new work with @ev_fedorenko at #NeurIPS2023: “Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language” 1/n [biorxiv.org/content/10.110…]
The final paperwork is still pending, but it’s time to spread the word, so here goes--- I am starting as an Assistant Professor in Psychology at Georgia Tech! thread ⬇️ language-intelligence-thought.net
Finally out and open to access - “The language network is not engaged in object categorization” academic.oup.com/cercor/advance… Co-led with @BennYael, co-senior-authored by Rosemary Varley and @ev_fedorenko Thread 👇
A bit late but happy to talk with anyone about my senior thesis project in #CogSci2023 with @bdzinszer! The main finding is the title: Language Models Show Within- and Cross-language Similarities in Concrete Noun Meaning, but not Differences Between L1 and L2 English Speakers.
💡 New short paper with @neuranna titled "A Better Way to Do Masked Language Model Scoring" accepted at #ACL2023. 🎉🇨🇦 Preprint: 📑 arxiv.org/abs/2305.10588 Tweeprint: 🧵👇 #ACL2023NLP #NLProc
Are LLMs more likely to categorize based on essential properties or described appearance? @thesiyingzhg, Jingyuan She & David Rose find that just like people, LLMs care more about what something is for than what it's made of. 📰psyarxiv.com/ypw5r/ 📎github.com/cicl-stanford/…
Ekue @ekpodar
1K Followers 1K Following I am interested in Tech/AI, Marketing, and complex systems, I will posts random stuff in those categoriesHee So Kim @hee_so_kim
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130 Followers 1K Following @Penn. I enjoy language models and Pete Carroll energy. From Saigon 🇻🇳刘江/LIU Jiang @turingbook
54K Followers 3K Following Exploring AGI. Co-Founder of Turing Company. ex Meituan, BAAI, CSDN. 图灵联合创始人。曾任:智源研究院副院长,CSDN&《程序员》杂志总编,美团技术学院院长。Zhengxuan Wu @ZhengxuanZenWu
751 Followers 532 Following goes by zen, CS Ph.D. student @stanfordnlp @StanfordAILabagata wolna @agata_wolna
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35K Followers 3K Following AI alignment + LLMs at NYU & Anthropic. Views not employers'. No relation to @s8mb. I think you should join @givingwhatwecan.It was awesome to hear from @nathanieldaw last week in our psych colloquium on "Thinking the right thoughts". ↔️ He showed how the rodent brain builds and maintains cognitive maps in a resource rational way. 🐀🧠🗺️↔️ Thanks for the visit 🙏
📣 CALL FOR PAPERS An @icmlconf workshop on LLMs 🤖and Cognition 💭 (LLMCog) 📍 Vienna July 27 Submit your 4-page papers due May 22 Attend to hear from our invited speakers, the amazing @MelMitchell1, @rao2z, @chelseabfinn, and @ABosselut ! llm-cognition.github.io
✨🎓 I defended my dissertation “The Relationship between Linguistic Representations in Biological and Artificial Neural Networks” on Tuesday! 🎓✨ Incredibly grateful for my amazing PhD advisor @ev_fedorenko and a wonderful journey at @mitbrainandcog! 🧠🤖
After a meteoric rise, DSPy is now the @stanfordnlp repository with the most GitHub stars. Big congratulations to @lateinteraction and his “team”. DSPy: Programming—not prompting—Foundation Models github.com/stanfordnlp/ds…
Can AI ace law exams? Last year, OpenAI announced GPT-4 got 90th percentile on the bar. Here we (a) refute 90th percentile claim; (b) replicate/extend recent work on GPT capabilities; (c) discuss implications for law profession. Now open, AI&Law: link.springer.com/article/10.100… 1/
I know I am late in the project cycle for this, but I do have suggested edits for the team behind nature.com/articles/d4158… My overall comment is that the central claims in the original are lacking in empirical support.
"We humans have the tendency to conflate language and thought," says @neuranna, co-lead author of a new paper on formal and functional competence in language models. @mitbrainandcog @ScienceMIT mcgovern.mit.edu/2024/03/19/res…
I'm so honored to receive this prize from the @socphilpsych! I'm grateful to my mentors and all my colleagues 🙏 Special thanks to @Ericmandelbaum and @phillipsjs for pulling off an excellent zoom surprise 🤓 Can't wait to see many of you at the 50th SPP conference in Purdue ♥️
I'm delighted to announce the 2024 winner of the Stanton prize is…@tobigerstenberg! The @socphilpsych Stanton Prize is awarded to a young scholar who has made significant contributions to interdisciplinary research & been active in the SPP. Please join me in congratulating Tobi!
So excited to welcome @jwilldecker and @NeuroTaha to start their PhDs with me this coming fall!
I am excited to share that I will start my Ph.D. at Georgia Tech this fall! I will be working with the inimitable Prof. Anna Ivanova (@neuranna) to investigate cognition in human and artificial brains using some of my favorite tools from neuroscience and machine learning.
Looking for 1-2 FT RAs to start this summer. It's a 2- year position ideal for folks graduating college this spring who are looking for more research experience before applying to PhD programs in cog sci / neurosci. For full consideration, apply by Mar 15: tinyurl.com/ywxt24x3
My husband and I recently participated in an fMRI study together. We've been a bonded pair for over 12 years now. It's an experience of reverence and gratitude to gaze at the organs that have been central in supporting our shared memories and affections.
@mcgovernmit @mitbrainandcog Thank you all so-so much!! So heartwarming! ❤️☺️🍾
Yes!!! We are *all* excited to celebrate @ev_fedorenko's tenure at MIT! Congratulations Prof Fedorenko, you are an inspiration to us all! 🎉🍾🥳 [Amazing photo courtesy of Julianne Gale @mitbrainandcog]
Ambition has gotten me so far! Ambition will get me out of this. I am not going to stop being ambitious
I wrote my PL journey story for the MIT Graduate Admissions blog - oge.mit.edu/following-your… Posted on my website if you would rather read it from there: thoughts.intimeand.space/fascination/
My amazing advisor got tenure - congratulations @ev_fedorenko !!!!!!!!! 🎉🎉🎉🎉🎉🎉🎉🎉🎉
As of today I'm officially a doctor ☺️ It's a good time to announce I was the runner-up for the Israeli AI best thesis award. But please don't read my thesis (which is just a concatenation of my papers), read the papers!