Hanna Hajishirzi Profile
Hanna Hajishirzi

@HannaHajishirzi

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Associate professor at @uw_cse ; senior director at @allen_ai co-leading @allenNLP ; AI/NLP researcher at @uw_nlp

Seattle, WA
Joined February 2019
Don't wanna be here? Send us removal request.
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@HannaHajishirzi
Hanna Hajishirzi
13 days
Introducing our best OLMo yet. OLMo 1.7-7B outperforms LLaMa2-7B, approaching LLaMa2-13B at MMLU and GSM8k. High-quality data and staged training are key. I am so proud of our team making such significant improvement in a short period after our first release.
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@allen_ai
Allen Institute for AI
13 days
Announcing our latest addition to the OLMo family, OLMo 1.7!🎉Our team's efforts to improve data quality, training procedures and model architecture have led to a leap in performance. See how OLMo 1.7 stacks up against its peers and peek into the technical details on the blog:…
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@HannaHajishirzi
Hanna Hajishirzi
3 months
Today we released OLMo and its 100% open! I'm incredibly proud of every single team member who worked tirelessly in the past few months to make this happen🏆 This release includes all the data, code, checkpoints, and more! #olmo @allen_ai
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@HannaHajishirzi
Hanna Hajishirzi
2 years
My alma mater, Sharif University of Technology, Iran's premier university, was under siege yesterday. Many students were arrested, heavily injured or perhaps killed. Many Iranian scholars and PhD students whom you know have received their BSc degrees from this university.
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@HannaHajishirzi
Hanna Hajishirzi
2 years
A bit of outdated news: I am spending more time at AI2 @allen_ai now, co-leading @ai2_allennlp with @nlpnoah At @ai2_allennlp , we are hiring postdocs and research scientists with strong foundation in NLP. Links to apply:
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@HannaHajishirzi
Hanna Hajishirzi
3 years
Check out these papers from our H2lab at @uwnlp and @allen_ai and come talk to my amazing students at these EMNLP sessions @emnlp2020 or about their papers at Findings of EMNLP.
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@HannaHajishirzi
Hanna Hajishirzi
7 months
Intuitive, simple inference-time decoding for LLMs: PPO+ Monte Carlo Tree Search. Just don’t throw out learned values after PPO training. They are important at decoding!
@liujc1998
Jiacheng Liu (Gary)
7 months
What if we combine PPO with Monte-Carlo Tree Search – the secret sauce for AlphaGo to reach superhuman performance? Spoiler: MAGIC!! Our inference-time decoding method, PPO-MCTS, achieves impressive results across many text generation tasks. 📜 🧵(1/n)
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@HannaHajishirzi
Hanna Hajishirzi
4 years
Very honored to receive Sloan Fellowship. Thanks @SloanFoundation #sloanfellow
@uwcse
Allen School
4 years
Congrats to #UWAllen ’s @HannaHajishirzi of @uwnlp & @allen_ai and Yin Tat Lee of the Theory of Computation group on being named 2020 @SloanFoundation Research Fellows for their creativity, leadership, and early-career research achievements: #UWdiscovers
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@HannaHajishirzi
Hanna Hajishirzi
5 years
Happy to announce the 2nd conference on Automated Knowledge Base Construction (AKBC), #AKBC #AKBC2020 with @dipanjand @andrewmccallum @sameer_ @nlpmattg @astent @Zachives_ Christopher Re Abstract Deadline: Feb 6, Full submission deadline: Feb 13
@dipanjand
Dipanjan Das
5 years
Delighted to announce the 2nd Conference on Automated Knowledge Base Construction (AKBC), to be held in Irvine, CA during June 22-24, 2020! #AKBC #AKBC2020
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@HannaHajishirzi
Hanna Hajishirzi
9 months
We just released AI2 Dolma, a 3 Trillion open dataset for LLM pretraining.
@soldni
Luca Soldaini 🎀
9 months
Announcing Dolma, the dataset for @allen_ai 's LLM, OLMo. It's 3+ trillion tokens (web/papers/code/books/wiki). We hope it will facilitate study of LLMs & their behavior! Released on @huggingface w ImpACT license Overview/datasheet
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@HannaHajishirzi
Hanna Hajishirzi
2 years
Unfortunately, there is not much coverage in US media; in case you are interested, you can read about it here: I am sending this to inform those of you advising Iranian students, and ask you to keep an eye on them in this difficult time.
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@HannaHajishirzi
Hanna Hajishirzi
5 years
3/3 papers accepted at @naacl "A General Framework for Information Extraction Using Dynamic Span Graphs","Text Generation from Knowledge Graphs with Graph Transformers", "Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms"
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@HannaHajishirzi
Hanna Hajishirzi
4 years
Teaching Language Vision Transformer models how to paint: Check out our @emnlp2020 paper on how to Paint, Caption and Answer Questions with Multi-Modal Transformers Work by @jmin__cho @jiasenlu @HannaHajishirzi @anikembhavi to appear at EMNLP 2020
@allen_ai
Allen Institute for AI
4 years
"GPT-3 trained on an enormous amount of text data. What if the same methods were trained on both text and images?" Learn about fascinating new work from our #computervision team in this piece by @_KarenHao via @techreview :
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@HannaHajishirzi
Hanna Hajishirzi
5 months
Check out tülu2-70B-DPO, an open mode, better than GPT3.5 in almost all evaluation benchmarks; very proud of the team.
@hamishivi
Hamish Ivison
5 months
Check out the Tulu 2 suite 🐪, a set of Llama-2 models finetuned+DPO-trained on a mixture of publicly available datasets! Our best-performing models are competitive with SoTA open models on a range of benchmarks incl. AlpacaEval and MT-Bench. 📜Paper:
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@HannaHajishirzi
Hanna Hajishirzi
4 years
Has BERT solved NLP pipelines in IE? Attend Dave’s talk on “Entity, Relation, and Event Extraction with Contextualized Span Representations” at #emnlp2019 session 11D at 4pm to learn more.
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@HannaHajishirzi
Hanna Hajishirzi
4 years
New work at @emnlp2020 Findings. UnifiedQA that achieves SOTA in many recent QA datasets by multitask learning and moving beyond format. With @DanielKhashabi @sewon__min and Aristo team at @allen_ai
@DanielKhashabi
Daniel Khashabi 🕊️
4 years
📢 New work, to appear in @emnlp2020 -Findings 📢 UnifiedQA: Crossing Format Boundaries With a Single QA System Joint with @sewon__min @HannaHajishirzi and other collaborators at @allen_ai .
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@HannaHajishirzi
Hanna Hajishirzi
2 years
Congratulations to my amazing, ‘genius’ friend, colleague, collaborator, and mentor. @YejinChoinka , we are so proud of you and so lucky to have you at uw and AI2.
@uwcse
Allen School
2 years
#UWAllen @uwnlp 's @YejinChoinka aims to develop #AI with the ability to reason and communicate about the world in physical and abstract terms, like humans can do. As a 2022 #MacFellow , she looks forward to taking the “adventurous route” in her research:
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@HannaHajishirzi
Hanna Hajishirzi
4 years
AKBC 2020 will happen June 22-25tb, including an amazing set of papers, invited speakers, and workshops. Please register and stay tuned for our final program and virtual website. @sameer_ @nlpmattg @dipanjand #NLProc #AKBC2020
@akbc_conf
AKBC 2022
4 years
AKBC 2020 registration has been open for the past week: The main conference will happen over three days (June 22-24) over five and a half hours each day. 1/n
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@HannaHajishirzi
Hanna Hajishirzi
2 years
In case this is news to you, this event is a followup to a long line of protests in response to the killing of Mahsa Amini by Iran's morality police about two weeks ago.
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@HannaHajishirzi
Hanna Hajishirzi
4 years
AKBC 2020 Abstract Deadline (February 6) is next week! Full papers are due Feb 13th! Please submit your finest work to the conference. Website () has been updated with submission details. #AKBC #AKBC2020
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@HannaHajishirzi
Hanna Hajishirzi
4 years
Congrats @sameer_ and the team for the best paper award at #acl2020nlp
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@HannaHajishirzi
Hanna Hajishirzi
1 year
DataComp benchmark is out, a controlled environment to evaluate dataset design choice for multimodal model. Also, releasing an open model trained on a portion of the data that outcompetes CLIP.
@gabriel_ilharco
Gabriel Ilharco
1 year
Introducing DataComp, a new benchmark for multimodal datasets! We release 12.8B image-text pairs, 300+ experiments and a 1.4B subset that outcompetes compute-matched CLIP runs from OpenAI & LAION 📜 🖥️ 🌐
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@HannaHajishirzi
Hanna Hajishirzi
4 years
#acl2020nlp #acl2020en You can reach me at hanna.uw at RocketChat and happy to chat. You can also meet me over zoom at our paper Q&A sessions.
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@HannaHajishirzi
Hanna Hajishirzi
4 years
I will be missing EMNLP #EMNLP2019 , but check out this exciting work from my group ( @seo_minjoon , @jmin__cho ) on Nov 6th poster session.
@jmin__cho
Jaemin Cho
4 years
Facing mode collapse with your Seq2Seq? Seq2Seq is not for a one-to-many relationship. Check out our poster at #emnlp2019 on Nov 6th! "Mixture Content Selection for Diverse Sequence Generation" by Myself, @seo_minjoon and @HannaHajishirzi . • Paper:
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@HannaHajishirzi
Hanna Hajishirzi
4 years
Check out our new work on scientific claim verification, particularly verifying COVID-19 claims at @emnlp2020 by @davidjwadden @lucyluwang @kylelostat @armancohan @peter9863 @MadyvanZuylen
@davidjwadden
David Wadden
4 years
Our work on scientific claim verification will appear in @emnlp2020 ! With @kylelostat , @lucyluwang , @peter9863 , @MadyvanZuylen , @armancohan , @HannaHajishirzi . COVID-19 fact-checking demo and SciFact leaderboard: . Camera-ready: .
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@HannaHajishirzi
Hanna Hajishirzi
9 months
Congrats to my amazing student @gabriel_ilharco for receiving the JP Morgan fellowship. @jpmorgan
@uwcse
Allen School
9 months
#UWAllen @UW 's @gabriel_ilharco aims to make machine learning models more reliable and versatile; @sharma_ashish_2 develops #AI systems to support mental health. Both earned 2023 @jpmorgan AI Ph.D. Fellowships for applying AI to solve real-world problems:
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@HannaHajishirzi
Hanna Hajishirzi
4 years
Congrats to Ali, @morastegari , and @xnor_ai
@etzioni
Oren Etzioni
4 years
Exclusive: Apple acquires , edge AI spin-out from Paul Allen’s AI2, for price in $200M range
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@HannaHajishirzi
Hanna Hajishirzi
4 years
Logic-guided data augmentation and regularization to improve consistency of QA model. #NLProc #Acl2020 #acl202nlp
@AkariAsai
Akari Asai
4 years
I am very excited to announce that new work with @HannaHajishirzi has been accepted to #acl2020nlp @aclmeeting . We investigate the inconsistencies of SOTA QA models' predictions and introduce FOL logic-guided data augmentation & consistency-based training regularization. [1/2]
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@HannaHajishirzi
Hanna Hajishirzi
4 years
Check out this work led by @AkariAsai on building a new open domain cross lingual QA dataset.
@AkariAsai
Akari Asai
4 years
Knowledge is not uniformly distributed across languages so an ideal open-retrieval QA model should search and retrieve multilingual resources. We propose a new task 𝐗𝐎𝐑 𝐐𝐀 with a new dataset 𝐗𝐎𝐑-𝐓𝐲𝐃𝐢 QA(40k newly annotated Qs in 7 languages) 👇
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@HannaHajishirzi
Hanna Hajishirzi
5 years
Happy to share our recent submission on DiCENets with @morastegari @sachmeh
@morastegari
Mohammad Rastegari
5 years
Depth-wise Convolution and Point-wise Convolution showed tremendous benefit for efficient architecture design and now we are presenting a new efficient CNN model DiCENet based on Dimension-wise convolution #deeplearning , #ComputerVision paper:
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@HannaHajishirzi
Hanna Hajishirzi
3 years
Looking forward to having you at UW and working together.
@sysnlp
Qingqing Cao
3 years
I'm happy to share that I'll be a postdoc this fall, working with Prof. @HannaHajishirzi at the University of Washington. I will continue research in efficient NLP/AI. Many thanks to everyone who has helped along the journey!
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@HannaHajishirzi
Hanna Hajishirzi
5 years
Happy to share our ACL paper on multi-hop QA with @sewon__min @LukeZettlemoyer @hllo_wrld
@sewon__min
Sewon Min
5 years
Excited to share our two #acl2019nlp papers! "Multi-hop Reading Comprehension through Question Decomposition and Rescoring" w/ @hllo_wrld @LukeZettlemoyer & @HannaHajishirzi Paper Check out our demo which answers to multi-hop Qs! 1/
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@HannaHajishirzi
Hanna Hajishirzi
4 years
Check put this great work from @sewon__min on introducing a new task: AmbigQA
@sewon__min
Sewon Min
4 years
To study natural ambiguity, we construct a new dataset with questions from NQ; we find that ambiguity is frequent, diverse & subtle. See our paper and website for data, models, and more! Work with @_julianmichael_ @HannaHajishirzi @LukeZettlemoyer
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@HannaHajishirzi
Hanna Hajishirzi
6 months
When and how retrieval should be augmented with LMs to improve accuracy and factuality, while maintaining efficiency? Introducing Self-RAG to train LMs with on demand retrieval by generating text and self-reflection tokens
@AkariAsai
Akari Asai
6 months
Introducing Self-RAG, a new easy-to-train, customizable, and powerful framework for making an LM learn to retrieve, generate, and critique its own outputs and retrieved passages, by using model-predicted reflection tokens. 📜: 🌐:
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@HannaHajishirzi
Hanna Hajishirzi
3 years
Check out efficientQA results tomorrow :)
@colinraffel
Colin Raffel
3 years
The results of the #NeurIPS2020 competition on Efficient Open-Domain QA will be revealed tomorrow! Find out how participants achieved new SoTA and trained powerful-but-tiny systems. Dec 11th, 4pm GMT/11am ET/8am PT Info: Livestream:
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@HannaHajishirzi
Hanna Hajishirzi
1 year
@anmarasovic Wait one week! We’ll have something :D
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@HannaHajishirzi
Hanna Hajishirzi
4 years
@akbc_conf will start tomorrow, June 22nd 8am PST. Our virtual website at . Tomorrow we will have talks by @professorwcohen @jure , Jamie Taylor, and Luna Dong, 5 spotlight papers followed by live discussions and hallway conversations. @sameer_ @dipanjand
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@HannaHajishirzi
Hanna Hajishirzi
6 months
We are so excited to have you join us at AI2 😎🤩
@natolambert
Nathan Lambert
6 months
Excited! I've started as a Research Scientist at @allen_ai (on @ai2_allennlp ) working on all things "RLHF research" - it encompasses a lot. Let's show the world that openness can foster broadly beneficial AI. I'm excited to work with everyone who wants to make that happen.
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@HannaHajishirzi
Hanna Hajishirzi
4 years
Please consider submitting your amazing workshop proposals to #AKBC #AKBC2020
@dipanjand
Dipanjan Das
4 years
AKBC 2020 Call for workshops is now online! #AKBC #AKBC2020
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@HannaHajishirzi
Hanna Hajishirzi
5 years
1/1 paper accepted at CVPR; ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network; stay tune for the arxiv drafts.
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@HannaHajishirzi
Hanna Hajishirzi
3 years
Check out Akari's new work on building a *single* question answering model that can answer questions in any language! The model trains a cross-lingual retrieval model that can retrieve passages related to a question across many different languages. #NLProc
@AkariAsai
Akari Asai
3 years
Can we build a *single* open-domain QA model that works in *many* languages? We’re excited to present 𝗖𝗢𝗥𝗔 using a single retriever and generator, showing SOTA results in 26 diverse languages on XOR QA & MKQA, including the unseen languages. [1/5]
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@HannaHajishirzi
Hanna Hajishirzi
3 years
@icwsm
ICWSM
3 years
And the winner of the ICWSM-21 Outstanding Study Design Paper is “The Effect of Moderation on Online Mental Health Conversations”. Congratulations to David Wadden, Tal August, Qisheng Li, and Tim Althoff! 🌠🎆 #ICWSM2021
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@HannaHajishirzi
Hanna Hajishirzi
4 years
Second day of @akbc_conf with five amazing speakers and new papers.
@dipanjand
Dipanjan Das
4 years
The second day of #AKBC2020 is about to start in forty minutes, with 5 exciting talks by @LukeZettlemoyer , @nnakashole , @strubell , Andrew Su (Scripps Research), and @Diyi_Yang ! In addition, there will be 12 paper presentations via video stream and live poster sessions.
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@HannaHajishirzi
Hanna Hajishirzi
3 months
OLMo performs either better or at par with other models of similar size. We love to invite the open-source community to continue advance the science of LMs.
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@HannaHajishirzi
Hanna Hajishirzi
1 month
@gabriel_ilharco @xai @gabriel_ilharco we already miss you at uw :) great work; I guess you’ve had a good start, convincing @xai releasing weights
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@HannaHajishirzi
Hanna Hajishirzi
4 years
Check out this cool work at #acl2020 by @AkariAsai #NLProc
@AkariAsai
Akari Asai
4 years
New #acl2020nlp paper "Logic-Guided Data Augmentation and Regularization for Consistent Question Answerings"! We show SOTA QA models produce inconsistent predictions and introduce logic-guided data augmentation & consistency-based regularization. 1/
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@HannaHajishirzi
Hanna Hajishirzi
3 months
@burkov Compiling this table was really helpful to us throughout the training process; helped us chase down loss spikes; we thought it is great to share it with other researchers. We ablated several choices, not all of them though! we would love it if others carry out more ablations!
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@HannaHajishirzi
Hanna Hajishirzi
2 years
Looking forward to working with you
@yanaiela
Yanai Elazar
2 years
I'm... graduating! Last week (the pic): goodbye party from the amazing @biunlp lab and the one and only @yoavgo Now: In the airport, on my way to Seattle for my postdoc at AI2 in the @ai2_allennlp team and UW, where I'll be working with @nlpnoah @HannaHajishirzi and @sameer_
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@HannaHajishirzi
Hanna Hajishirzi
5 years
Check our these two great papers by Sewon today.
@sewon__min
Sewon Min
5 years
#acl2019nlp Check out our two presentations on QA today! (1) 11:30 Hall 4 "Compositional Questions Do Not Necessitate Multi-hop Reasoning" (2) 4-5:40 Poster #B "Multi-hop Reading Comprehension through Question Decomposition and Rescoring" Come and say hi 😀
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@HannaHajishirzi
Hanna Hajishirzi
5 years
Had a great time hosting @FidlerSanja today at @uwnlp . Learned a lot about her lab’s recent exciting work.
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@HannaHajishirzi
Hanna Hajishirzi
4 years
AKBC 2020 will be fully virtual this year. Stay tuned for more details. #akbc @akbc_conf #NLProc
@akbc_conf
AKBC 2022
4 years
Due to the COVID-19 pandemic, AKBC 2020 is moving to a fully virtual conference including invited and contributed talks, poster sessions, workshops and hallway discussions. 1/2
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@HannaHajishirzi
Hanna Hajishirzi
3 years
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@HannaHajishirzi
Hanna Hajishirzi
5 years
@GaryMarcus We have a few datasets relevant to Math word problem solving. Please check out: MathQA , MAWPS:
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@HannaHajishirzi
Hanna Hajishirzi
5 months
@mark_riedl @rajammanabrolu @anmarasovic @janetlauyeung @tongshuangwu Should we all focus our AGIs toward building an NSF bio? It seems every academics need to feel the AGI here 😳
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@HannaHajishirzi
Hanna Hajishirzi
1 year
OLMo will provide an opportunity to do open, collaborative research on llms
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@HannaHajishirzi
Hanna Hajishirzi
4 years
You can still submit your full paper to @akbc_conf on Frb 13th even if you missed the abstract deadline. @ML_NLP #NLProc #nlproc #knowledge #ACL2020 #ICML2020
@akbc_conf
AKBC 2022
4 years
AKBC organizers are pleased to announce that we’re opening up the abstract deadline for paper submissions to February 13! 1/n
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@HannaHajishirzi
Hanna Hajishirzi
5 years
@mark_riedl talking about automatic story generation live now at @uwnlp NLP seminar series.
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@HannaHajishirzi
Hanna Hajishirzi
2 years
Congrats @DanielKhashabi on his new position :) cheers
@DanielKhashabi
Daniel Khashabi 🕊️
2 years
Life update: Thrilled to announce that I will join Johns Hopkins University @jhuclsp @jhucompsci @JohnsHopkins as an assistant professor of computer science in the fall! This is an honor of a lifetime and I will do my best to rise to the occasion.
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@HannaHajishirzi
Hanna Hajishirzi
3 months
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@HannaHajishirzi
Hanna Hajishirzi
9 months
@rajammanabrolu @soldni @allen_ai DOLMA: Data to feed OLMo’s Appetite
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@HannaHajishirzi
Hanna Hajishirzi
5 years
@sleepinyourhat @NYUDataScience Thanks much for hosting me @sleepinyourhat :) it was a fun visit.
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@HannaHajishirzi
Hanna Hajishirzi
4 years
@danqi_chen @JonathanBerant Thanks Danqi for all your help throughout the conference! Glad that it worked out well :)
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@HannaHajishirzi
Hanna Hajishirzi
3 years
@aviaviavi__ @uwnlp @LukeZettlemoyer Thanks for visiting us. Awesome talk and great discussions.
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@HannaHajishirzi
Hanna Hajishirzi
11 months
@rajammanabrolu @UCSanDiego @ucsd_cse @MosaicML It was a pleasure to work with you. Congratulations!
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@HannaHajishirzi
Hanna Hajishirzi
4 years
@srush_nlp @sacmehtauw you have these numbers, right?
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@HannaHajishirzi
Hanna Hajishirzi
2 years
@Diyi_Yang @Stanford Congrats Diyi :)
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@HannaHajishirzi
Hanna Hajishirzi
1 month
@jefrankle @databricks Amazing! Great work.
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@HannaHajishirzi
Hanna Hajishirzi
4 years
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@HannaHajishirzi
Hanna Hajishirzi
3 years
@sameer_ Many congrats Sameer
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@HannaHajishirzi
Hanna Hajishirzi
4 years
@gregd_nlp @tallinzen @yoavgo @NaomiHavron That’s a great approach. Love it 🙂
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@HannaHajishirzi
Hanna Hajishirzi
4 years
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@HannaHajishirzi
Hanna Hajishirzi
4 years
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@HannaHajishirzi
Hanna Hajishirzi
4 years
@radamihalcea Congrats :)
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@HannaHajishirzi
Hanna Hajishirzi
2 years
@lucyluwang @dsweld @etzioni @_DougDowney @SemanticScholar @allen_ai You are amazing Lucy. Best of luck at your next endeavor.
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@HannaHajishirzi
Hanna Hajishirzi
3 years
@VeredShwartz @UBC_CS Many Congrtas :)
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Hanna Hajishirzi Retweeted
@rajammanabrolu
Prithviraj (Raj) Ammanabrolu
2 years
The secret to aligning LMs to human preferences is reinforcement learning. But Why&How is it used? Announcing 💻RL4LMs: library to train any @huggingface LM w/ RL 👾GRUE: benchmark of 6 NLP tasks+rewards 📈NLPO: new RL alg 4 LMs 🌐
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@HannaHajishirzi
Hanna Hajishirzi
5 years
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@HannaHajishirzi
Hanna Hajishirzi
11 months
@etzioni My deepest condolences. He had a remarkable life.
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