Shruti Rijhwani
@shrutirij
Followers
4,377
Following
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* Research Scientist @GoogleDeepMind * #NLProc research * PhD from @LTIatCMU * Amateur woodworker, scuba diver, foosball player
New York, NY
Joined December 2015
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Send us removal request.
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✨Our TACL paper introduces a semi-supervised learning method for OCR post-correction (w/ Daisy Rosenblum,
@gneubig
,
@anas_ant
).
We improve digitization accuracy on endangered languages by up to 29%!
📌Talk+poster at
#EMNLP2021
on Nov 7th!
📌Paper:
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There is *lots* of text in endangered languages that isn't machine-readable: paper books, handwritten notes, scanned images...
Our
#EMNLP2020
paper (w/
@gneubig
,
@anas_ant
) addresses the task of extracting text from these sources.
All the details:
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Incredibly honored to be recognized on the 2022
@Forbes
30 under 30 list in Science!
✨*HUGE* thanks to my collaborators and mentors,
@mulix
,
@anas_ant
,
@gneubig
✨More about my recent work:
@ForbesUnder30
#ForbesUnder30
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Excited to share XTREME-UP, a benchmark dataset for NLP in under-represented languages!
With the rapid development of language technology, it’s important that as many languages as possible benefit from these technologies, so we’re sharing XTREME-UP, a benchmark for evaluating multilingual models.
📝
💻
Read 🧵↓ (1/3)
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I've seen multiple tweets today on temporal adaptation of NLP models, so I thought it might be a good time to promote our temporally-diverse dataset + analysis for NER!
Paper:
Dataset:
(w/
@daniel_preotiuc
and
@TechAtBloomberg
)
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I'm giving a talk on entity linking for low-resource languages this Friday!
Sign up on eventbrite or message me for the Zoom link!
On June 25th, at 17:00 UTC, SIGTYP will host a lecture by Shruti Rijhwani (
@shrutirij
) on "Cross-Lingual Entity Linking for Low-Resource Languages."
Registration:
Chat:
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The EMNLP 2024 call for papers is here! Submissions are through ARR, with a deadline of June 15 🚀✨
I'm also super excited to be on the organizing committee for the conference, as publicity co-chair!
#EMNLP2024
EMNLP 2024 will take place in Miami, Florida from Nov 12th to Nov 16th, 2024, at the Hyatt Regency Miami Hotel. More information:
#EMNLP2024
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Excited to be in Mexico City for
#NAACL2024
! 🎉
Say hi if you see me around, or send me a message if would like to meet up!
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Excited to be a part of the organizing committee for EMNLP 2024!
Looking forward to a great conference in Miami 🏖️✨
Super excited to work alongside this amazing group of people organizing this year's
@emnlpmeeting
. If you haven't done so, check out the website:
Looking forward to seeing everyone in Miami later this year!
More info soon.
#NLProc
#EMNLP2024
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The code for our paper "OCR Post Correction for Endangered Language Texts" is now available:
Try it out to train OCR post-correction models for low-resource settings!
There is *lots* of text in endangered languages that isn't machine-readable: paper books, handwritten notes, scanned images...
Our
#EMNLP2020
paper (w/
@gneubig
,
@anas_ant
) addresses the task of extracting text from these sources.
All the details:
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I'm at ACL 2022 in Dublin! ☘️ Send me a message if you're around and want to catch up!
Also, come to the
@acl_sigel
ComputEL workshop at the end of the week (26th and 27th)!
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I will be at NAACL in-person, and co-organizing the AmericasNLP workshop there!
#NLProc
#NAACL2024
The AmericasNLP Workshop will be co-located with NAACL on June 21, 2024! ✨✨
We are excited to see you all in Mexico City!
More here:
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The Multilinguality and Linguistic Diversity track at EMNLP2023 is looking for emergency reviewers!
✨Please send me a message or email if you are available to review a paper this week✨
#EMNLP2023
#NLProc
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My talk on digitizing endangered language texts with
#NLP
at the Grace Hopper Celebration will be featured *again* tomorrow, with a live Q&A session this time!
Come by, if you missed it today!
Link:
#vGHC21
#vGHC2021
@AnitaB_org
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#NLProc
#EMNLP2022
The multilinguality track at EMNLP is looking for emergency reviewers!
If you're able to help out with a review this week, please DM me or sign up here:
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ComputEL-5 will be co-located with ACL 2022!
Submission deadline: February 25th
SIGEL is very excited to announce that the Workshop on Computational Methods for Endangered Languages (ComputEL-5), after 3 iterations with
@ICLDC_HI
will come back to the CL community (
@aclmeeting
). The CfP is available:
Follow us for more updates!
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I'm looking for emergency reviewers for submissions in the Multilinguality track at
#ACL2024
🚨
Send me a DM or email if you're able to do a review in the next 1-2 days! ✨
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Join us at the live QA sessions and learn about low-resource entity linking! Tomorrow July 8, at 8am and 1pm EDT!
More details and presentation here:
“Improving Candidate Generation for Low-resource Cross-lingual Entity Linking” at TACL 2020. In this work, we first assess the problems faced by current entity candidate generation methods for low-resource XEL, then propose three improvements. (1/n)
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This was a super exciting paper to collaborate on!
Seahorse 🌊🐴 is a multilingual summarization evaluation dataset that covers multiple languages and models. The preprint is now on arxiv!
We are excited to release Seahorse 🌊🐴, a ✨multilingual, multifaceted summarization evaluation dataset✨
96,000+ human ratings to enable faster progress in training and evaluating learnt metrics for summarization!
Preprint:
Data:
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Gemini 1.5 Pro is now available!
✨Try it out: ✨
Grateful to have been a small part of this effort and working together with an amazing team!
Gemini 1.5 Pro has entered the (LMSys) Arena! Some highlights:
-The only "mid" tier model at the highest level alongside "top" tier models from OpenAI and Anthropic ♊️
-The model excels at multimodal, and long context (not measured here) 🐍
-This model is also state-of-the-art
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I'm excited to be co-organizing the ComputEL-7 workshop at EACL 2024!
Submission deadline: December 15, 2023!
✨Submit your work on computational methods for endangered and low-resource languages to the ComputEL-7 workshop!✨
Co-located with EACL 2024, in Malta!🥳
📢Deadline: December 15, 2023.
📢Submission link:
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My thesis, "Improving Optical Character Recognition for Endangered Languages", is available here:
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I will be at
#NAACL2024
in Mexico City next week!
Say hi if you're around, and come by the
@AmericasNLP
workshop on June 21!
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Samridhi does super cool work on Speech and NLU at Amazon! Consider applying if you're looking for an internship in 2022!
If this sparks your interest, feel free to reach out! We are hiring for different full-time positions and summer 2022 internships.
#AmazonScience
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#EMNLP2021
session for the talk on our paper Lexically Aware Semi-Supervised Learning for OCR Post-Correction (w/
@mulix
,
@anas_ant
,
@gneubig
) starts in ✨45 minutes✨
Session link:
Paper:
✨Our TACL paper introduces a semi-supervised learning method for OCR post-correction (w/ Daisy Rosenblum,
@gneubig
,
@anas_ant
).
We improve digitization accuracy on endangered languages by up to 29%!
📌Talk+poster at
#EMNLP2021
on Nov 7th!
📌Paper:
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Excited to present my work on improving OCR in under-resourced settings at Lanfrica Talks on ✨December 5✨
Sign up at the link below!
1/5 On December 5, we are delighted to have
@shrutirij
present her PhD research on unlocking text data for under-resourced languages. Register for the talk:
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With every email update about covid-19 I get from
@CarnegieMellon
, I feel grateful to be part of this institution. The response has been exceptional so far ❤️
Just a tweet to say thank you to our students, staff and faculty. We know you're facing new challenges and working hard to finish the semester.
The CMU community is a wonderful community to be a part of.
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Join our
#acl2020nlp
live QA sessions for our paper "Soft Gazetteers for Low-Resource Named Entity Recognition" tomorrow, July 8!
Find the details and presentation here:
Paper co-authored with
@shuyanzhxyc
@gneubig
and Jaime Carbonell.
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Highly recommend applying to the MSR RF program!
Microsoft Research India is accepting applications for our Research Fellow program till 16th Feb 2024.
For more info:
🔗 Research Fellow program:
🔗 Nominations process:
To learn about our lab culture:
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Wonderful talk by
@simi_97k
at the AmericasNLP Workshop today!
Awesome talk from
@simi_97k
on transcreation (multimodal, multilingual, multicultural translation) between diverse countries! Her oral at the
@AmericasNLP
workshop was interesting, engaging, and quite humorous!
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We use a ✨WFSA representation✨ to efficiently do joint decoding with the neural post-correction model and the count-based LM.
Experiments on 4 endangered languages (Ainu, Griko, Kwak'wala, Yakkha) show up to 29% improvement in error rates!
Code:
4/5
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The
@AmericasNLP
workshop has begun and we have a packed schedule of talks and posters today!
Drop by in-person or on Zoom to hear about NLP for indigenous and low-resource languages, and invited talks by
@simi_97k
and
@gneubig
later today!
Schedule:
The first session of the workshop is underway, and we have a full house here in the Doña Socorro room!
Join us in-person or on Zoom for an exciting schedule of talks and posters all day today! 🎉✨
#NAACL2024
#NLProc
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I'll be at the
@AmericasNLP
workshop tomorrow -- looking forward to all the talks and posters!
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✨The EMNLP submission deadline is coming up this week! ✨
Find the submission instructions here:
Reminder that June 15th is the last ARR deadline for EMNLP -- we are looking forward to seeing your exciting work!
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ComputEL-5 is co-located with ACL 2022!
The workshop focuses on computational methods for studying endangered languages.
✨Deadline: Feb 25✨
The submission page for ComputEL-5 is open:
Submission deadline: Feb 25, 11:59pm AoE!
More info:
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Very little manually transcribed data is available for training OCR and post-correction models in endangered languages.
🚀Our semi-supervised method uses the relatively larger number of raw images that need to be digitized to improve performance.
2/5
#NLProc
#EMNLP2021
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The
#acl2020nlp
live QA sessions for our paper "Temporally-Informed Analysis of Named Entity Recognition" are tomorrow, July 8!
Join us to learn about how temporal data drift can affect NER models!
Find the details and presentation here:
(1/3)
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Antonis does amazing work in NLP for low-resource language! Consider applying if you're interested in these research areas!
Are you
#PhDone
(or close)? Would you like to live in the Washington, DC area and be part of the *exciting*
@GMUCompSci
dept, working on Machine Translation and
#nlproc
for low-resource languages? I'm looking for a postdoc (ideally starting in 2022) -- do reach out if interested!
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@mulix
and I will be presenting our work ✨developing OCR for Kwak'wala✨ today at the ComputEL workshop at 3:30pm Dublin time!
✨Join us in Liffey Hall 1 or on Zoom!✨
More info:
@acl_sigel
#acl2022nlp
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‼️The
@AmericasNLP
workshop is looking for emergency reviewers!
Send me a DM or email if you are able to review a paper in the next 1-2 days!
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We use self-training, a simple technique where the model is re-trained on its own predictions.
To counter the potential noise from self-training, we introduce ✨lexically-aware decoding✨ with a count-based language model to reinforce correctly predicted words in decoding.
3/5
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We have two shared tasks at the AmericasNLP workshop this year! 🎉🚀
More info:
📢
#AmericasNLP2024
features not one, but TWO shared tasks!
ST 1: Machine Translation Systems for Indigenous Languages⏩️
ST 2: Creation of Educational Materials for Indigenous Languages⏩️
🚨Deadline for both: 04/10/24🚨
#NLProc
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Come say hi and learn more about our paper at our live session today!
Gather session 4A: Machine Translation and Multilinguality
Nov 17, 21:00 EST!
(Nov 18, 02:00 UTC)
Details:
#emnlp2020
#NLProc
There is *lots* of text in endangered languages that isn't machine-readable: paper books, handwritten notes, scanned images...
Our
#EMNLP2020
paper (w/
@gneubig
,
@anas_ant
) addresses the task of extracting text from these sources.
All the details:
1/5
2
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I'll be at the AmericasNLP Workshop on Friday June 21. We have a super exciting workshop program, with a bunch of invited talks and research presentations.
Hope to see many of you there next week!
✨The AmericasNLP Workshop is happening on June 21st, co-located with NAACL in Mexico City and on Zoom!✨
Join us for two exciting talks by Fidencio Briceño Chel and
@gneubig
, plus insightful research presentations and posters!
More info:
#NAACL2024
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Apply to work with
@lasha_nlp
at AI2! Deadline today! ✨✨
I am recruiting a PhD research intern at
@ai2_mosaic
!
Topics of interest include:
📋generative model evaluation
🔥robustness
🔎model interpretability
🥸 privacy
✨Deadline: Nov 6 (today!!)✨
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📌
#EMNLP2021
Talk:
📌
#EMNLP2021
Poster:
📌Do you have documents in a low-resource language that need to be digitized? Let us know!
Send me an email or fill the form here:
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If you have documents in an endangered language that require digitization, we can apply our OCR post-correction method on your data!
Let us know here: .
#emnlp2020
#NLProc
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The text extracted from these documents can:
- be used to build NLP systems in endangered languages
- aid language documentation and preservation efforts
- make these documents available for searching and online browsing by language learners and speakers
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@Lasha1608
's work on NLP for privacy policies is super interesting!
Last 2021 NLLP Talk! We are happy to host
@Lasha1608
, who will speak about how language technologies can empower users in the specific context of privacy policies: .
@CatalinaGoanta
will discuss legal implications. Register here 👉
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Recorded talk: …
Say hi! …
Live QA: Nov 18, 02:00-04:00 UTC!
There is *lots* of text in endangered languages that isn't machine-readable: paper books, handwritten notes, scanned images...
Our
#EMNLP2020
paper (w/
@gneubig
,
@anas_ant
) addresses the task of extracting text from these sources.
All the details:
1/5
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Deadline on March 6th!
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Poster session starting NOW!
I'll be at the poster for two hours in gather town -- come by and say hi.
Poster Session 1: NLP Applications. Paper TACL-3193. You can "locate" me on gather town to find it!
#EMNLP2021
#NLProc
✨Our TACL paper introduces a semi-supervised learning method for OCR post-correction (w/ Daisy Rosenblum,
@gneubig
,
@anas_ant
).
We improve digitization accuracy on endangered languages by up to 29%!
📌Talk+poster at
#EMNLP2021
on Nov 7th!
📌Paper:
1/5
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Our model improves word recognition by 34% on average!
Get the paper/code/dataset here:
Come to our live QA session at EMNLP 2020 on Nov 18 at 02:00-04:00 UTC!
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Our paper presents:
- a benchmark dataset with three critically endangered languages: Ainu, Griko, and Yakkha
- an analysis of whether general-purpose OCR systems are robust to endangered languages
- an OCR post-correction model tailored to data-scarce settings
3/5
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@gneubig
Thank you, this wouldn't have been possible without you! I'm so happy to be working on this project :-)
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❤️❤️❤️❤️❤️❤️
We’re releasing fairmotion, a library to help AI researchers use motion capture data for graphics and robotics. At
#SIGGRAPH2020
, we presented work using fairmotion to control diverse behaviors for physically simulated characters.
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Starting NOW!
Room A, poster A09:
Come say hi and learn more about our paper at our live session today!
Gather session 4A: Machine Translation and Multilinguality
Nov 17, 21:00 EST!
(Nov 18, 02:00 UTC)
Details:
#emnlp2020
#NLProc
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❤️
Five years I’ve lived in Pittsburgh, and yet every time I come back from traveling, I find this welcome truly amazing.
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@quinnanya
@dasmiq
@melissaterras
@Ted_Underwood
@scott_bot
Hello! I'm happy to answer any questions about the software!
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Junjie is super awesome and would be an amazing advisor! Consider applying to UW-Madison if you're looking for PhD positions in NLP.
I am looking for PhD students at UW-Madison in Fall 2022. If you’re interested in NLP/ML, especially on multilingual NLP, multimodal learning, and transfer learning for translation and healthcare, please apply! Check my website for more details!
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🎉🎉🎉🎉
I am thrilled to announce that I will be joining
@DukeU
@dukecompsci
as an Assistant Professor in summer 2025. Super excited for the next chapter! Stay tuned for the launch of my lab 🧠🤖
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@terrible_coder
I did one of these in 2015, and it helped me figure out whether I wanted to do a PhD or not! I didn't have many opportunities to do research before that, so it was very useful.
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We present a method to create gazetteer features for low-resource NER using information from English knowledge bases through entity linking.
It improves NER performance on four low-resource languages: Kinyarwanda, Oromo, Sinhala, Tigrinya.
Code here:
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Really looking forward to this talk at
#EMNLP2021
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Second QA session starting now!
Zoom link here:
The
#acl2020nlp
live QA sessions for our paper "Temporally-Informed Analysis of Named Entity Recognition" are tomorrow, July 8!
Join us to learn about how temporal data drift can affect NER models!
Find the details and presentation here:
(1/3)
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@kalikabali
@monojitchou
Thank you
@kalikabali
and
@monojitchou
for all the mentorship and support over the years. Beyond grateful to you both for my first research experience in NLP! I really miss MSR :-)
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Congratulations
@kalikabali
🎉🎉
Honoured and humbled to be a part of the first ever
#time100ai
list.
I am still a little dazed by the illustrious company.
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For anyone attending EMNLP virtually and changing clocks tonight
EMNLP, don't forget the time change (fall back) tomorrow! From what I just frantically read, DR is AST (UTC-4) with no daylight savings change, and we in CA are moving from PDT (UTC-7) to PST (UTC-8) so there will be a 4-hour difference starting tomorrow.
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Looking for a couple more reviewers!
Send me a DM if you are available to help out!
‼️The
@AmericasNLP
workshop is looking for emergency reviewers!
Send me a DM or email if you are able to review a paper in the next 1-2 days!
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Congratulations
@lasha_nlp
🎉🎉
Exciting personal update!! I am thrilled to share that I defended my PhD
#PHDone
🎉
Next steps: Young Investigator/Postdoc
@allen_ai
. I’m super excited to work with
@YejinChoinka
and the
@ai2_mosaic
team, as well as to join the vibrant NLP community in Seattle 🗻✨🧋☕️
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@Saikallis9012
@OpenAcademics
@1DrGeography
@HaphdS
@ohyeahfranzi
@AlexXafis
@ZJAyres
@KarenTang_
@SewadeOgun
@NataLazzza
@shrimai_
@ButImAScientist
@ShivaniGianani
@Shreyagupta08
@microbiology_ag
@v_balloli
@BrihiJ
@VenkatSaiGanes5
@jenheemstra
@khyathi_chandu
@sanketvmehta
@venkypotluri
I appreciate you,
@Saikallis9012
!
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Check out this super cool paper!
Poster session today at ICLR!
Better late than never: Happy to share our ICLR22 paper: "Distributionally Robust Models with Parametric Likelihood Ratios".
Paper:
Code:
Poster session: TODAY (04/26, 11:30AM-1:30PM CEST, 5:30AM-7:30PM EST)
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@FitbitSupport
got a fitbit charge (large) at a business conference. need small. package is unopened. can it be exchanged? i'm in india. thx
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The annotations for the temporally diverse data set of English tweets that we collected for the paper's experiments are publicly available:
(2/3)
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We show that the NER performance is affected by the temporal distribution of the training set. We recommend that is should be taken into account when building models!
Find all experiments and analysis in the paper:
(3/3)
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Starting in 5 minutes!
Zoom link here:
#acl2020nlp
Join our
#acl2020nlp
live QA sessions for our paper "Soft Gazetteers for Low-Resource Named Entity Recognition" tomorrow, July 8!
Find the details and presentation here:
Paper co-authored with
@shuyanzhxyc
@gneubig
and Jaime Carbonell.
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Looking forward to talking about OCR post-correction for endangered languages
@lanfrica
next week!
Monday at 10am Eastern Time.
Register here:
1/5 On December 5, we are delighted to have
@shrutirij
present her PhD research on unlocking text data for under-resourced languages. Register for the talk:
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