Swati Rajwal
@swati-rajwal.bsky.social
CS PhD @emorydeptofmed.bsky.social,
Researcher @chip.org, @bostonchildrens.bsky.social 🇺🇸
Prev. RA @eng.cam.ac.uk, @OxfordSBS 🇬🇧
R&D Intern @Accenture Lab, Software Eng. @eatoncorp 🇮🇳
🛜 https://swati-rajwal.github.io/
#NLP #Healthcare
Researcher @chip.org, @bostonchildrens.bsky.social 🇺🇸
Prev. RA @eng.cam.ac.uk, @OxfordSBS 🇬🇧
R&D Intern @Accenture Lab, Software Eng. @eatoncorp 🇮🇳
🛜 https://swati-rajwal.github.io/
#NLP #Healthcare
Reposted by Swati Rajwal
Grace Byun, Swati Rajwal, Jinho D. Choi
LLM-as-a-Grader: Practical Insights from Large Language Model for Short-Answer and Report Evaluation
https://arxiv.org/abs/2511.10819
LLM-as-a-Grader: Practical Insights from Large Language Model for Short-Answer and Report Evaluation
https://arxiv.org/abs/2511.10819
November 17, 2025 at 8:28 AM
Grace Byun, Swati Rajwal, Jinho D. Choi
LLM-as-a-Grader: Practical Insights from Large Language Model for Short-Answer and Report Evaluation
https://arxiv.org/abs/2511.10819
LLM-as-a-Grader: Practical Insights from Large Language Model for Short-Answer and Report Evaluation
https://arxiv.org/abs/2511.10819
Reposted by Swati Rajwal
New paper! 𝐒𝐡𝐨𝐫𝐭-𝐭𝐞𝐫𝐦 𝐯𝐚𝐫𝐢𝐚𝐛𝐢𝐥𝐢𝐭𝐲 𝐨𝐟 𝐜𝐡𝐫𝐨𝐧𝐢𝐜 𝐦𝐮𝐬𝐜𝐮𝐥𝐨𝐬𝐤𝐞𝐥𝐞𝐭𝐚𝐥 𝐩𝐚𝐢𝐧.
Thanks to @flaviamancini.bsky.social for guidance. Thanks to the Nox Lab Team @swati-rajwal.bsky.social , Carl Ashworth, Sharon Ho and also to @benosaka.bsky.social , Nicholas Shenker for collaboration.
doi.org/10.3389/fpai...
Thanks to @flaviamancini.bsky.social for guidance. Thanks to the Nox Lab Team @swati-rajwal.bsky.social , Carl Ashworth, Sharon Ho and also to @benosaka.bsky.social , Nicholas Shenker for collaboration.
doi.org/10.3389/fpai...
Frontiers | Short-term variability of chronic musculoskeletal pain
Chronic musculoskeletal (MSK) pain can be characterized by its temporal variability and evolution, affecting both pain management and treatment outcomes. Whi...
doi.org
September 18, 2025 at 10:14 PM
New paper! 𝐒𝐡𝐨𝐫𝐭-𝐭𝐞𝐫𝐦 𝐯𝐚𝐫𝐢𝐚𝐛𝐢𝐥𝐢𝐭𝐲 𝐨𝐟 𝐜𝐡𝐫𝐨𝐧𝐢𝐜 𝐦𝐮𝐬𝐜𝐮𝐥𝐨𝐬𝐤𝐞𝐥𝐞𝐭𝐚𝐥 𝐩𝐚𝐢𝐧.
Thanks to @flaviamancini.bsky.social for guidance. Thanks to the Nox Lab Team @swati-rajwal.bsky.social , Carl Ashworth, Sharon Ho and also to @benosaka.bsky.social , Nicholas Shenker for collaboration.
doi.org/10.3389/fpai...
Thanks to @flaviamancini.bsky.social for guidance. Thanks to the Nox Lab Team @swati-rajwal.bsky.social , Carl Ashworth, Sharon Ho and also to @benosaka.bsky.social , Nicholas Shenker for collaboration.
doi.org/10.3389/fpai...
Reposted by Swati Rajwal
A new paper accepted in @colmweb.org COLM 2025! I led a group of 3 brilliant students to dive deep into the problem of discrimination in language models. We discovered that models that take racist decisions don’t always have biased thoughts!
July 25, 2025 at 12:03 AM
A new paper accepted in @colmweb.org COLM 2025! I led a group of 3 brilliant students to dive deep into the problem of discrimination in language models. We discovered that models that take racist decisions don’t always have biased thoughts!
Reposted by Swati Rajwal
Drew Walker, Jennifer Love, Swati Rajwal, Isabel C Walker, Hannah LF Cooper, Abeed Sarker, Melvin Livingston III
Application of CARE-SD text classifier tools to assess distribution of stigmatizing and doubt-marking language features in EHR
https://arxiv.org/abs/2507.08969
Application of CARE-SD text classifier tools to assess distribution of stigmatizing and doubt-marking language features in EHR
https://arxiv.org/abs/2507.08969
July 15, 2025 at 9:56 AM
Drew Walker, Jennifer Love, Swati Rajwal, Isabel C Walker, Hannah LF Cooper, Abeed Sarker, Melvin Livingston III
Application of CARE-SD text classifier tools to assess distribution of stigmatizing and doubt-marking language features in EHR
https://arxiv.org/abs/2507.08969
Application of CARE-SD text classifier tools to assess distribution of stigmatizing and doubt-marking language features in EHR
https://arxiv.org/abs/2507.08969
Reposted by Swati Rajwal
Yao Ge, Yuting Guo, Sudeshna Das, Swati Rajwal, Selen Bozkurt, Abeed Sarker: HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models https://arxiv.org/abs/2503.04930 https://arxiv.org/pdf/2503.04930 https://arxiv.org/html/2503.04930
March 10, 2025 at 6:38 AM
Yao Ge, Yuting Guo, Sudeshna Das, Swati Rajwal, Selen Bozkurt, Abeed Sarker: HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models https://arxiv.org/abs/2503.04930 https://arxiv.org/pdf/2503.04930 https://arxiv.org/html/2503.04930
Reposted by Swati Rajwal
Yao Ge, Yuting Guo, Sudeshna Das, Swati Rajwal, Selen Bozkurt, Abeed Sarker
HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models
https://arxiv.org/abs/2503.04930
HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models
https://arxiv.org/abs/2503.04930
March 10, 2025 at 7:57 AM
Yao Ge, Yuting Guo, Sudeshna Das, Swati Rajwal, Selen Bozkurt, Abeed Sarker
HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models
https://arxiv.org/abs/2503.04930
HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models
https://arxiv.org/abs/2503.04930
Reposted by Swati Rajwal
Drew Walker, Swati Rajwal, Sudeshna Das, Snigdha Peddireddy, Abeed Sarker: Identifying social isolation themes in NVDRS text narratives using topic modeling and text-classification methods https://arxiv.org/abs/2506.15030 https://arxiv.org/pdf/2506.15030 https://arxiv.org/html/2506.15030
June 19, 2025 at 6:54 AM
Drew Walker, Swati Rajwal, Sudeshna Das, Snigdha Peddireddy, Abeed Sarker: Identifying social isolation themes in NVDRS text narratives using topic modeling and text-classification methods https://arxiv.org/abs/2506.15030 https://arxiv.org/pdf/2506.15030 https://arxiv.org/html/2506.15030
Reposted by Swati Rajwal
Drew Walker, Swati Rajwal, Sudeshna Das, Snigdha Peddireddy, Abeed Sarker
Identifying social isolation themes in NVDRS text narratives using topic modeling and text-classification methods
https://arxiv.org/abs/2506.15030
Identifying social isolation themes in NVDRS text narratives using topic modeling and text-classification methods
https://arxiv.org/abs/2506.15030
June 19, 2025 at 9:53 AM
Drew Walker, Swati Rajwal, Sudeshna Das, Snigdha Peddireddy, Abeed Sarker
Identifying social isolation themes in NVDRS text narratives using topic modeling and text-classification methods
https://arxiv.org/abs/2506.15030
Identifying social isolation themes in NVDRS text narratives using topic modeling and text-classification methods
https://arxiv.org/abs/2506.15030
Reposted by Swati Rajwal
We’re thrilled to announce that on May 26, Mila will welcome the 3rd cohort of the Summer School in Responsible AI and Human Rights, held in partnership with @umontreal-en.bsky.social. A warm welcome to all! mila.quebec/en/ai4humani...
April 24, 2025 at 6:44 PM
We’re thrilled to announce that on May 26, Mila will welcome the 3rd cohort of the Summer School in Responsible AI and Human Rights, held in partnership with @umontreal-en.bsky.social. A warm welcome to all! mila.quebec/en/ai4humani...
Reposted by Swati Rajwal
Very excited to release Kaleidoscope—a multilingual, multimodal evaluation set for VLMs, built as part of our open-science initiative!
🌍 18 languages (high-, mid-, low-)
📚 21k questions (55% require image understanding)
🧪 STEM, social science, reasoning, and practical skills
🌍 18 languages (high-, mid-, low-)
📚 21k questions (55% require image understanding)
🧪 STEM, social science, reasoning, and practical skills
April 10, 2025 at 7:52 PM
Very excited to release Kaleidoscope—a multilingual, multimodal evaluation set for VLMs, built as part of our open-science initiative!
🌍 18 languages (high-, mid-, low-)
📚 21k questions (55% require image understanding)
🧪 STEM, social science, reasoning, and practical skills
🌍 18 languages (high-, mid-, low-)
📚 21k questions (55% require image understanding)
🧪 STEM, social science, reasoning, and practical skills
Glad to be part of this project!
🚀 We are excited to introduce Kaleidoscope, the largest culturally-authentic exam benchmark.
📌 Most VLM benchmarks are English-centric or rely on translations—missing linguistic & cultural nuance. Kaleidoscope expands in-language multilingual 🌎 & multimodal 👀 VLMs evaluation
📌 Most VLM benchmarks are English-centric or rely on translations—missing linguistic & cultural nuance. Kaleidoscope expands in-language multilingual 🌎 & multimodal 👀 VLMs evaluation
April 11, 2025 at 12:19 AM
Glad to be part of this project!
Reposted by Swati Rajwal
Israfel Salazar, Manuel Fern\'andez Burda, Shayekh Bin Islam, Arshia Soltani Moakhar, Shivalika Singh, Fabian Farestam, Angelika Romanou, Danylo Boiko, Dipika Khullar, ...
Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
https://arxiv.org/abs/2504.07072
Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
https://arxiv.org/abs/2504.07072
April 10, 2025 at 4:37 AM
Israfel Salazar, Manuel Fern\'andez Burda, Shayekh Bin Islam, Arshia Soltani Moakhar, Shivalika Singh, Fabian Farestam, Angelika Romanou, Danylo Boiko, Dipika Khullar, ...
Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
https://arxiv.org/abs/2504.07072
Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
https://arxiv.org/abs/2504.07072
Reposted by Swati Rajwal
Two faculty positions in comp biology in Cambridge www.jobs.cam.ac.uk/job/50414/
Assistant/Associate Professor in Computational Biology - Job Opportunities - University of Cambridge
Assistant/Associate Professor in Computational Biology in the Department of Applied Mathematics and Theoretical Physics at the University of Cambridge.
www.jobs.cam.ac.uk
March 6, 2025 at 8:16 PM
Two faculty positions in comp biology in Cambridge www.jobs.cam.ac.uk/job/50414/
Reposted by Swati Rajwal
New faculty position in ML at CBL, Cambridge University Engineering department www.jobs.cam.ac.uk/job/49361/
University Assistant Professor in Machine Learning - Job Opportunities - University of Cambridge
University Assistant Professor in Machine Learning in the Department of Engineering at the University of Cambridge.
www.jobs.cam.ac.uk
February 24, 2025 at 8:17 PM
New faculty position in ML at CBL, Cambridge University Engineering department www.jobs.cam.ac.uk/job/49361/
Reposted by Swati Rajwal
Angelika Romanou, Negar Foroutan, Anna Sotnikova, Zeming Chen, Sree Harsha Nelaturu, Shivalika Singh, Rishabh Maheshwary, Micol Altomare, Mohamed A. Haggag, Snegha A, Alfonso...
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
https://arxiv.org/abs/2411.19799
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
https://arxiv.org/abs/2411.19799
December 2, 2024 at 9:31 AM
Angelika Romanou, Negar Foroutan, Anna Sotnikova, Zeming Chen, Sree Harsha Nelaturu, Shivalika Singh, Rishabh Maheshwary, Micol Altomare, Mohamed A. Haggag, Snegha A, Alfonso...
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
https://arxiv.org/abs/2411.19799
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
https://arxiv.org/abs/2411.19799
Reposted by Swati Rajwal
Sudeshna Das, Yao Ge, Yuting Guo, Swati Rajwal, JaMor Hairston, Jeanne Powell, Drew Walker, Snigdha Peddireddy, Sahithi Lak...
Two-layer retrieval augmented generation framework for low-resource medical question-answering: proof of concept using Reddit data
https://arxiv.org/abs/2405.19519
Two-layer retrieval augmented generation framework for low-resource medical question-answering: proof of concept using Reddit data
https://arxiv.org/abs/2405.19519
May 31, 2024 at 10:01 PM
Sudeshna Das, Yao Ge, Yuting Guo, Swati Rajwal, JaMor Hairston, Jeanne Powell, Drew Walker, Snigdha Peddireddy, Sahithi Lak...
Two-layer retrieval augmented generation framework for low-resource medical question-answering: proof of concept using Reddit data
https://arxiv.org/abs/2405.19519
Two-layer retrieval augmented generation framework for low-resource medical question-answering: proof of concept using Reddit data
https://arxiv.org/abs/2405.19519
Reposted by Swati Rajwal
Swati Rajwal
Decade of Natural Language Processing in Chronic Pain: A Systematic Review
https://arxiv.org/abs/2412.15360
Decade of Natural Language Processing in Chronic Pain: A Systematic Review
https://arxiv.org/abs/2412.15360
December 23, 2024 at 9:01 AM
Swati Rajwal
Decade of Natural Language Processing in Chronic Pain: A Systematic Review
https://arxiv.org/abs/2412.15360
Decade of Natural Language Processing in Chronic Pain: A Systematic Review
https://arxiv.org/abs/2412.15360
🚨Study Protocol out now @jmirpub.bsky.social🚨
This work lays the groundwork for our ongoing review📚
Stay tuned for the results!
In Colab w/ the wonderful: @yunyuxiao.bsky.social @sarkerabeed.bsky.social, Yankai & Ziyuan.
#OpenAccess #Research
This work lays the groundwork for our ongoing review📚
Stay tuned for the results!
In Colab w/ the wonderful: @yunyuxiao.bsky.social @sarkerabeed.bsky.social, Yankai & Ziyuan.
#OpenAccess #Research
JMIR Res Protocols: Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: #Protocol for a Systematic Review
Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: #Protocol for a Systematic Review
Background: In recent years, the intersection of natural language processing (NLP) and public health has opened innovative pathways for investigating social determinants of health (SDOH) in textual datasets. Despite the promise of NLP in the SDOH domain,…
dlvr.it
January 21, 2025 at 11:50 PM
🚨Study Protocol out now @jmirpub.bsky.social🚨
This work lays the groundwork for our ongoing review📚
Stay tuned for the results!
In Colab w/ the wonderful: @yunyuxiao.bsky.social @sarkerabeed.bsky.social, Yankai & Ziyuan.
#OpenAccess #Research
This work lays the groundwork for our ongoing review📚
Stay tuned for the results!
In Colab w/ the wonderful: @yunyuxiao.bsky.social @sarkerabeed.bsky.social, Yankai & Ziyuan.
#OpenAccess #Research
🚨 New preprint🚨
Check out our study on Short-term variability of chronic musculoskeletal pain📜
Feedback welcome!
Work in collab with the most inspiring and amazing researchers!
@xuancizheng.bsky.social @benosaka.bsky.social @flaviamancini.bsky.social and others I can't tag here.
#chronicpain
Check out our study on Short-term variability of chronic musculoskeletal pain📜
Feedback welcome!
Work in collab with the most inspiring and amazing researchers!
@xuancizheng.bsky.social @benosaka.bsky.social @flaviamancini.bsky.social and others I can't tag here.
#chronicpain
Short-term variability of chronic musculoskeletal pain https://www.medrxiv.org/content/10.1101/2025.01.12.25320413v1
January 14, 2025 at 5:49 AM
🚨 New preprint🚨
Check out our study on Short-term variability of chronic musculoskeletal pain📜
Feedback welcome!
Work in collab with the most inspiring and amazing researchers!
@xuancizheng.bsky.social @benosaka.bsky.social @flaviamancini.bsky.social and others I can't tag here.
#chronicpain
Check out our study on Short-term variability of chronic musculoskeletal pain📜
Feedback welcome!
Work in collab with the most inspiring and amazing researchers!
@xuancizheng.bsky.social @benosaka.bsky.social @flaviamancini.bsky.social and others I can't tag here.
#chronicpain
Reposted by Swati Rajwal
The blue light makes our lab look so sciencey :) www.theguardian.com/lifeandstyle...
Ouch! Solving the riddle of pain
We all know what hurts, but why is it so difficult to describe? Emma Cook meets the neurologists attempting to answer one of medicine’s hardest questions
www.theguardian.com
December 23, 2024 at 8:47 PM
The blue light makes our lab look so sciencey :) www.theguardian.com/lifeandstyle...
Reposted by Swati Rajwal
INCLUDE is a massive benchmark across 44 languages curated from 52 countries and includes both regional and cultural knowledge.
December 3, 2024 at 12:27 PM
INCLUDE is a massive benchmark across 44 languages curated from 52 countries and includes both regional and cultural knowledge.