Computational Linguistics and Natural Language Processing at Montclair State University #NLProc #Montclair_NLP #Montclair_CL #NLP4IF

Joined May 2019
48 Photos and videos
New Japanese euphemism benchmark (JP-PET): models do well on seen euphemisms, but performance drops hard on unseen PETs, suggesting reliance on lexical familiarity over pragmatic understanding. XLM-R generalized best. #NLP #JapaneseNLP #LLM #LREC2026
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An NLP study on detecting Ukrainian war euphemisms like “бавовна” (“explosion”) and “пташка” (“drone”). GPT-4o performs well on a newly annotated dataset, but the harder problem remains contextual disambiguation, sarcasm, and shifting euphemistic meaning over time. #UkrainianNLP
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Semantic overlap alone may not be enough for cross-lingual euphemism transfer. Interesting results on Turkish↔English euphemism detection showing strong asymmetries even when expressions appear semantically aligned. #NLP #MultilingualAI #LLM #SIGTURK2026
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Scrambling hurts MLMs across languages, but morphology sensitivity varies a lot by language. #NLP #LLM #MultilingualAI
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Euphemism Benchmark in SEVEN languages! @LREC2026 #Euphemisms #montclair #benchmark
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NLPLab@Montclair retweeted
25 Oct 2025
Looking for scholars whose work addresses real-world language challenges in educational, clinical, or communicative contexts, grounded in strong theoretical foundations.
🚨 We’re hiring! Tenure-track Assistant Professor (start: Aug 2026). Real-world language challenges, grounded in strong theory & methods. Apply here 👉 [montclair.wd1.myworkdayjobs.…] 📩 lingsearch2026@montclair.edu #Linguistics #AcademicJobs #HigherEd #LinguistJobs
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🧩 Findings: • XLM-R → bigger boosts, but more catastrophic forgetting when languages differ. • mBERT → steadier, smaller gains, less forgetting. Transfer helps, but only in the right conditions.
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Takeaway: cross-lingual transfer isn’t “more is better.” Success depends on the model, language pair, and training order. Great work by Julia Sammartino advancing research on multilingual euphemism detection! 👏 #RANLP2025 #TransferLearning #LowResource #AIResearch
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NLPLab@Montclair retweeted
Linguistics kicked off its new Book Club with Algospeak by @adam_aleksic how people twist words like “unalive” or “seggs” to dodge algorithms. Takeaway: platforms don’t just host language -- they shape it. Next up: Cultish by @amandamontell ! #MontclairLinguistics #Algospeak
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Dr. Suma Bhat at Montclair! @Montclair_CHSS @LinguisticsMSU @MSUCSAM
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New Talk on YouTube! "Discovering Implicit Social Biases in Large Language Models" by @sharonlevy21 . Explore how hidden biases in AI affect decisions in healthcare, education, and more! youtu.be/-weamEyPiQY #NLPMontclair #GenderBias #FairAI @LinguisticsMSU @montclairstateu
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NLPLab@Montclair retweeted
🌟 Excellent presentations today at the Graduate Mini-Conference Fall 2024! 🎓👏 Huge congratulations to all the students who shared their work. Excited to see your future endeavors.🚀 #GradConference2024 #ResearchExcellence @Montclair_CHSS @MSUCSAM @lab_nlp @LibbyBarak
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Today!
Join us Nov 21, 2024, at 3:30 PM for a talk by Dr. Sharon Levy @sharonlevy21: "Discovering Implicit Social Biases in Large Language Models". Explore how AI biases arise unexpectedly in domains like healthcare, education, and decision-making. #NLPMontclair #ResponsibleAI
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Join us Nov 21, 2024, at 3:30 PM for a talk by Dr. Sharon Levy @sharonlevy21: "Discovering Implicit Social Biases in Large Language Models". Explore how AI biases arise unexpectedly in domains like healthcare, education, and decision-making. #NLPMontclair #ResponsibleAI
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Great to see both new and returning students collaborating at the NLP lab! Exciting discussions ahead.@LibbyBarak @FeldmanMSU @Montclair_CHSS @MSUCSAM @montclairstateu @LinguisticsMSU #MontclairNLP
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Our own Dr. Aparna Varde and the Prime Minister of Lithuania, Ingrida Šimonytė @IngridaSimonyte at the ECML-PKDD @ECMLPKDD conference! @MSUCSAM @Montclair_CHSS #MontclairNLP
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