Ayyoob Imani

Research intern @Microsoft, Ph.D. candidate @LMU_Muenchen.
#NLP
#Machine_learning
#Nature_Lover

[Ayyoob Imani @imani_ayyoob]

@amir_nlp Why don’t you report results for other well-known families of models?

[Ali Modarressi @AModarressi]

📣New paper 📣

We introduce MemLLM, a method to enhance language models by adding a read-write memory.

By designing an interaction schema and constructing training data, we fine-tune a model to store and use facts with an external structured memory.

🧵

[Aran Komatsuzaki @arankomatsuzaki]

GlotLID: Language Identification for Low-Resource Languages

abs: https://t.co/w2hXdSEHfx
demo: https://t.co/pxnUSm4K7z
repo: https://t.co/RGvgw6aMsl

[Ayyoob Imani @imani_ayyoob]

Excited that our paper "Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages" won the Area Chair Award at #ACL2023. Big kudos to our squad at @CisLmu who made it all happen. @lpq29743 to present the findings. #NLProc

[Ali Modarressi @AModarressi]

An idea paper comes into play, offering an innovative solution: equipping LLMs with read-write memory.

“RET-LLM: Towards a General Read-Write Memory for Large Language Models”
🔗:https://t.co/73oZwBUmtU

A joint work with @imani_ayyoob , @MohsenFyz & @HinrichSchuetze
(🧵2/4)

[Aran Komatsuzaki @arankomatsuzaki]

Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages

repo: https://t.co/lNiY4rfia5
abs: https://t.co/fRhEtrr37z
HuggingFace: https://t.co/7XRqn8PMXA

[Ayyoob Imani @imani_ayyoob]

@yoavgo Ridiculous lie. Around 500 was only killed by the police during the protests...

[Silvia Severini @silviaseverini3]

🎉Happy to share that our paper “Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging” was accepted to #EMNLP2022 !
Joint work with @imani_ayyoob, @_masoudjalili, @yvofr, and @HinrichSchuetze.
Preprint coming soon🍿!
#NLProc

[CIS, LMU Munich @CisLmu]

We present ‘Graph Neural Networks for Multiparallel Word Alignment’. Our method significantly improves word alignment quality, especially for low-resource languages.:

✏️@imani_ayyoob @lksenel @_masoudjalili @yvofr @HinrichSchuetze
📎https://t.co/nFNPf01hE7
🗣️25th PS6 10:45 am