Tanmoy Chakraborty

Delighted to announce TRUSTMAPS -- an @ICMRDELHI -funded National Centre led by @iitdelhi with AIIMS Delhi, IIT Kharagpur, Ashoka University & Tata Medical Centre. As a PI, I will work with 18 Co-PIs across 5 institutes.

Our mission: Build India's first national certification ecosystem for Medical AI.
More details here: lnkd.in/p/g9gi7yNY

📢 Follow the official TRUSTMAPS LinkedIn page for research updates, collaborations, and upcoming initiatives: linkedin.com/company/trustm…

@AshokaUniv @aiims_newdelhi @IITKgp

Heading to Budapest for #EMNLP2026!
Happy to catch up and chat about:
a) Exciting research happening at our lab @lcs2lab
b) ARR reviewing challenges and how we can improve the process (as an EiC of @ReviewAcl)
c) Faculty opportunities at @iitdelhi
@emnlpmeeting

Honoured to host the legendary Prof. @liuhuan and Prof. Longbing Cao at our lab @lcs2lab @iitdelhi today!

Our entire lab had a wonderful opportunity to interact with them and receive their invaluable feedback. And Prof. Huan’s sense of humour is simply out of this world! ☺️

In knowledge distillation (KD), teachers hallucinate, and standard KD forces the student to copy them anyway, spending probability mass on the teacher's noisy, low-confidence predictions and overwriting priors the student already had right. Our fix, CaRE-KD (accepted at #NeurIPS2026), makes the student decide when to trust the teacher. At the token level, a confidence gate switches between mean-seeking and mode-seeking divergence depending on how sure the teacher is. At the sequence level, a rejection mechanism drops updates where the teacher is epistemically less reliable than the student.

Preprint: arxiv.org/pdf/2609.36734

@NeurIPSConf @lcs2lab @ayans007 #SLMs

🎉 Time to celebrate the acceptance of 4 papers at #NeurIPS2026 — all in the Main Track!

The papers span multilingual LLM interpretability, knowledge distillation, and LLM personalization. Huge congratulations to all the students and collaborators! 👏

Details of the papers are here: lnkd.in/p/g8SdzPWH

@NeurIPSConf @lcs2lab @iitdelhi