Maitrey Mehta
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my-tray.bsky.social
Maitrey Mehta
@my-tray.bsky.social
460 followers 320 following 1 posts
Ph.D. Student at Utah NLP | Low-resource NLP | Multilinguality
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Reposted by Maitrey Mehta
emnlpmeeting.bsky.social
Outstanding paper (5/7):

"Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps"
by Martin Tutek, Fateme Hashemi Chaleshtori, Ana Marasovic, and Yonatan Belinkov
aclanthology.org/2025.emnlp-m...

6/n
Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps
Martin Tutek, Fateme Hashemi Chaleshtori, Ana Marasovic, Yonatan Belinkov. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing. 2025.
aclanthology.org
November 7, 2025 at 10:32 PM
Reposted by Maitrey Mehta
fatemehc.bsky.social
1/ 🚨NEW PAPER: "BriefMe: A Legal NLP Benchmark for Assisting with Legal Briefs", accepted to ACL Findings 2025!
We introduce the first benchmark specifically designed to help LLMs assist lawyers in writing legal briefs 🧑‍⚖️

📄 arxiv.org/abs/2506.06619
🗂️ huggingface.co/datasets/jw4...
June 20, 2025 at 10:07 PM
Reposted by Maitrey Mehta
agill32.bsky.social
𝐖𝐡𝐚𝐭 𝐇𝐚𝐬 𝐁𝐞𝐞𝐧 𝐋𝐨𝐬𝐭 𝐖𝐢𝐭𝐡 𝐒𝐲𝐧𝐭𝐡𝐞𝐭𝐢𝐜 𝐄𝐯𝐚𝐥𝐮𝐚𝐭𝐢𝐨𝐧?

(arxiv.org/abs/2505.22830)

I'm happy to announce that the preprint release of my first project is online! Developed with the amazing support of @lasha.bsky.social & @anamarasovic.bsky.social
What Has Been Lost with Synthetic Evaluation?
Large language models (LLMs) are increasingly used for data generation. However, creating evaluation benchmarks raises the bar for this emerging paradigm. Benchmarks must target specific phenomena, pe...
arxiv.org
June 4, 2025 at 10:24 PM