Kanishka Misra

Assistant Professor of Linguistics, and Harrington Fellow at UT Austin. Works on computational understanding of language, concepts, and generalization. 🕸️👁️: https://kanishka.website

Articles & links

Kanishka Misra reposted
Tom McCoy @rtommccoy.bsky.social

🤖🧠 New commentary 🧠🤖 What role should large language models (LLMs) play in linguistics? I reflect on this question in a commentary now on arXiv: arxiv.org/abs/2605.10061 To appear in BBS as a commentary on @futrell.bsky.social and @kmahowald.bsky.social's excellent piece on LL…

[2605.10061] Not-So-Strange Love: Language Models and Generative Linguistic Theories are More Compatible than They Appear arxiv.org View on Bluesky →

I will be at #ACL2026 from July 2--7! I will be giving a keynote at CDL workshop on controlled rearing and hypothesis generation from language models! Tianyang Xu (first author) and I will present work on cross-modal generalization in VLMs on July 7! Paper: aclanthology.org/20…

Cross-Modal Taxonomic Generalization in (Vision-) Language Models aclanthology.org
AI Weekly's analysis
  • Frozen Qwen3 and Llama 3.2 language models, paired with DINOv2 or SigLIP image encoders, predicted object hypernyms they never saw during training.
  • On hypernymy questions alone, Qwen3-0.6B scored 78.5 F1 and Qwen3-1.7B reached 88.5 F1, against a 46.7 majority-label baseline.
  • The generalization broke when researchers shuffled image-label pairs across categories, dropping average visual coherence from 0.27 to 0.12.
Read full analysis →
View on Bluesky · ♥ 15 ↻ 3 ↩ 2 · 2 from the directory shared this · 9d ago

Recent commentary

we live in a world where if you search for "x ai" but have a typo in "x" it still returns a valid ai company 🙏

View on Bluesky · ♥ 2 ↻ 0 ↩ 0 · 41d ago

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