Who's Who of AI

Grzegorz Chrupała

336 trust researcher @grzegorz.chrupala.me · 3,318 followers
AI research
Why they matter

Researcher with public evidence across AI research.

AI signals
2
past 30d
Sources
2
distinct domains
Discussions
2
past 30d
Latest signal
8d ago
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Speech • Language • Learning https://grzegorz.chrupala.me @ Tilburg University
What they're sharing

Articles & links

Beyond Decodability: Reconstructing Language Model Representations with an Encoding Probe At #EMNLP2026 @emnlpmeeting.bsky.social, @gaofeishen.com presents our poster tomorrow (Sun 25 Oct), 16:00–17:30, Hall H, Poster Session B. 📄 https://aclanthology.org/2026.emnlp-main.654/

Beyond Decodability: Reconstructing Language Model Representations with an Encoding Probe aclanthology.org
AI Weekly's analysis →
  • The paper argues standard decoding probes can't directly compare feature contributions and are distorted by feature correlations.
  • The Encoding Probe reverses direction and reconstructs transformer internal states from interpretable features spanning acoustics, phonetics, syntax, lexicon and speaker identity.
  • Speaker-related effects vary strongly across training objectives and datasets, while syntactic and lexical features contribute independently to reconstruction.
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View on Bluesky · ♥ 10 ↻ 4 ↩ 0 · 2 from the directory shared this · 8d ago
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