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Related Articles from SNS
Correlation Is Not Enough: Embedding Human Metadata for Individual Causal Discovery
arXiv:2606.09672v1 Announce Type: new Abstract: Ask a pretrained biomedical language model whether "cortisol 28 ug/dL" and "stock-market volatility" are related, and it returns a cosine similarity of 0.83 on a scale where 1.0 means identical. The two share no mechanism. This is not a corner case: every off-the-shelf biomedical encoder we tested (BioBERT, PubMedBERT, BioM-ELECTRA) scores unrelated cross-domain pairs between 0.76 and 0.92 when the answer should be near zero.
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Hollywood's biggest names stunned on different red carpets this week. Stars including Jennifer Lopez and Brittany Snow turned heads when they posed for photos at the Gotham Awards and movie premieres in sparkling gowns. Other celebrities lit up the red carpet at their movie premieres in stunning dresses.
Efficient Punctuation Restoration via Weighted Lookahead Scoring Method for Streaming ASR Systems
arXiv:2606.05179v1 Announce Type: new Abstract: Punctuation restoration improves ASR (Automatic Speech Recognition) readability. However streaming ASR requires online decisions with limited future context. In streaming ASR, the system predicts punctuation incrementally, which makes generation-based approaches prone to latency and alignment failures under boundary-wise evaluation.