Author

Aman Singh Thakur

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#natural language process... Review Aug 2026

WARP: Wasserstein-Aligned RAG for Population Opinions

WARP is introduced, a family of post-retrieval algorithms that calibrate retrieved evidence to the population's opinion distribution, and its domain-matched variants reduce distributional error by at least 43% with sub-second latency.

Aman Singh Thakur, Aditya Agrawal, Alwarappan Nakkiran et al. · 0 citations

#natural language process... Preprint Aug 2026

Training Leaves Traces: Centered Residual Signatures for Language Model Lineage Verification

The results establish a passive, data-free provenance signal for compatible open-weight language-model checkpoints, and the projection-pairing signal appears across six language-model families and beyond.

Aman Singh Thakur, Rayan Khoury · 0 citations