3 papers
cs.AI2026
Oilbird: Training-Free Speculative Decoding with Keys the Verifier Already Computes
Tao Jin, Phuong Minh Nguyen, Zhenzhu Yan +2
Training-free speculative decoding drafts by matching an exact suffix of the context against a pool of earlier context. That lookup misses correct drafts already in the pool, most…
cs.CL2026
Goose: Anisotropic Speculation Trees for Training-Free Speculative Decoding
Tao Jin, Phuong Minh Nguyen, Naoya Inoue
Speculative decoding accelerates large language model inference by drafting multiple candidate tokens and verifying them in a single forward pass. Candidates are organized as a tre…
cs.CL2025
NLP Datasets for Idiom and Figurative Language Tasks
Blake Matheny, Phuong Minh Nguyen, Minh Le Nguyen +1
Idiomatic and figurative language form a large portion of colloquial speech and writing. With social media, this informal language has become more easily observable to people and t…