Human language technologies
Researching software and systems that bridge the linguistic divide between people and machines to make communicating with computers as natural as speaking with family and friends.
Publication
ECBD: Evidence-Centered Benchmark Design for NLP
Video
Final intern talk: Distilling Self-Supervised-Learning-Based Speech Quality Assessment into Compact
Speaker: Benjamin StahlHost: Hannes Gamper In this talk, we explore advancements in computational models for speech quality assessment. Self-supervised learning models have emerged as powerful front-ends, outperforming supervised-only models. However, their large size renders them…
Video
Advances in Natural Language Generation for Indian Languages
Much of recent progress for natural language generation (NLG) has been in the context of English and, in general, high resource languages, however, Indian languages have yet to see similar paradigm shifts despite their speaking…
Project
MInference: Million-Tokens Prompt Inference for Long-context LLMs
Million-Tokens Prompt Inference for Long-context LLMs MInference 1.0 leverages the dynamic sparse nature of LLMs’ attention, which exhibits some static patterns, to speed up the pre-filling for long-context LLMs. It first determines offline which sparse pattern…