Papers2

#MTEB

MAEB: Massive Audio Embedding Benchmark

Adnan El Assadi, Isaac Chung et al.Feb 17arXiv

MAEB is a giant, fair report card for audio AI that tests 50+ models on 30 tasks across speech, music, environmental sounds, and audio–text tasks in 100+ languages.

#audio embeddings#MAEB#MTEB

KV-Embedding: Training-free Text Embedding via Internal KV Re-routing in Decoder-only LLMs

Intermediate

Yixuan Tang, Yi YangJan 3arXiv

This paper shows how to get strong text embeddings from decoder-only language models without any training.

#text embeddings#decoder-only LLMs#causal attention