2 papers
cs.CL2026
OmniAlign: A Unified Multilingual Aligner for Word and Sentence Alignment
Mengpeng Yang, Jingxu Yang, Chao Chen +3
Cross-lingual sequence alignment is fundamental for building and exploiting parallel corpora, spanning mappings from documents and sentences down to words and subwords. Existing to…
cs.CV2025
LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region Assistance
Zhang Li, Biao Yang, Qiang Liu +7
While large multi-modal models (LMMs) demonstrate promising capabilities in segmentation and comprehension, they still struggle with two limitations: inaccurate segmentation and ha…