Мультимодальный Трансформер

method ID: multimodaltransformer

Related Papers

Multimodal Transformer for Unaligned Multimodal Language Sequences

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractHuman language is often multimodal, which comprehends a mixture of natural language, facial gestures, and acoustic behaviors. However, two major challenges in modeling such multimodal human language time-series data exist: …...

37016

Multiˆ2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractIn this paper, we propose Multi2OIE, which performs open information extraction (open IE) by combining BERT with multi-head attention. Our model is a sequence-labeling system with an efficient and effective …...

32383

Attention as Grounding: Exploring Textual and Cross-Modal Attention on Entities and Relations in Language-and-Vision Transformer

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractWe explore how a multi-modal transformer trained for generation of longer image descriptions learns syntactic and semantic representations about entities and relations grounded in objects at the level of masked …...

32484

xGQA: Cross-Lingual Visual Question Answering

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractRecent advances in multimodal vision and language modeling have predominantly focused on the English language, mostly due to the lack of multilingual multimodal datasets to steer modeling efforts. In this …...

32619