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The projector plays a crucial role in multi-modal language models (MLLMs). The number of visual tokens it outputs affects the efficiency of the MLLM, while the quality of the visual tokens influences the visual understanding capabilities of the MLLM.
Externí odkaz:
http://arxiv.org/abs/2410.10319
Autor:
Seng Hyun Hong
Publikováno v:
CHUNGGUKSA YONGU (The Journal of Chinese Historical Researches). 124:283-326
Autor:
Li, Shaobo, Li, Xiaoguang, Shang, Lifeng, Sun, Chengjie, Liu, Bingquan, Ji, Zhenzhou, Jiang, Xin, Liu, Qun
Previous works show that Pre-trained Language Models (PLMs) can capture factual knowledge. However, some analyses reveal that PLMs fail to perform it robustly, e.g., being sensitive to the changes of prompts when extracting factual knowledge. To miti
Externí odkaz:
http://arxiv.org/abs/2210.11165
Autor:
Li, Shaobo, Li, Xiaoguang, Shang, Lifeng, Dong, Zhenhua, Sun, Chengjie, Liu, Bingquan, Ji, Zhenzhou, Jiang, Xin, Liu, Qun
Recently, there has been a trend to investigate the factual knowledge captured by Pre-trained Language Models (PLMs). Many works show the PLMs' ability to fill in the missing factual words in cloze-style prompts such as "Dante was born in [MASK]." Ho
Externí odkaz:
http://arxiv.org/abs/2203.16747
Publikováno v:
In Journal of Cleaner Production 1 November 2024 478
Autor:
Li, Shaobo, Liu, Qun, Jiang, Xin, Yin, Yichun, Sun, Chengjie, Liu, Bingquan, Ji, Zhenzhou, Shang, Lifeng
Human-designed rules are widely used to build industry applications. However, it is infeasible to maintain thousands of such hand-crafted rules. So it is very important to integrate the rule knowledge into neural networks to build a hybrid model that
Externí odkaz:
http://arxiv.org/abs/2109.02882
Autor:
Li, Shaobo, Li, Xiaoguang, Shang, Lifeng, Jiang, Xin, Liu, Qun, Sun, Chengjie, Ji, Zhenzhou, Liu, Bingquan
Collecting supporting evidence from large corpora of text (e.g., Wikipedia) is of great challenge for open-domain Question Answering (QA). Especially, for multi-hop open-domain QA, scattered evidence pieces are required to be gathered together to sup
Externí odkaz:
http://arxiv.org/abs/2012.15534
Publikováno v:
In Expert Systems With Applications 15 December 2023 233
Akademický článek
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Publikováno v:
In Environmental Pollution 15 June 2023 327