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1
Is "my favorite new movie" my favorite movie? Probing the Understanding of Recursive Noun Phrases ...
Lyu, Qing; Zheng, Hua; Li, Daoxin. - : arXiv, 2021
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2
Goal-Oriented Script Construction ...
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3
Visual Goal-Step Inference using wikiHow ...
Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.165/ Abstract: Understanding what sequence of steps are needed to complete a goal can help artificial intelligence systems reason about human activities. Past work in NLP has examined the task of goal-step inference for text. We introduce the visual analogue. We propose the Visual Goal-Step Inference (VGSI) task, where a model is given a textual goal and must choose which of four images represents a plausible step towards that goal. With a new dataset harvested from wikiHow consisting of 772,277 images representing human actions, we show that our task is challenging for state-of-the-art multimodal models. Moreover, the multimodal representation learned from our data can be effectively transferred to other datasets like HowTo100m, increasing the VGSI accuracy by 15 - 20%. Our task will facilitate multimodal reasoning about procedural events. ...
Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Processing
URL: https://dx.doi.org/10.48448/z6gp-g111
https://underline.io/lecture/37557-visual-goal-step-inference-using-wikihow
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4
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights ...
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5
Intent Detection with WikiHow ...
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