1 code implementation • 5 Jul 2023 • Lasha Abzianidze, Joost Zwarts, Yoad Winter
While many natural language inference (NLI) datasets target certain semantic phenomena, e. g., negation, tense & aspect, monotonicity, and presupposition, to the best of our knowledge, there is no NLI dataset that involves diverse types of spatial expressions and reasoning.
no code implementations • 10 Oct 2022 • Sofia Nikiforova, Tejaswini Deoskar, Denis Paperno, Yoad Winter
Our approach includes a novel way of using image location to identify relevant open-domain facts in an external knowledge base, with their subsequent integration into the captioning pipeline at both the encoding and decoding stages.
no code implementations • COLING 2020 • Sofia Nikiforova, Tejaswini Deoskar, Denis Paperno, Yoad Winter
Standard image caption generation systems produce generic descriptions of images and do not utilize any contextual information or world knowledge.