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 • 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.
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.