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Image captioning models often learn to recognize objects based solely on their typical environment , and fail to recognize them outside their typical environment. In NLP, dialogue systems generate highly generic responses such as “I don’t know” even for simple questions. In the last 3 years, language models have been ubiquitous in NLP.
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