Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
Language models demonstrate both quantitative improvement and new qualitative
capabilities with increasing scale. Despite their potentially transformative impact, these new …
capabilities with increasing scale. Despite their potentially transformative impact, these new …
A survey on computational metaphor processing
S Rai, S Chakraverty - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
In the last decade, the problem of computational metaphor processing has garnered
immense attention from the domains of computational linguistics and cognition. A wide …
immense attention from the domains of computational linguistics and cognition. A wide …
Data boost: Text data augmentation through reinforcement learning guided conditional generation
Data augmentation is proven to be effective in many NLU tasks, especially for those
suffering from data scarcity. In this paper, we present a powerful and easy to deploy text …
suffering from data scarcity. In this paper, we present a powerful and easy to deploy text …
Metaphors in pre-trained language models: Probing and generalization across datasets and languages
Human languages are full of metaphorical expressions. Metaphors help people understand
the world by connecting new concepts and domains to more familiar ones. Large pre-trained …
the world by connecting new concepts and domains to more familiar ones. Large pre-trained …
A survey on pragmatic processing techniques
Pragmatics, situated in the domains of linguistics and computational linguistics, explores the
influence of context on language interpretation, extending beyond the literal meaning of …
influence of context on language interpretation, extending beyond the literal meaning of …
Does GPT-3 grasp metaphors? identifying metaphor mappings with generative language models
L Wachowiak, D Gromann - … of the 61st Annual Meeting of the …, 2023 - aclanthology.org
Conceptual metaphors present a powerful cognitive vehicle to transfer knowledge structures
from a source to a target domain. Prior neural approaches focus on detecting whether …
from a source to a target domain. Prior neural approaches focus on detecting whether …
Modelling the interplay of metaphor and emotion through multitask learning
Metaphors allow us to convey emotion by connecting physical experiences and abstract
concepts. The results of previous research in linguistics and psychology suggest that …
concepts. The results of previous research in linguistics and psychology suggest that …
A survey on computational metaphor processing techniques: From identification, interpretation, generation to application
Metaphors are figurative expressions frequently appearing daily. Given its significance in
downstream natural language processing tasks such as machine translation and sentiment …
downstream natural language processing tasks such as machine translation and sentiment …
MultiMET: A multimodal dataset for metaphor understanding
Metaphor involves not only a linguistic phenomenon, but also a cognitive phenomenon
structuring human thought, which makes understanding it challenging. As a means of …
structuring human thought, which makes understanding it challenging. As a means of …
Affective computing in the era of large language models: A survey from the nlp perspective
Affective Computing (AC), integrating computer science, psychology, and cognitive science
knowledge, aims to enable machines to recognize, interpret, and simulate human emotions …
knowledge, aims to enable machines to recognize, interpret, and simulate human emotions …