DE eng

Search in the Catalogues and Directories

Hits 1 – 6 of 6

1
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes ...
BASE
Show details
2
Green NLP panel ...
BASE
Show details
3
Investigating label suggestions for opinion mining in German Covid-19 social media ...
BASE
Show details
4
Coreference Reasoning in Machine Reading Comprehension ...
BASE
Show details
5
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models ...
BASE
Show details
6
Metaphor Generation with Conceptual Mappings ...
Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.524 Abstract: Generating metaphors is a difficult task as it requires understanding nuanced relationships between abstract concepts. In this paper, we aim to generate a metaphoric sentence given a literal expression by replacing relevant verbs. Guided by conceptual metaphor theory, we propose to control the generation process by encoding conceptual mappings between cognitive domains to generate meaningful metaphoric expressions. To achieve this, we develop two methods: 1) using FrameNet-based embeddings to learn mappings between domains and applying them at the lexical level (CM-Lex), and 2) deriving source/target pairs to train a controlled seq-to-seq generation model (CM-BART). We assess our methods through automatic and human evaluation for basic metaphoricity and conceptual metaphor presence. We show that the unsupervised CM-Lex model is competitive with recent deep learning metaphor generation systems, and CM-BART outperforms all other models both ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://dx.doi.org/10.48448/582f-gh52
https://underline.io/lecture/25750-metaphor-generation-with-conceptual-mappings
BASE
Hide details

Catalogues
0
0
0
0
0
0
0
Bibliographies
0
0
0
0
0
0
0
0
0
Linked Open Data catalogues
0
Online resources
0
0
0
0
Open access documents
6
0
0
0
0
© 2013 - 2024 Lin|gu|is|tik | Imprint | Privacy Policy | Datenschutzeinstellungen ändern