Pragmatically informative text generation

S Shen, D Fried, J Andreas, D Klein - arXiv preprint arXiv:1904.01301, 2019 - arxiv.org
We improve the informativeness of models for conditional text generation using techniques
from computational pragmatics. These techniques formulate language production as a game …

Perceptual structure in the absence of grounding for LLMs: The impact of abstractedness and subjectivity in color language

P Loyola, E Marrese-Taylor, A Hoyos-Idobro - arXiv preprint arXiv …, 2023 - arxiv.org
The need for grounding in language understanding is an active research topic. Previous
work has suggested that color perception and color language appear as a suitable test bed …

Integrating High‐Level Features for Consistent Palette‐based Multi‐image Recoloring

D Xue, JV Corral, L Herranz, Y Zhang… - Computer Graphics …, 2023 - Wiley Online Library
Achieving visually consistent colors across multiple images is important when images are
used in photo albums, websites, and brochures. Unfortunately, only a handful of methods …

[PDF][PDF] Modelling pro-drop with the rational speech acts model

G Chen, K Van Deemter, C Lin - Proceedings of The 11th …, 2018 - aura.abdn.ac.uk
We extend the classic Referring Expressions Generation task by considering zero pronouns
in “pro-drop” languages such as Chinese, modelling their use by means of the Bayesian …

Communication-based evaluation for natural language generation

B Newman, R Cohn-Gordon, C Potts - arXiv preprint arXiv:1909.07290, 2019 - arxiv.org
Natural language generation (NLG) systems are commonly evaluated using n-gram overlap
measures (eg BLEU, ROUGE). These measures do not directly capture semantics or …

Perceptual Structure in the absence of grounding: the impact of abstractedness and subjectivity in color language for LLMs

P Loyola, E Marrese-Taylor… - Findings of the …, 2023 - aclanthology.org
The need for grounding in language understanding is an active research topic. Previous
work has suggested that color perception and color language appear as a suitable test bed …

Color Overmodification Emerges from Data-Driven Learning and Pragmatic Reasoning

F Fang, K Sinha, ND Goodman, C Potts… - arXiv preprint arXiv …, 2022 - arxiv.org
Speakers' referential expressions often depart from communicative ideals in ways that help
illuminate the nature of pragmatic language use. Patterns of overmodification, in which a …

[图书][B] Learning in the rational speech acts model

W Monroe - 2018 - search.proquest.com
When a person says something that has multiple possible interpretations, which
interpretation stands out as the most likely intended meaning often depends on context …

On Considering Semantics for Multi-image Processing

D Xue - tdx.cat
In multi-image processing, leveraging semantic information is essential for content-aware
operations and ensuring consistency across images. However, this presents challenges in …

[引用][C] Computational generation of Chinese noun phrases

G Chen - 2022 - Utrecht University