Data augmentation using llms: Data perspectives, learning paradigms and challenges
In the rapidly evolving field of large language models (LLMs), data augmentation (DA) has
emerged as a pivotal technique for enhancing model performance by diversifying training …
emerged as a pivotal technique for enhancing model performance by diversifying training …
A survey on automatic generation of figurative language: From rule-based systems to large language models
Figurative language generation (FLG) is the task of reformulating a given text to include a
desired figure of speech, such as a hyperbole, a simile, and several others, while still being …
desired figure of speech, such as a hyperbole, a simile, and several others, while still being …
Longwriter: Unleashing 10,000+ word generation from long context llms
Current long context large language models (LLMs) can process inputs up to 100,000
tokens, yet struggle to generate outputs exceeding even a modest length of 2,000 words …
tokens, yet struggle to generate outputs exceeding even a modest length of 2,000 words …
Patchview: LLM-Powered Worldbuilding with Generative Dust and Magnet Visualization
JJY Chung, M Kreminski - Proceedings of the 37th Annual ACM …, 2024 - dl.acm.org
Large language models (LLMs) can help writers build story worlds by generating world
elements, such as factions, characters, and locations. However, making sense of many …
elements, such as factions, characters, and locations. However, making sense of many …
Psychogat: A novel psychological measurement paradigm through interactive fiction games with llm agents
Psychological measurement is essential for mental health, self-understanding, and personal
development. Traditional methods, such as self-report scales and psychologist interviews …
development. Traditional methods, such as self-report scales and psychologist interviews …
Map-neo: Highly capable and transparent bilingual large language model series
Large Language Models (LLMs) have made great strides in recent years to achieve
unprecedented performance across different tasks. However, due to commercial interest, the …
unprecedented performance across different tasks. However, due to commercial interest, the …
Measuring psychological depth in language models
H Zhou, S Muppalla, Z Yildiz, M Kim… - Proceedings of the …, 2024 - aclanthology.org
Evaluations of creative stories generated by large language models (LLMs) often focus on
objective properties of the text, such as its style, coherence, and diversity. While these …
objective properties of the text, such as its style, coherence, and diversity. While these …
Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models
Large Language Models (LLMs) have significantly impacted the writing process, enabling
collaborative content creation and enhancing productivity. However, generating high-quality …
collaborative content creation and enhancing productivity. However, generating high-quality …
Small language models can outperform humans in short creative writing: A study comparing slms with humans and llms
In this paper, we evaluate the creative fiction writing abilities of a fine-tuned small language
model (SLM), BART Large, and compare its performance to humans and two large language …
model (SLM), BART Large, and compare its performance to humans and two large language …
Detoxifying Large Language Models via Knowledge Editing
This paper investigates using knowledge editing techniques to detoxify Large Language
Models (LLMs). We construct a benchmark, SafeEdit, which covers nine unsafe categories …
Models (LLMs). We construct a benchmark, SafeEdit, which covers nine unsafe categories …