Cover Image

Unsupervised Text Style Transfer via LLMs and Attention Masking with Multi-way Interactions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Pan, Lei, Lan, Yunshi, Li, Yang, Qian, Weining
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

NAT-NL2GQL: A Novel Multi-Agent Framework for Translating Natural Language to Graph Query Language
by: Liang, Yuanyuan, et al.
Published: (2024)

Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends
by: Lan, Yunshi, et al.
Published: (2024)

Unsupervised Text Style Transfer for Controllable Intensity
by: Gu, Shuhuan, et al.
Published: (2026)

TreeEval: Benchmark-Free Evaluation of Large Language Models through Tree Planning
by: Li, Xiang, et al.
Published: (2024)

Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL
by: Liang, Yuanyuan, et al.
Published: (2024)

Distilling Text Style Transfer With Self-Explanation From LLMs
by: Zhang, Chiyu, et al.
Published: (2024)

Multi-turn Natural Language to Graph Query Language Translation
by: Liang, Yuanyuan, et al.
Published: (2025)

MCP-SafetyBench: A Benchmark for Safety Evaluation of Large Language Models with Real-World MCP Servers
by: Zong, Xuanjun, et al.
Published: (2025)

Debiasing LLMs by Masking Unfairness-Driving Attention Heads
by: Han, Tingxu, et al.
Published: (2025)

Text Style Transfer with Machine Translation for Graphic Designs
by: Budhauria, Deergh Singh, et al.
Published: (2026)

Implementing Long Text Style Transfer with LLMs through Dual-Layered Sentence and Paragraph Structure Extraction and Mapping
by: Wu, Yusen, et al.
Published: (2025)

TagRAG: Tag-guided Hierarchical Knowledge Graph Retrieval-Augmented Generation
by: Tao, Wenbiao, et al.
Published: (2025)

Text or Pixels? It Takes Half: On the Token Efficiency of Visual Text Inputs in Multimodal LLMs
by: Li, Yanhong, et al.
Published: (2025)

PSST: A Benchmark for Evaluation-driven Text Public-Speaking Style Transfer
by: Sun, Huashan, et al.
Published: (2023)

When Attention Closes: How LLMs Lose the Thread in Multi-Turn Interaction
by: Dongre, Vardhan, et al.
Published: (2026)

Style Transfer as Bias Mitigation: Diffusion Models for Synthetic Mental Health Text for Arabic
by: Mankarious, Saad, et al.
Published: (2026)

Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction
by: Xu, Jun, et al.
Published: (2025)

Formality Style Transfer in Persian
by: Falakaflaki, Parastoo, et al.
Published: (2024)

Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps
by: Zhou, Yanke, et al.
Published: (2026)

Diffusion-Inspired Masked Fine-Tuning for Knowledge Injection in Autoregressive LLMs
by: Pan, Xu, et al.
Published: (2025)

Towards Better Text-to-Image Generation Alignment via Attention Modulation
by: Wu, Yihang, et al.
Published: (2024)

Intermittent Semi-Working Mask: A New Masking Paradigm for LLMs
by: Hu, HaoYuan, et al.
Published: (2024)

Reasoning-Based Refinement of Unsupervised Text Clusters with LLMs
by: Islam, Tunazzina
Published: (2026)

Scaling up Masked Diffusion Models on Text
by: Nie, Shen, et al.
Published: (2024)

StAyaL | Multilingual Style Transfer
by: Thakrar, Karishma, et al.
Published: (2025)

ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer
by: Liu, Dongqi, et al.
Published: (2023)

POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation
by: Pan, Shilong, et al.
Published: (2024)

AuthorMix: Modular Authorship Style Transfer via Layer-wise Adapter Mixing
by: Thillainathan, Sarubi, et al.
Published: (2026)

Mask-guided BERT for Few Shot Text Classification
by: Liao, Wenxiong, et al.
Published: (2023)

Aligning LLMs with Individual Preferences via Interaction
by: Wu, Shujin, et al.
Published: (2024)

OpenDeception: Learning Deception and Trust in Human-AI Interaction via Multi-Agent Simulation
by: Wu, Yichen, et al.
Published: (2025)

StyleDecipher: Robust and Explainable Detection of LLM-Generated Texts with Stylistic Analysis
by: Li, Siyuan, et al.
Published: (2025)

FiSTECH: Financial Style Transfer to Enhance Creativity without Hallucinations in LLMs
by: Roychowdhury, Sohini, et al.
Published: (2024)

ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry
by: Chen, Qinwen, et al.
Published: (2025)

Text as a Universal Interface for Transferable Personalization
by: Liu, Yuting, et al.
Published: (2026)

KAG-Thinker: Interactive Thinking and Deep Reasoning in LLMs via Knowledge-Augmented Generation
by: Zhang, Dalong, et al.
Published: (2025)

Keep It Private: Unsupervised Privatization of Online Text
by: Bao, Calvin, et al.
Published: (2024)

Time-Reversal Provides Unsupervised Feedback to LLMs
by: Varun, Yerram, et al.
Published: (2024)

InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles
by: Li, Zizhen, et al.
Published: (2025)

SEAGraph: Unveiling the Whole Story of Paper Review Comments
by: Yu, Jianxiang, et al.
Published: (2024)