Cover Image

Style Extraction on Text Embeddings Using VAE and Parallel Dataset

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kong, InJin, Kang, Shinyee, Park, Yuna, Kim, Sooyong, Park, Sanghyun
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SpiralThinker: Latent Reasoning through an Iterative Process with Text-Latent Interleaving
by: Piao, Shengmin, et al.
Published: (2025)

LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction
by: Piao, Shengmin, et al.
Published: (2025)

TinyThinker: Distilling Reasoning through Coarse-to-Fine Knowledge Internalization with Self-Reflection
by: Piao, Shengmin, et al.
Published: (2024)

GeneralThinker: Domain-General Reasoning through Likelihood-Guided Answer-Conditioned Optimization
by: Piao, Shengmin, et al.
Published: (2026)

Thinking with Many Minds: Using Large Language Models for Multi-Perspective Problem-Solving
by: Park, Sanghyun, et al.
Published: (2025)

Detecting Redundant Health Survey Questions Using Language-agnostic BERT Sentence Embedding (LaBSE)
by: Kang, Sunghoon, et al.
Published: (2024)

Multi-Response Preference Optimization with Augmented Ranking Dataset
by: Gwon, Hansle, et al.
Published: (2024)

Unlocking Fine-Grained and Within-Utterance Speaking Style Control in Prompt-Based Text-to-Speech Models
by: Kang, Jaehoon, et al.
Published: (2026)

StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples
by: Patel, Ajay, et al.
Published: (2024)

Do Music Preferences Reflect Cultural Values? A Cross-National Analysis Using Music Embedding and World Values Survey
by: Kim, Yongjae, et al.
Published: (2025)

M2S: Multi-turn to Single-turn jailbreak in Red Teaming for LLMs
by: Ha, Junwoo, et al.
Published: (2025)

AnimeScore: A Preference-Based Dataset and Framework for Evaluating Anime-Like Speech Style
by: Park, Joonyong, et al.
Published: (2026)

Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling
by: Gwak, Daehoon, et al.
Published: (2024)

Challenging Assumptions in Learning Generic Text Style Embeddings
by: Ostheimer, Phil, et al.
Published: (2025)

MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation
by: Lee, Dongjun, et al.
Published: (2024)

Multilingual Text Style Transfer: Datasets & Models for Indian Languages
by: Mukherjee, Sourabrata, et al.
Published: (2024)

Persona Extraction Through Semantic Similarity for Emotional Support Conversation Generation
by: Han, Seunghee, et al.
Published: (2024)

TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings
by: Horvitz, Zachary, et al.
Published: (2024)

RSCF: Relation-Semantics Consistent Filter for Entity Embedding of Knowledge Graph
by: Kim, Junsik, et al.
Published: (2025)

InstaTrans: An Instruction-Aware Translation Framework for Non-English Instruction Datasets
by: Kim, Yungi, et al.
Published: (2024)

DART: An AIGT Detector using AMR of Rephrased Text
by: Park, Hyeonchu, et al.
Published: (2024)

mStyleDistance: Multilingual Style Embeddings and their Evaluation
by: Qiu, Justin, et al.
Published: (2025)

Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders
by: Kim, Jinseok, et al.
Published: (2024)

Soft Head Selection for Injecting ICL-Derived Task Embeddings
by: Park, Jungwon, et al.
Published: (2025)

Block-wise Codeword Embedding for Reliable Multi-bit Text Watermarking
by: Kim, Joeun, et al.
Published: (2026)

Mitigating Semantic Leakage in Cross-lingual Embeddings via Orthogonality Constraint
by: Ki, Dayeon, et al.
Published: (2024)

Subject-level Inference for Realistic Text Anonymization Evaluation
by: Oh, Myeong Seok, et al.
Published: (2026)

ObjexMT: Objective Extraction and Metacognitive Calibration for LLM-as-a-Judge under Multi-Turn Jailbreaks
by: Kim, Hyunjun, et al.
Published: (2025)

SHARE: Shared Memory-Aware Open-Domain Long-Term Dialogue Dataset Constructed from Movie Script
by: Kim, Eunwon, et al.
Published: (2024)

Automatic Extraction of Clausal Embedding Based on Large-Scale English Text Data
by: Carslaw, Iona, et al.
Published: (2025)

PET: An Annotated Dataset for Process Extraction from Natural Language Text
by: Bellan, Patrizio, et al.
Published: (2022)

Interpretable Depression Detection from Social Media Text Using LLM-Derived Embeddings
by: Kim, Samuel, et al.
Published: (2025)

One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL
by: Chae, Hyungjoo, et al.
Published: (2025)

SETTP: Style Extraction and Tunable Inference via Dual-level Transferable Prompt Learning
by: Jin, Chunzhen, et al.
Published: (2024)

Zero2Text: Zero-Training Cross-Domain Inversion Attacks on Textual Embeddings
by: Kim, Doohyun, et al.
Published: (2026)

Investigating the Influence of Prompt-Specific Shortcuts in AI Generated Text Detection
by: Park, Choonghyun, et al.
Published: (2024)

Style-Specific Neurons for Steering LLMs in Text Style Transfer
by: Lai, Wen, et al.
Published: (2024)

Label-aware Hard Negative Sampling Strategies with Momentum Contrastive Learning for Implicit Hate Speech Detection
by: Kim, Jaehoon, et al.
Published: (2024)

Frustratingly Simple Prompting-based Text Denoising
by: Park, Jungyeul, et al.
Published: (2024)

Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval
by: Chun, Yongchan, et al.
Published: (2025)