Policy-based Sentence Simplification: Replacing Parallel Corpora with LLM-as-a-Judge
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Xuanxin, Arase, Yuki, Nagata, Masaaki |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
An In-depth Evaluation of Large Language Models in Sentence Simplification with Error-based Human Assessment
by: Wu, Xuanxin, et al.
Published: (2024)
by: Wu, Xuanxin, et al.
Published: (2024)
Reasoning Model Is Superior LLM-Judge, Yet Suffers from Biases
by: Huang, Hui, et al.
Published: (2026)
by: Huang, Hui, et al.
Published: (2026)
Edit-Constrained Decoding for Sentence Simplification
by: Zetsu, Tatsuya, et al.
Published: (2024)
by: Zetsu, Tatsuya, et al.
Published: (2024)
Aligning Sentence Simplification with ESL Learner's Proficiency for Language Acquisition
by: Li, Guanlin, et al.
Published: (2025)
by: Li, Guanlin, et al.
Published: (2025)
Adaptive LoRA Merge with Parameter Pruning for Low-Resource Generation
by: Miyano, Ryota, et al.
Published: (2025)
by: Miyano, Ryota, et al.
Published: (2025)
Distilling Monolingual and Crosslingual Word-in-Context Representations
by: Arase, Yuki, et al.
Published: (2024)
by: Arase, Yuki, et al.
Published: (2024)
Text Simplification with Sentence Embeddings
by: Shardlow, Matthew
Published: (2025)
by: Shardlow, Matthew
Published: (2025)
Align and Shine: Building High-Quality Sentence-Aligned Corpora for Multilingual Text Simplification
by: Hilasaca, Kenji, et al.
Published: (2026)
by: Hilasaca, Kenji, et al.
Published: (2026)
JaParaPat: A Large-Scale Japanese-English Parallel Patent Application Corpus
by: Nagata, Masaaki, et al.
Published: (2025)
by: Nagata, Masaaki, et al.
Published: (2025)
Enhancing Translation Accuracy of Large Language Models through Continual Pre-Training on Parallel Data
by: Kondo, Minato, et al.
Published: (2024)
by: Kondo, Minato, et al.
Published: (2024)
Hallucinated Span Detection with Multi-View Attention Features
by: Ogasa, Yuya, et al.
Published: (2025)
by: Ogasa, Yuya, et al.
Published: (2025)
DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document Simplification
by: Stodden, Regina, et al.
Published: (2023)
by: Stodden, Regina, et al.
Published: (2023)
AlignAR: Generative Sentence Alignment for Arabic-English Parallel Corpora of Legal and Literary Texts
by: Huang, Baorong, et al.
Published: (2025)
by: Huang, Baorong, et al.
Published: (2025)
DiVA: Fine-grained Factuality Verification with Agentic-Discriminative Verifier
by: Huang, Hui, et al.
Published: (2026)
by: Huang, Hui, et al.
Published: (2026)
A Japanese-Chinese Parallel Corpus Using Crowdsourcing for Web Mining
by: Nagata, Masaaki, et al.
Published: (2024)
by: Nagata, Masaaki, et al.
Published: (2024)
Let's Simplify Step by Step: Guiding LLM Towards Multilingual Unsupervised Proficiency-Controlled Sentence Simplification
by: Zhang, Jingshen, et al.
Published: (2026)
by: Zhang, Jingshen, et al.
Published: (2026)
Analysing Zero-Shot Readability-Controlled Sentence Simplification
by: Barayan, Abdullah, et al.
Published: (2024)
by: Barayan, Abdullah, et al.
Published: (2024)
Case-Based Decision-Theoretic Decoding with Quality Memories
by: Deguchi, Hiroyuki, et al.
Published: (2025)
by: Deguchi, Hiroyuki, et al.
Published: (2025)
OasisSimp: An Open-source Asian-English Sentence Simplification Dataset
by: Liu, Hannah, et al.
Published: (2026)
by: Liu, Hannah, et al.
Published: (2026)
Label Confidence Weighted Learning for Target-level Sentence Simplification
by: Qiu, Xinying, et al.
Published: (2024)
by: Qiu, Xinying, et al.
Published: (2024)
EASSE-DE: Easier Automatic Sentence Simplification Evaluation for German
by: Stodden, Regina
Published: (2024)
by: Stodden, Regina
Published: (2024)
Readability-guided Idiom-aware Sentence Simplification (RISS) for Chinese
by: Zhang, Jingshen, et al.
Published: (2024)
by: Zhang, Jingshen, et al.
Published: (2024)
BiMax: Bidirectional MaxSim Score for Document-Level Alignment
by: Wang, Xiaotian, et al.
Published: (2025)
by: Wang, Xiaotian, et al.
Published: (2025)
Multilingual and Explainable Text Detoxification with Parallel Corpora
by: Dementieva, Daryna, et al.
Published: (2024)
by: Dementieva, Daryna, et al.
Published: (2024)
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
by: Verga, Pat, et al.
Published: (2024)
by: Verga, Pat, et al.
Published: (2024)
Argument Mining as a Text-to-Text Generation Task
by: Kawarada, Masayuki, et al.
Published: (2026)
by: Kawarada, Masayuki, et al.
Published: (2026)
Word Alignment as Preference for Machine Translation
by: Wu, Qiyu, et al.
Published: (2024)
by: Wu, Qiyu, et al.
Published: (2024)
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models
by: Lin, Peiqin, et al.
Published: (2024)
by: Lin, Peiqin, et al.
Published: (2024)
DPEPO: Diverse Parallel Exploration Policy Optimization for LLM-based Agents
by: Zhang, Junshuo, et al.
Published: (2026)
by: Zhang, Junshuo, et al.
Published: (2026)
LLM-based Text Simplification and its Effect on User Comprehension and Cognitive Load
by: Guidroz, Theo, et al.
Published: (2025)
by: Guidroz, Theo, et al.
Published: (2025)
CyclicJudge: Mitigating Judge Bias Efficiently in LLM-based Evaluation
by: Zhu, Ziyi, et al.
Published: (2026)
by: Zhu, Ziyi, et al.
Published: (2026)
Hallucination-Resistant Relation Extraction via Dependency-Aware Sentence Simplification and Two-tiered Hierarchical Refinement
by: Yang, Yupei, et al.
Published: (2025)
by: Yang, Yupei, et al.
Published: (2025)
An LLM-Enhanced Adversarial Editing System for Lexical Simplification
by: Tan, Keren, et al.
Published: (2024)
by: Tan, Keren, et al.
Published: (2024)
ReplaceMe: Network Simplification via Depth Pruning and Transformer Block Linearization
by: Shopkhoev, Dmitriy, et al.
Published: (2025)
by: Shopkhoev, Dmitriy, et al.
Published: (2025)
The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs
by: Calderon, Nitay, et al.
Published: (2025)
by: Calderon, Nitay, et al.
Published: (2025)
NeoAMT: Neologism-Aware Agentic Machine Translation with Reinforcement Learning
by: Miao, Zhongtao, et al.
Published: (2026)
by: Miao, Zhongtao, et al.
Published: (2026)
MimicLM: Zero-Shot Voice Imitation through Autoregressive Modeling of Pseudo-Parallel Speech Corpora
by: Feng, Tao, et al.
Published: (2026)
by: Feng, Tao, et al.
Published: (2026)
RankJudge: A Multi-Turn LLM-as-a-Judge Synthetic Benchmark Generator
by: Tang, Zhenwei, et al.
Published: (2026)
by: Tang, Zhenwei, et al.
Published: (2026)
Improving the quality of Web-mined Parallel Corpora of Low-Resource Languages using Debiasing Heuristics
by: Fernando, Aloka, et al.
Published: (2025)
by: Fernando, Aloka, et al.
Published: (2025)
Quality Does Matter: A Detailed Look at the Quality and Utility of Web-Mined Parallel Corpora
by: Ranathunga, Surangika, et al.
Published: (2024)
by: Ranathunga, Surangika, et al.
Published: (2024)
Similar Items
-
An In-depth Evaluation of Large Language Models in Sentence Simplification with Error-based Human Assessment
by: Wu, Xuanxin, et al.
Published: (2024) -
Reasoning Model Is Superior LLM-Judge, Yet Suffers from Biases
by: Huang, Hui, et al.
Published: (2026) -
Edit-Constrained Decoding for Sentence Simplification
by: Zetsu, Tatsuya, et al.
Published: (2024) -
Aligning Sentence Simplification with ESL Learner's Proficiency for Language Acquisition
by: Li, Guanlin, et al.
Published: (2025) -
Adaptive LoRA Merge with Parameter Pruning for Low-Resource Generation
by: Miyano, Ryota, et al.
Published: (2025)