Cover Image

Explainability-Based Token Replacement on LLM-Generated Text

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mohammadi, Hadi, Giachanou, Anastasia, Oberski, Daniel L., Bagheri, Ayoub
Format:	Preprint
Published:	2025
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

Explainability in Practice: A Survey of Explainable NLP Across Various Domains
by: Mohammadi, Hadi, et al.
Published: (2025)

EvalMORAAL: Interpretable Chain-of-Thought and LLM-as-Judge Evaluation for Moral Alignment in Large Language Models
by: Mohammadi, Hadi, et al.
Published: (2025)

Exploring Cultural Variations in Moral Judgments with Large Language Models
by: Mohammadi, Hadi, et al.
Published: (2025)

Large Language Models as Mirrors of Societal Moral Standards
by: Papadopoulou, Evi, et al.
Published: (2024)

LLMs as mirrors of societal moral standards: reflection of cultural divergence and agreement across ethical topics
by: Meijer, Mijntje, et al.
Published: (2024)

Assessing the Reliability of LLMs Annotations in the Context of Demographic Bias and Model Explanation
by: Mohammadi, Hadi, et al.
Published: (2025)

Improving Stance Detection by Leveraging Measurement Knowledge from Social Sciences: A Case Study of Dutch Political Tweets and Traditional Gender Role Division
by: Fang, Qixiang, et al.
Published: (2022)

Evaluating GRPO and DPO for Faithful Chain-of-Thought Reasoning in LLMs
by: Mohammadi, Hadi, et al.
Published: (2025)

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

Explainable Token-level Noise Filtering for LLM Fine-tuning Datasets
by: Yang, Yuchen, et al.
Published: (2026)

Challenges and Opportunities in Text Generation Explainability
by: Amara, Kenza, et al.
Published: (2024)

Text Generation Beyond Discrete Token Sampling
by: Zhuang, Yufan, et al.
Published: (2025)

Targeted Remasking: Replacing Token Editing with Token-to-Mask Refinement in Discrete Diffusion Language Models
by: Yao, Lin
Published: (2026)

From Layers to Submodules: Rethinking Granularity in Replacement-Based LLM Compression
by: Cunegatti, Elia, et al.
Published: (2026)

DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts
by: Voznyuk, Anastasia, et al.
Published: (2024)

Token Masking Improves Transformer-Based Text Classification
by: Xu, Xianglong, et al.
Published: (2025)

Datarus-R1: An Adaptive Multi-Step Reasoning LLM for Automated Data Analysis
by: Chaliah, Ayoub Ben, et al.
Published: (2025)

Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
by: Verga, Pat, et al.
Published: (2024)

SyntaxShap: Syntax-aware Explainability Method for Text Generation
by: Amara, Kenza, et al.
Published: (2024)

Thunder-Tok: Minimizing Tokens per Word in Tokenizing Korean Texts for Generative Language Models
by: Cho, Gyeongje, et al.
Published: (2025)

HeartLLM: Discretized ECG Tokenization for LLM-Based Diagnostic Reasoning
by: Yang, Jinning, et al.
Published: (2025)

Alternatives To Next Token Prediction In Text Generation -- A Survey
by: Wyatt, Charlie, et al.
Published: (2025)

Reinforcement Learning with Token-level Feedback for Controllable Text Generation
by: Li, Wendi, et al.
Published: (2024)

Do Large Language Models Understand Morality Across Cultures?
by: Mohammadi, Hadi, et al.
Published: (2025)

TIGERScore: Towards Building Explainable Metric for All Text Generation Tasks
by: Jiang, Dongfu, et al.
Published: (2023)

Detecting Machine-Generated Texts: Not Just "AI vs Humans" and Explainability is Complicated
by: Ji, Jiazhou, et al.
Published: (2024)

Variation is the Key: A Variation-Based Framework for LLM-Generated Text Detection
by: Li, Xuecong, et al.
Published: (2026)

Mind the Style: Impact of Communication Style on Human-Chatbot Interaction
by: Derner, Erik, et al.
Published: (2026)

Towards LLM-guided Causal Explainability for Black-box Text Classifiers
by: Bhattacharjee, Amrita, et al.
Published: (2023)

Multilingual and Explainable Text Detoxification with Parallel Corpora
by: Dementieva, Daryna, et al.
Published: (2024)

Data-efficient Targeted Token-level Preference Optimization for LLM-based Text-to-Speech
by: Kotoge, Rikuto, et al.
Published: (2025)

TokenRec: Learning to Tokenize ID for LLM-based Generative Recommendation
by: Qu, Haohao, et al.
Published: (2024)

Rep2Text: Decoding Full Text from a Single LLM Token Representation
by: Zhao, Haiyan, et al.
Published: (2025)

Breaking the Ceiling of the LLM Community by Treating Token Generation as a Classification for Ensembling
by: Yu, Yao-Ching, et al.
Published: (2024)

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance
by: Devatine, Nicolas, et al.
Published: (2024)

Extending Token Computation for LLM Reasoning
by: Liao, Bingli, et al.
Published: (2024)

ToBlend: Token-Level Blending With an Ensemble of LLMs to Attack AI-Generated Text Detection
by: Huang, Fan, et al.
Published: (2024)

On the Detectability of LLM-Generated Text: What Exactly Is LLM-Generated Text?
by: Geng, Mingmeng, et al.
Published: (2025)

Why AI-Generated Text Detection Fails: Evidence from Explainable AI Beyond Benchmark Accuracy
by: Pudasaini, Shushanta, et al.
Published: (2026)

Training Text-to-Molecule Models with Context-Aware Tokenization
by: Kim, Seojin, et al.
Published: (2025)