Image de couverture de livre

Understanding the Effects of RLHF on the Quality and Detectability of LLM-Generated Texts

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Xu, Beining, Zubiaga, Arkaitz
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language Artificial Intelligence 68T50 I.2.7
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Technical Report on the Pangram AI-Generated Text Classifier
par: Emi, Bradley, et autres
Publié: (2024)

CATER: Leveraging LLM to Pioneer a Multidimensional, Reference-Independent Paradigm in Translation Quality Evaluation
par: IIDA, Kurando, et autres
Publié: (2024)

Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation
par: Xu, Zhe, et autres
Publié: (2024)

Pun Unintended: LLMs and the Illusion of Humor Understanding
par: Zangari, Alessandro, et autres
Publié: (2025)

HR-MultiWOZ: A Task Oriented Dialogue (TOD) Dataset for HR LLM Agent
par: Xu, Weijie, et autres
Publié: (2024)

LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
par: Orgad, Hadas, et autres
Publié: (2024)

Raw Text is All you Need: Knowledge-intensive Multi-turn Instruction Tuning for Large Language Model
par: Hou, Xia, et autres
Publié: (2024)

Obfuscation Rules for Detecting and Detoxifying Korean Toxicity
par: Lee, Yejin, et autres
Publié: (2025)

Isolating LLM Lexical Bias: A Curation-Free Triangulated Metric for Preference-Stage Learning
par: Ming, Xiaoyang, et autres
Publié: (2026)

Contrasting Linguistic Patterns in Human and LLM-Generated News Text
par: Muñoz-Ortiz, Alberto, et autres
Publié: (2023)

A Study on Bias Detection and Classification in Natural Language Processing
par: Evans, Ana Sofia, et autres
Publié: (2024)

Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering
par: Zong, Chang, et autres
Publié: (2024)

RV-HATE: Reinforced Multi-Module Voting for Implicit Hate Speech Detection
par: Lee, Yejin, et autres
Publié: (2025)

Topeax -- An Improved Clustering Topic Model with Density Peak Detection and Lexical-Semantic Term Importance
par: Kardos, Márton
Publié: (2026)

Textual Data Bias Detection and Mitigation -- An Extensible Pipeline with Experimental Evaluation
par: Görge, Rebekka, et autres
Publié: (2025)

EmPO: Emotion Grounding for Empathetic Response Generation through Preference Optimization
par: Sotolar, Ondrej, et autres
Publié: (2024)

Efficient Adaptive Rejection Sampling for Accelerating Speculative Decoding in Large Language Models
par: Sun, Chendong, et autres
Publié: (2025)

S2vNTM: Semi-supervised vMF Neural Topic Modeling
par: Xu, Weijie, et autres
Publié: (2023)

The Personalization Trap: How User Memory Alters Emotional Reasoning in LLMs
par: Fang, Xi, et autres
Publié: (2025)

MetaCheckGPT -- A Multi-task Hallucination Detector Using LLM Uncertainty and Meta-models
par: Mehta, Rahul, et autres
Publié: (2024)

Enhancing Text Classification through LLM-Driven Active Learning and Human Annotation
par: Rouzegar, Hamidreza, et autres
Publié: (2024)

Do LLMs Truly Understand When a Precedent Is Overruled?
par: Zhang, Li, et autres
Publié: (2025)

Investigating on RLHF methodology
par: Kutalev, Alexey, et autres
Publié: (2024)

Performance Evaluation of Sentiment Analysis on Text and Emoji Data Using End-to-End, Transfer Learning, Distributed and Explainable AI Models
par: Velampalli, Sirisha, et autres
Publié: (2025)

No Memorization, No Detection: Output Distribution-Based Contamination Detection in Small Language Models
par: Sela, Omer
Publié: (2026)

Mitigating LLM Hallucinations through Domain-Grounded Tiered Retrieval
par: Haque, Md. Asraful, et autres
Publié: (2026)

Cognitive Workspace: Active Memory Management for LLMs -- An Empirical Study of Functional Infinite Context
par: An, Tao
Publié: (2025)

One Agent to Serve All: a Lite-Adaptive Stylized AI Assistant for Millions of Multi-Style Official Accounts
par: Fan, Xingyu, et autres
Publié: (2025)

A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents
par: Soman, Sumit, et autres
Publié: (2025)

SpokenNativQA: Multilingual Everyday Spoken Queries for LLMs
par: Alam, Firoj, et autres
Publié: (2025)

Boundless Byte Pair Encoding: Breaking the Pre-tokenization Barrier
par: Schmidt, Craig W., et autres
Publié: (2025)

Learning When to Think: Shaping Adaptive Reasoning in R1-Style Models via Multi-Stage RL
par: Tu, Songjun, et autres
Publié: (2025)

Reducing Hallucinations in Summarization via Reinforcement Learning with Entity Hallucination Index
par: Katwe, Praveenkumar, et autres
Publié: (2025)

Bielik 11B v2 Technical Report
par: Ociepa, Krzysztof, et autres
Publié: (2025)

MORABLES: A Benchmark for Assessing Abstract Moral Reasoning in LLMs with Fables
par: Marcuzzo, Matteo, et autres
Publié: (2025)

Multi-chain Graph Refinement and Selection for Reliable Reasoning in Large Language Models
par: Yang, Yujiao, et autres
Publié: (2025)

The Impact of Role Design in In-Context Learning for Large Language Models
par: Rouzegar, Hamidreza, et autres
Publié: (2025)

Semantic Synergy: Unlocking Policy Insights and Learning Pathways Through Advanced Skill Mapping
par: Koundouri, Phoebe, et autres
Publié: (2025)

DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models
par: Marjanović, Sara Vera, et autres
Publié: (2024)

TREX: Tokenizer Regression for Optimal Data Mixture
par: Won, Inho, et autres
Publié: (2026)