Saved in:
| Main Authors: | Sagimbayeva, Nursulu, Bahçeci, Ruveyda Betül, Weber, Ingmar |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2505.19191 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
On Finding Inconsistencies in Documents
by: Lovering, Charles J., et al.
Published: (2025)
by: Lovering, Charles J., et al.
Published: (2025)
DRIFT: Detecting Representational Inconsistencies for Factual Truthfulness
by: Bhatnagar, Rohan, et al.
Published: (2026)
by: Bhatnagar, Rohan, et al.
Published: (2026)
Prompt-Reverse Inconsistency: LLM Self-Inconsistency Beyond Generative Randomness and Prompt Paraphrasing
by: Ahn, Jihyun Janice, et al.
Published: (2025)
by: Ahn, Jihyun Janice, et al.
Published: (2025)
PrefixNLI: Detecting Factual Inconsistencies as Soon as They Arise
by: Harary, Sapir, et al.
Published: (2025)
by: Harary, Sapir, et al.
Published: (2025)
Inconsistencies in Masked Language Models
by: Young, Tom, et al.
Published: (2022)
by: Young, Tom, et al.
Published: (2022)
Uncovering Misattributed Suicide Causes through Annotation Inconsistency Detection in Death Investigation Notes
by: Wang, Song, et al.
Published: (2024)
by: Wang, Song, et al.
Published: (2024)
Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models
by: Yan, Qianqi, et al.
Published: (2025)
by: Yan, Qianqi, et al.
Published: (2025)
Detecting Corpus-Level Knowledge Inconsistencies in Wikipedia with Large Language Models
by: Semnani, Sina J., et al.
Published: (2025)
by: Semnani, Sina J., et al.
Published: (2025)
FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document
by: Yang, Joonho, et al.
Published: (2024)
by: Yang, Joonho, et al.
Published: (2024)
SIFiD: Reassess Summary Factual Inconsistency Detection with LLM
by: Yang, Jiuding, et al.
Published: (2024)
by: Yang, Jiuding, et al.
Published: (2024)
Improved Evidence Extraction and Metrics for Document Inconsistency Detection with LLMs
by: Tan, Nelvin, et al.
Published: (2026)
by: Tan, Nelvin, et al.
Published: (2026)
Fast and Accurate Factual Inconsistency Detection Over Long Documents
by: Lattimer, Barrett Martin, et al.
Published: (2023)
by: Lattimer, Barrett Martin, et al.
Published: (2023)
Localizing Factual Inconsistencies in Attributable Text Generation
by: Cattan, Arie, et al.
Published: (2024)
by: Cattan, Arie, et al.
Published: (2024)
Diagnosing and Mitigating Semantic Inconsistencies in Wikidata's Classification Hierarchy
by: Zhao, Shixiong, et al.
Published: (2025)
by: Zhao, Shixiong, et al.
Published: (2025)
Measuring the Inconsistency of Large Language Models in Preferential Ranking
by: Zhao, Xiutian, et al.
Published: (2024)
by: Zhao, Xiutian, et al.
Published: (2024)
Inconsistent dialogue responses and how to recover from them
by: Zhang, Mian, et al.
Published: (2024)
by: Zhang, Mian, et al.
Published: (2024)
Reasoning about concepts with LLMs: Inconsistencies abound
by: Uceda-Sosa, Rosario, et al.
Published: (2024)
by: Uceda-Sosa, Rosario, et al.
Published: (2024)
Mirror-Consistency: Harnessing Inconsistency in Majority Voting
by: Huang, Siyuan, et al.
Published: (2024)
by: Huang, Siyuan, et al.
Published: (2024)
Measuring Moral Inconsistencies in Large Language Models
by: Bonagiri, Vamshi Krishna, et al.
Published: (2024)
by: Bonagiri, Vamshi Krishna, et al.
Published: (2024)
Rating Roulette: Self-Inconsistency in LLM-As-A-Judge Frameworks
by: Haldar, Rajarshi, et al.
Published: (2025)
by: Haldar, Rajarshi, et al.
Published: (2025)
Factual Inconsistencies in Multilingual Wikipedia Tables
by: Cappa, Silvia, et al.
Published: (2025)
by: Cappa, Silvia, et al.
Published: (2025)
Automated Quality Control for Language Documentation: Detecting Phonotactic Inconsistencies in a Kokborok Wordlist
by: van Dam, Kellen Parker, et al.
Published: (2025)
by: van Dam, Kellen Parker, et al.
Published: (2025)
German also Hallucinates! Inconsistency Detection in News Summaries with the Absinth Dataset
by: Mascarell, Laura, et al.
Published: (2024)
by: Mascarell, Laura, et al.
Published: (2024)
Investigating Acoustic-Textual Emotional Inconsistency Information for Automatic Depression Detection
by: Su, Rongfeng, et al.
Published: (2024)
by: Su, Rongfeng, et al.
Published: (2024)
Multimodal Language Models Cannot Spot Spatial Inconsistencies
by: Khangaonkar, Om, et al.
Published: (2026)
by: Khangaonkar, Om, et al.
Published: (2026)
Addressing Tokenization Inconsistency in Steganography and Watermarking Based on Large Language Models
by: Yan, Ruiyi, et al.
Published: (2025)
by: Yan, Ruiyi, et al.
Published: (2025)
Evaluating Knowledge-based Cross-lingual Inconsistency in Large Language Models
by: Xing, Xiaolin, et al.
Published: (2024)
by: Xing, Xiaolin, et al.
Published: (2024)
LLM Judges Inconsistently Disagree Across Safety Criteria and Harm Categories
by: Vishnubhotla, Krishnapriya, et al.
Published: (2026)
by: Vishnubhotla, Krishnapriya, et al.
Published: (2026)
BIS Reasoning 1.0: The First Large-Scale Japanese Benchmark for Belief-Inconsistent Syllogistic Reasoning
by: Nguyen, Ha-Thanh, et al.
Published: (2025)
by: Nguyen, Ha-Thanh, et al.
Published: (2025)
Reasoning Inconsistencies and How to Mitigate Them in Deep Learning
by: Arakelyan, Erik
Published: (2025)
by: Arakelyan, Erik
Published: (2025)
Leveraging LLM Inconsistency to Boost Pass@k Performance
by: Dalal, Uri, et al.
Published: (2025)
by: Dalal, Uri, et al.
Published: (2025)
Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives
by: Zhang, Wenqi, et al.
Published: (2024)
by: Zhang, Wenqi, et al.
Published: (2024)
Towards Data Contamination Detection for Modern Large Language Models: Limitations, Inconsistencies, and Oracle Challenges
by: Samuel, Vinay, et al.
Published: (2024)
by: Samuel, Vinay, et al.
Published: (2024)
Semantic Sensitivities and Inconsistent Predictions: Measuring the Fragility of NLI Models
by: Arakelyan, Erik, et al.
Published: (2024)
by: Arakelyan, Erik, et al.
Published: (2024)
Different Demographic Cues Yield Inconsistent Conclusions About LLM Personalization and Bias
by: Tonneau, Manuel, et al.
Published: (2026)
by: Tonneau, Manuel, et al.
Published: (2026)
Same Input, Different Scores: A Multi Model Study on the Inconsistency of LLM Judge
by: Lau, Fiona
Published: (2026)
by: Lau, Fiona
Published: (2026)
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models
by: Wang, Mingyang, et al.
Published: (2025)
by: Wang, Mingyang, et al.
Published: (2025)
Is Long-to-Short a Free Lunch? Investigating Inconsistency and Reasoning Efficiency in LRMs
by: Yang, Shu, et al.
Published: (2025)
by: Yang, Shu, et al.
Published: (2025)
LLMs Lost in Translation: M-ALERT uncovers Cross-Linguistic Safety Inconsistencies
by: Friedrich, Felix, et al.
Published: (2024)
by: Friedrich, Felix, et al.
Published: (2024)
Discourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document Summarization
by: Zhong, Yang, et al.
Published: (2025)
by: Zhong, Yang, et al.
Published: (2025)
Similar Items
-
On Finding Inconsistencies in Documents
by: Lovering, Charles J., et al.
Published: (2025) -
DRIFT: Detecting Representational Inconsistencies for Factual Truthfulness
by: Bhatnagar, Rohan, et al.
Published: (2026) -
Prompt-Reverse Inconsistency: LLM Self-Inconsistency Beyond Generative Randomness and Prompt Paraphrasing
by: Ahn, Jihyun Janice, et al.
Published: (2025) -
PrefixNLI: Detecting Factual Inconsistencies as Soon as They Arise
by: Harary, Sapir, et al.
Published: (2025) -
Inconsistencies in Masked Language Models
by: Young, Tom, et al.
Published: (2022)