Evaluating Language Models on Grooming Risk Estimation Using Fuzzy Theory
Fuente:
arXiv
Saved in:
| Main Authors: | Bihani, Geetanjali, Ringenberg, Tatiana, Rayz, Julia |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Fuzzy Evaluation of Sentence Encoders on Grooming Risk Classification
by: Bihani, Geetanjali, et al.
Published: (2025)
by: Bihani, Geetanjali, et al.
Published: (2025)
The Reliability Paradox: Exploring How Shortcut Learning Undermines Language Model Calibration
by: Bihani, Geetanjali, et al.
Published: (2024)
by: Bihani, Geetanjali, et al.
Published: (2024)
Calibration Error Estimation Using Fuzzy Binning
by: Bihani, Geetanjali, et al.
Published: (2023)
by: Bihani, Geetanjali, et al.
Published: (2023)
Learning Shortcuts: On the Misleading Promise of NLU in Language Models
by: Bihani, Geetanjali, et al.
Published: (2024)
by: Bihani, Geetanjali, et al.
Published: (2024)
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes
by: Zhang, Damin, et al.
Published: (2024)
by: Zhang, Damin, et al.
Published: (2024)
Detecting Relevant Information in High-Volume Chat Logs: Keyphrase Extraction for Grooming and Drug Dealing Forensic Analysis
by: Alves, Jeovane Honório, et al.
Published: (2023)
by: Alves, Jeovane Honório, et al.
Published: (2023)
Report Cards: Qualitative Evaluation of Language Models Using Natural Language Summaries
by: Yang, Blair, et al.
Published: (2024)
by: Yang, Blair, et al.
Published: (2024)
Large Language Model Hacking: Quantifying the Hidden Risks of Using LLMs for Text Annotation
by: Baumann, Joachim, et al.
Published: (2025)
by: Baumann, Joachim, et al.
Published: (2025)
Evaluating Large Language Models Using Contrast Sets: An Experimental Approach
by: Sanwal, Manish
Published: (2024)
by: Sanwal, Manish
Published: (2024)
A Scalable Pipeline for Estimating Verb Frame Frequencies Using Large Language Models
by: Morgan, Adam M., et al.
Published: (2025)
by: Morgan, Adam M., et al.
Published: (2025)
Evaluating Text Summaries Generated by Large Language Models Using OpenAI's GPT
by: Shakil, Hassan, et al.
Published: (2024)
by: Shakil, Hassan, et al.
Published: (2024)
PRECISE: Reducing the Bias of LLM Evaluations Using Prediction-Powered Ranking Estimation
by: Divekar, Abhishek, et al.
Published: (2026)
by: Divekar, Abhishek, et al.
Published: (2026)
Anticipatory Evaluation of Language Models
by: Park, Jungsoo, et al.
Published: (2025)
by: Park, Jungsoo, et al.
Published: (2025)
Causal Evaluation of Language Models
by: Chen, Sirui, et al.
Published: (2024)
by: Chen, Sirui, et al.
Published: (2024)
Explicit Word Density Estimation for Language Modelling
by: Andonov, Jovan, et al.
Published: (2024)
by: Andonov, Jovan, et al.
Published: (2024)
Dynamic Universal Approximation Theory: The Basic Theory for Transformer-based Large Language Models
by: Wang, Wei, et al.
Published: (2024)
by: Wang, Wei, et al.
Published: (2024)
First is Not Really Better Than Last: Evaluating Layer Choice and Aggregation Strategies in Language Model Data Influence Estimation
by: Vitel, Dmytro, et al.
Published: (2025)
by: Vitel, Dmytro, et al.
Published: (2025)
Revisiting Uncertainty Estimation and Calibration of Large Language Models
by: Tao, Linwei, et al.
Published: (2025)
by: Tao, Linwei, et al.
Published: (2025)
Cancer Diagnosis Categorization in Electronic Health Records Using Large Language Models and BioBERT: Model Performance Evaluation Study
by: Hashtarkhani, Soheil, et al.
Published: (2025)
by: Hashtarkhani, Soheil, et al.
Published: (2025)
Better Estimation of the Kullback--Leibler Divergence Between Language Models
by: Amini, Afra, et al.
Published: (2025)
by: Amini, Afra, et al.
Published: (2025)
SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore
by: Min, Sewon, et al.
Published: (2023)
by: Min, Sewon, et al.
Published: (2023)
Towards Acyclic Preference Evaluation of Language Models via Multiple Evaluators
by: Hu, Zhengyu, et al.
Published: (2024)
by: Hu, Zhengyu, et al.
Published: (2024)
Compositional Causal Reasoning Evaluation in Language Models
by: Maasch, Jacqueline R. M. A., et al.
Published: (2025)
by: Maasch, Jacqueline R. M. A., et al.
Published: (2025)
Evaluating the Goal-Directedness of Large Language Models
by: Everitt, Tom, et al.
Published: (2025)
by: Everitt, Tom, et al.
Published: (2025)
Structured Prompts Improve Evaluation of Language Models
by: Aali, Asad, et al.
Published: (2025)
by: Aali, Asad, et al.
Published: (2025)
Evaluating Language Model Agency through Negotiations
by: Davidson, Tim R., et al.
Published: (2024)
by: Davidson, Tim R., et al.
Published: (2024)
Eliciting Latent Knowledge from Quirky Language Models
by: Mallen, Alex, et al.
Published: (2023)
by: Mallen, Alex, et al.
Published: (2023)
Large Language Model Confidence Estimation via Black-Box Access
by: Pedapati, Tejaswini, et al.
Published: (2024)
by: Pedapati, Tejaswini, et al.
Published: (2024)
Trustworthy Summarization via Uncertainty Quantification and Risk Awareness in Large Language Models
by: Pan, Shuaidong, et al.
Published: (2025)
by: Pan, Shuaidong, et al.
Published: (2025)
Existing Large Language Model Unlearning Evaluations Are Inconclusive
by: Feng, Zhili, et al.
Published: (2025)
by: Feng, Zhili, et al.
Published: (2025)
Generative Evaluation of Complex Reasoning in Large Language Models
by: Lin, Haowei, et al.
Published: (2025)
by: Lin, Haowei, et al.
Published: (2025)
An Evaluation on Large Language Model Outputs: Discourse and Memorization
by: de Wynter, Adrian, et al.
Published: (2023)
by: de Wynter, Adrian, et al.
Published: (2023)
Evaluating Language-Model Agents on Realistic Autonomous Tasks
by: Kinniment, Megan, et al.
Published: (2023)
by: Kinniment, Megan, et al.
Published: (2023)
Evaluating the Robustness of Analogical Reasoning in Large Language Models
by: Lewis, Martha, et al.
Published: (2024)
by: Lewis, Martha, et al.
Published: (2024)
Paloma: A Benchmark for Evaluating Language Model Fit
by: Magnusson, Ian, et al.
Published: (2023)
by: Magnusson, Ian, et al.
Published: (2023)
Latxa: An Open Language Model and Evaluation Suite for Basque
by: Etxaniz, Julen, et al.
Published: (2024)
by: Etxaniz, Julen, et al.
Published: (2024)
Evaluating the Performance of Large Language Models via Debates
by: Moniri, Behrad, et al.
Published: (2024)
by: Moniri, Behrad, et al.
Published: (2024)
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations
by: Wang, Qianli, et al.
Published: (2024)
by: Wang, Qianli, et al.
Published: (2024)
Scaling Properties of Continuous Diffusion Spoken Language Models
by: Ramapuram, Jason, et al.
Published: (2026)
by: Ramapuram, Jason, et al.
Published: (2026)
LLäMmlein: Transparent, Compact and Competitive German-Only Language Models from Scratch
by: Pfister, Jan, et al.
Published: (2024)
by: Pfister, Jan, et al.
Published: (2024)
Similar Items
-
A Fuzzy Evaluation of Sentence Encoders on Grooming Risk Classification
by: Bihani, Geetanjali, et al.
Published: (2025) -
The Reliability Paradox: Exploring How Shortcut Learning Undermines Language Model Calibration
by: Bihani, Geetanjali, et al.
Published: (2024) -
Calibration Error Estimation Using Fuzzy Binning
by: Bihani, Geetanjali, et al.
Published: (2023) -
Learning Shortcuts: On the Misleading Promise of NLU in Language Models
by: Bihani, Geetanjali, et al.
Published: (2024) -
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes
by: Zhang, Damin, et al.
Published: (2024)