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Responsible AI

2,003 papers

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Papers

LLM Sensitivity Challenges in Abusive Language Detection: Instruction-Tuned vs. Human Feedback COLING 2025
SAGED: A Holistic Bias-Benchmarking Pipeline for Language Models with Customisable Fairness Calibration COLING 2025
Automated Progressive Red Teaming COLING 2025
Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering COLING 2025
Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning COLING 2025
What’s the most important value? INVP: INvestigating the Value Priorities of LLMs through Decision-making in Social Scenarios COLING 2025
BasqBBQ: A QA Benchmark for Assessing Social Biases in LLMs for Basque, a Low-Resource Language COLING 2025
Synthetic Paths to Integral Truth: Mitigating Hallucinations Caused by Confirmation Bias with Synthetic Data COLING 2025
VeritasQA: A Truthfulness Benchmark Aimed at Multilingual Transferability COLING 2025
Uchaguzi-2022: A Dataset of Citizen Reports on the 2022 Kenyan Election COLING 2025
Unveiling Performance Challenges of Large Language Models in Low-Resource Healthcare: A Demographic Fairness Perspective COLING 2025
Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning COLING 2025
Can Large Language Models Differentiate Harmful from Argumentative Essays? Steps Toward Ethical Essay Scoring COLING 2025
AraTrust: An Evaluation of Trustworthiness for LLMs in Arabic COLING 2025
The Only Way is Ethics: A Guide to Ethical Research with Large Language Models COLING 2025
AIDER: a Robust and Topic-Independent Framework for Detecting AI-Generated Text COLING 2025
RealSafe: Quantifying Safety Risks of Language Agents in Real-World COLING 2025
On Weaponization-Resistant Large Language Models with Prospect Theoretic Alignment COLING 2025
KG-FPQ: Evaluating Factuality Hallucination in LLMs with Knowledge Graph-based False Premise Questions COLING 2025
Investigating Bias in LLM-Based Bias Detection: Disparities between LLMs and Human Perception COLING 2025
PERSONA: A Reproducible Testbed for Pluralistic Alignment COLING 2025
Loki: An Open-Source Tool for Fact Verification COLING 2025
STAND-Guard: A Small Task-Adaptive Content Moderation Model COLING 2025
A Recipe For Building a Compliant Real Estate Chatbot COLING 2025
LionGuard: A Contextualized Moderation Classifier to Tackle Localized Unsafe Content COLING 2025