Large Language Models

PreciseDebias: An Automatic Prompt Engineering Approach for Generative AI To Mitigate Image Demographic Biases WACV 2024 Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model EMNLP 2024 Preemptive Answer “Attacks” on Chain-of-Thought Reasoning ACL 2024 Preference-Guided Reflective Sampling for Aligning Language Models EMNLP 2024 Preference Ranking Optimization for Human Alignment AAAI 2024 Preference Tuning For Toxicity Mitigation Generalizes Across Languages EMNLP 2024 Presentations by the Humans and For the Humans: Harnessing LLMs for Generating Persona-Aware Slides from Documents EACL 2024 Pre-Trained Language Models Represent Some Geographic Populations Better than Others COLING 2024 Pre-trained Large Language Models Use Fourier Features to Compute Addition NeurIPS 2024 Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method EMNLP 2024 PrExMe! Large Scale Prompt Exploration of Open Source LLMs for Machine Translation and Summarization Evaluation EMNLP 2024 Privacy Evaluation Benchmarks for NLP Models EMNLP 2024 PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action NeurIPS 2024 Privacy-Preserving Embedding via Look-up Table Evaluation with Fully Homomorphic Encryption ICML 2024 Private Language Models via Truncated Laplacian Mechanism EMNLP 2024 PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques NeurIPS 2024 Probe Then Retrieve and Reason: Distilling Probing and Reasoning Capabilities into Smaller Language Models COLING 2024 Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics COLING 2024 Probing Large Language Models from a Human Behavioral Perspective COLING 2024 Probing Multimodal Large Language Models for Global and Local Semantic Representations COLING 2024 Probing the Depths of Language Models’ Contact-Center Knowledge for Quality Assurance EMNLP 2024 Probing the Emergence of Cross-lingual Alignment during LLM Training ACL 2024 ProConSuL: Project Context for Code Summarization with LLMs EMNLP 2024 Progressive Distillation Based on Masked Generation Feature Method for Knowledge Graph Completion AAAI 2024 Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models ACL 2024