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Large Language Models

104 papers

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Papers

Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge EMNLP 2024
KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction EMNLP 2024
Moral Foundations of Large Language Models EMNLP 2024
DetoxLLM: A Framework for Detoxification with Explanations EMNLP 2024
Evaluating Moral Beliefs across LLMs through a Pluralistic Framework EMNLP 2024
Promoting Constructive Deliberation: Reframing for Receptiveness EMNLP 2024
How Reliable Are Automatic Evaluation Methods for Instruction-Tuned LLMs? EMNLP 2024
CEAMC: Corpus and Empirical Study of Argument Analysis in Education via LLMs EMNLP 2024
Towards Robust Evaluation of Unlearning in LLMs via Data Transformations EMNLP 2024
Multilingual Fact-Checking using LLMs EMNLP 2024
Observing the Southern US Culture of Honor Using Large-Scale Social Media Analysis EMNLP 2024
”So, are you a different person today?” Analyzing Bias in Questions during Parole Hearings EMNLP 2024
FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning ACL 2023
HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models ACL 2023
Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation ACL 2023
BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology EMNLP 2023
Knowledge Corpus Error in Question Answering EMNLP 2023
Self-Knowledge Guided Retrieval Augmentation for Large Language Models EMNLP 2023
Decoding Stumpers: Large Language Models vs. Human Problem-Solvers EMNLP 2023
Leveraging GPT-4 for Automatic Translation Post-Editing EMNLP 2023
Ethical Reasoning over Moral Alignment: A Case and Framework for In-Context Ethical Policies in LLMs EMNLP 2023
Multi-LexSum: Real-world Summaries of Civil Rights Lawsuits at Multiple Granularities NIPS 2022
Generated Knowledge Prompting for Commonsense Reasoning ACL 2022
Predicting scalar diversity with context-driven uncertainty over alternatives ACL 2022
Memory-assisted prompt editing to improve GPT-3 after deployment EMNLP 2022