Large Language Models

What Counts Underlying LLMs’ Moral Dilemma Judgments? ACL 2025 Zero-knowledge LLM hallucination detection and mitigation through fine-grained cross-model consistency EMNLP 2025 A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech ACL 2024 Automatic Engineering of Long Prompts ACL 2024 CEAMC: Corpus and Empirical Study of Argument Analysis in Education via LLMs EMNLP 2024 Deloitte at #SMM4H 2024: Can GPT-4 Detect COVID-19 Tweets Annotated by Itself? ACL 2024 DetoxLLM: A Framework for Detoxification with Explanations EMNLP 2024 DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NeurIPS 2024 Discovering Preference Optimization Algorithms with and for Large Language Models NeurIPS 2024 Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation ACL 2024 End-To-End Causal Effect Estimation from Unstructured Natural Language Data NeurIPS 2024 Enhanced Financial Sentiment Analysis and Trading Strategy Development Using Large Language Models ACL 2024 Enhancing Social Media Health Prediction Certainty by Integrating Large Language Models with Transformer Classifiers ACL 2024 Evaluating Moral Beliefs across LLMs through a Pluralistic Framework EMNLP 2024 Financial Product Ontology Population with Large Language Models ACL 2024 Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge EMNLP 2024 Grammar-Aligned Decoding NeurIPS 2024 HBUT at #SMM4H 2024 Task2: Cross-lingual Few-shot Medical Entity Extraction using a Large Language Model ACL 2024 How Does the Disclosure of AI Assistance Affect the Perceptions of Writing? EMNLP 2024 How Reliable Are Automatic Evaluation Methods for Instruction-Tuned LLMs? EMNLP 2024 I Need Help! Evaluating LLM’s Ability to Ask for Users’ Support: A Case Study on Text-to-SQL Generation EMNLP 2024 Irish-based Large Language Model with Extreme Low-Resource Settings in Machine Translation ACL 2024 KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction EMNLP 2024 Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism EMNLP 2024 Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation NeurIPS 2024