Natural Language Processing

Are Large Language Models Fluent in Declarative Process Mining? IJCAI 2025 Are Large Language Models for Education Reliable Across Languages? ACL 2025 Are Large Language Models Ready for Multi-Turn Tabular Data Analysis? ICML 2025 Are Larger Language Models Better at Disambiguation? NAACL 2025 Are LLM-Judges Robust to Expressions of Uncertainty? Investigating the effect of Epistemic Markers on LLM-based Evaluation NAACL 2025 Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance EMNLP 2025 Are LLMs Court-Ready? Evaluating Frontier Models on Indian Legal Reasoning EMNLP 2025 Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025 Are LLMs Good for Semantic Role Labeling via Question Answering?: A Preliminary Analysis IJCNLP 2025 Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle ICML 2025 Are LLMs Rational Investors? A Study on the Financial Bias in LLMs ACL 2025 Are LLMs reliable? An exploration of the reliability of large language models in clinical note generation ACL 2025 Are LLMs Rigorous Logical Reasoners? Empowering Natural Language Proof Generation by Stepwise Decoding with Contrastive Learning IJCNLP 2025 Are Multimodal Large Language Models Pragmatically Competent Listeners in Simple Reference Resolution Tasks? ACL 2025 Arena-lite: Efficient and Reliable Large Language Model Evaluation via Tournament-Based Direct Comparisons EMNLP 2025 A Representation Level Analysis of NMT Model Robustness to Grammatical Errors ACL 2025 Are Rules Meant to be Broken? Understanding Multilingual Moral Reasoning as a Computational Pipeline with UniMoral ACL 2025 Are Sparse Autoencoders Useful? A Case Study in Sparse Probing ICML 2025 Are Stereotypes Leading LLMs’ Zero-Shot Stance Detection ? EMNLP 2025 Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs ACL 2025 Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective ACL 2025 Are Translated Texts Useful for Gradient Word Order Extraction? ACL 2025 A Retrieval-Based Approach to Medical Procedure Matching in Romanian ACL 2025 A Review of Quantum Computing Approaches to Semantic Search and Text Classification in Natural Language Processing AACL 2025 Are We Done with MMLU? NAACL 2025