large language model

A Review of Prominent Paradigms for LLM-Based Agents: Tool Use, Planning (Including RAG), and Feedback Learning COLING 2025 Are We Done with MMLU? NAACL 2025 Are Your LLMs Capable of Stable Reasoning? ACL 2025 Are You Sure You’re Positive? Consolidating Chain-of-Thought Agents with Uncertainty Quantification for Aspect-Category Sentiment Analysis ACL 2025 ARG2ST at CQs-Gen 2025: Critical Questions Generation through LLMs and Usefulness-based Selection ACL 2025 ArGAN: Arabic Gender, Ability, and Nationality Dataset for Evaluating Biases in Large Language Models ACL 2025 ArgCMV: An Argument Summarization Benchmark for the LLM-era EMNLP 2025 Argumentative Analysis of Legal Rulings: A Structured Framework Using Bobbitt’s Typology ACL 2025 Argumentative Large Language Models for Explainable and Contestable Claim Verification AAAI 2025 Argument Mining with Fine-Tuned Large Language Models COLING 2025 Argument Summarization and its Evaluation in the Era of Large Language Models EMNLP 2025 A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages EMNLP 2025 AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents IJCAI 2025 Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework ACL 2025 ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving ACL 2025 Arithmetic Without Algorithms: Language Models Solve Math with a Bag of Heuristics ICLR 2025 ARTICLE: Annotator Reliability Through In-Context Learning AAAI 2025 Artificial Relationships in Fiction: A Dataset for Advancing NLP in Literary Domains NAACL 2025 ARTIST: Improving the Generation of Text-Rich Images with Disentangled Diffusion Models and Large Language Models WACV 2025 A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts. COLING 2025 A Scalable Pipeline for Estimating Verb Frame Frequencies Using Large Language Models IJCNLP 2025 ASD-iLLM:An Intervention Large Language Model for Autistic Children based on Real Clinical Dialogue Intervention Dataset EMNLP 2025 A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025 A Sentence-Level Visualization of Attention in Large Language Models NAACL 2025 A Sequential Multi-Stage Approach for Code Vulnerability Detection via Confidence- and Collaboration-based Decision Making EMNLP 2025