Large Language Models

Attention Consistency for LLMs Explanation EMNLP 2025 AttributeForge: An Agentic LLM Framework for Automated Product Schema Modeling EMNLP 2025 Audio-Aware Large Language Models as Judges for Speaking Styles EMNLP 2025 Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models EMNLP 2025 Audit-FT at the Regulations Challenge Task: An Open-Source Large Language Model for Audit COLING 2025 Augmenting Compliance-Guaranteed Customer Service Chatbots: Context-Aware Knowledge Expansion with Large Language Models EMNLP 2025 Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering CVPR 2025 Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions ACL 2025 AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks AAAI 2025 Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models ACL 2025 Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025 Automatically Interpreting Millions of Features in Large Language Models ICML 2025 Automatic Text Segmentation of Ancient and Historic Hebrew NAACL 2025 Automating Annotation Guideline Improvements using LLMs: A Case Study COLING 2025 AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs ACL 2025 AutoPresent: Designing Structured Visuals from Scratch CVPR 2025 Auto prompting without training labels: An LLM cascade for product quality assessment in e-commerce catalogs EMNLP 2025 AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering COLING 2025 AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists EMNLP 2025 AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025 AveniBench: Accessible and Versatile Evaluation of Finance Intelligence COLING 2025 Avoidance Decoding for Diverse Multi-Branch Story Generation EMNLP 2025 Awes, Laws, and Flaws From Today’s LLM Research ACL 2025 Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models EMNLP 2025 Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation ACL 2025