Large Language Models

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 AutoPsyC: Automatic Recognition of Psychodynamic Conflicts from Semi-structured Interviews with Large Language Models NAACL 2025 AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists EMNLP 2025 Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant EMNLP 2025 AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025 Auto-Vocabulary Semantic Segmentation ICCV 2025 A Variational Framework for Improving Naturalness in Generative Spoken Language Models ICML 2025 AveniBench: Accessible and Versatile Evaluation of Finance Intelligence COLING 2025 Avoidance Decoding for Diverse Multi-Branch Story Generation EMNLP 2025 Avoiding Copyright Infringement via Large Language Model Unlearning NAACL 2025 Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition EMNLP 2025 Avoiding spurious sharpness minimization broadens applicability of SAM ICML 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 BackMATH: Towards Backward Reasoning for Solving Math Problems Step by Step COLING 2025 BackSlash: Rate Constrained Optimized Training of Large Language Models ICML 2025 BadToken: Token-level Backdoor Attacks to Multi-modal Large Language Models CVPR 2025 Balanced Multi-Factor In-Context Learning for Multilingual 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 Balancing the Budget: Understanding Trade-offs Between Supervised and Preference-Based Finetuning ACL 2025 Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models EMNLP 2025 BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms ICML 2025 Banking Done Right: Redefining Retail Banking with Language-Centric AI EMNLP 2025 Barrier Breakers at BLP-2025 Task 2: Enhancing LLM Code Generation Capabilities through Test-Driven Development and Code Interpreter AACL 2025