Large Language Models

Zero-Shot Belief: A Hard Problem for LLMs EMNLP 2025 Zero-Shot Keyphrase Generation: Investigating Specialized Instructions and Multi-sample Aggregation on Large Language Models NAACL 2025 Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems COLING 2025 Zero-Shot Speech-Based Depression and Anxiety Assessment with LLMs Interspeech 2025 Zhoumou at SemEval-2025 Task 1: Leveraging Multimodal Data Augmentation and Large Language Models for Enhanced Idiom Understanding SemEval 2025 Zipf’s and Heaps’ Laws for Tokens and LLM-generated Texts EMNLP 2025 ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs EMNLP 2025 ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration EMNLP 2025 𝛿-Stance: A Large-Scale Real World Dataset of Stances in Legal Argumentation ACL 2025 𝜙-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation ACL 2025 S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting ICML 2024 Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning NeurIPS 2024 MoE-RBench: Towards Building Reliable Language Models with Sparse Mixture-of-Experts ICML 2024 1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators? EMNLP 2024 3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability NeurIPS 2024 A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models ICML 2024 ABSEval: An Agent-based Framework for Script Evaluation EMNLP 2024 AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation ACL 2024 A Careful Examination of Large Language Model Performance on Grade School Arithmetic NeurIPS 2024 Accelerated Speculative Sampling Based on Tree Monte Carlo ICML 2024 Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling NeurIPS 2024 Accelerating Iterative Retrieval-augmented Language Model Serving with Speculation ICML 2024 Accelerating Multilingual Language Model for Excessively Tokenized Languages ACL 2024 Accurate LoRA-Finetuning Quantization of LLMs via Information Retention ICML 2024 ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models NeurIPS 2024