natural language

Do LLMs Really Struggle at NL-FOL Translation? Revealing Their Strengths via a Novel Benchmarking Strategy AAAI 2026 Identifying the Periodicity of Information in Natural Language ACL 2026 Is Symbolic Music a Specific Language? Exploring Inspiration-to-Structure Machine Composition via LLMs AAAI 2026 Repeated Sequences Reveal Gaps between Large Language Models and Natural Language ACL 2026 VORTEX: Aligning Task Utility and Human Preferences Through LLM-Guided Reward Shaping AAAI 2026 Are Large Language Models Fluent in Declarative Process Mining? IJCAI 2025 ASP Chef Chats with Large Language Models IJCAI 2025 Demonstrating Shared Force-Language Embeddings for Natural Human-Robot Communication RSS 2025 DialogDraw: Image Generation and Editing System Based on Multi-Turn Dialogue AAAI 2025 DivLogicEval: A Framework for Benchmarking Logical Reasoning Evaluation in Large Language Models EMNLP 2025 Feature Design for Bridging SAM and CLIP toward Referring Image Segmentation WACV 2025 GNN-Transformer Task Planning Enhanced with Semantic-Driven Data Augmentation AAAI 2025 Grammar-Forced Translation of Natural Language to Temporal Logic using LLMs ICML 2025 Harmonizing Annotation of Turkic Postverbial Constructions: A Comparative Study of UD Treebanks COLING 2025 JU_NLP at BLP-2025 Task 2: Leveraging Zero-Shot Prompting for Bangla Natural Language to Python Code Generation AACL 2025 Layered Insights: Generalizable Analysis of Human Authorial Style by Leveraging All Transformer Layers EMNLP 2025 MASA: LLM-Driven Multi-Agent Systems for Autoformalization EMNLP 2025 Mind the Prompt: A Novel Benchmark for Prompt-Based Class-Agnostic Counting WACV 2025 On the Role of Key Phrases in Argument Mining NAACL 2025 Overview of BLP-2025 Task 2: Code Generation in Bangla AACL 2025 princi/pal: A Moral Dilemma Tamagotchi Game NeurIPS 2025 Testing Language Creativity of Large Language Models and Humans NAACL 2025 Unsupervised Translation of Emergent Communication AAAI 2025 Verbalized Representation Learning for Interpretable Few-Shot Generalization ICCV 2025 Word boundaries and the morphology-syntax trade-off COLING 2025