Text Generation

Selective Prompt Anchoring for Code Generation ICML 2025 SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models ICML 2025 Self-Consistency Preference Optimization ICML 2025 SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation EMNLP 2025 Semantic Agreement Enables Efficient Open-Ended LLM Cascades EMNLP 2025 Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text COLING 2025 Semantic-Eval : A Semantic Comprehension Evaluation Framework for Large Language Models Generation without Training ACL 2025 Semantic Evaluation of Multilingual Data-to-Text Generation via NLI Fine-Tuning: Precision, Recall and F1 scores ACL 2025 Semantics-aware prompting for translating NOtices To AirMen ACL 2025 SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL ACL 2025 SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection EMNLP 2025 SHIFT: Smoothing Hallucinations by Information Flow Tuning for Multimodal Large Language Models ICCV 2025 Shot-by-Shot: Film-Grammar-Aware Training-Free Audio Description Generation ICCV 2025 Sign2Vis: Automated Data Visualization from Sign Language ACL 2025 Signs as Tokens: A Retrieval-Enhanced Multilingual Sign Language Generator ICCV 2025 SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models EMNLP 2025 Simulating Emotional Intelligence in LLMs through Behavioral Conditioning and Analogical Retrieval ACL 2025 Single- vs. Dual-Prompt Dialogue Generation with LLMs for Job Interviews in Human Resources ACL 2025 SKE-Layout: Spatial Knowledge Enhanced Layout Generation with LLMs CVPR 2025 Sketch2Diagram: Generating Vector Diagrams from Hand-Drawn Sketches ICLR 2025 SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design EMNLP 2025 SLOT: Structuring the Output of Large Language Models EMNLP 2025 Small Language Models can Outperform Humans in Short Creative Writing: A Study Comparing SLMs with Humans and LLMs COLING 2025 Smruti: Grammatical Error Correction for Gujarati using LLMs with Non-Parametric Memory IJCNLP 2025 SNS-Bench: Defining, Building, and Assessing Capabilities of Large Language Models in Social Networking Services ICML 2025