Text Generation

Length Controlled Generation for Black-box LLMs ACL 2025 Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ACL 2025 Leveraging AI to Bridge Classical Arabic and Modern Standard Arabic for Text Simplification COLING 2025 Leveraging Dictionaries and Grammar Rules for the Creation of Educational Materials for Indigenous Languages NAACL 2025 Leveraging Generative AI for Enhancing Automated Assessment in Programming Education Contests ACL 2025 Leveraging Multilingual Models for Robust Grammatical Error Correction Across Low-Resource Languages COLING 2025 Leveraging Panoptic Scene Graph for Evaluating Fine-Grained Text-to-Image Generation ICCV 2025 Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees EMNLP 2025 Leveraging What’s Overfixed: Post-Correction via LLM Grammatical Error Overcorrection EMNLP 2025 LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law ACL 2025 LexiLogic@CALCS 2025: Predicting Preferences in Generated Code-Switched Text NAACL 2025 LexKeyPlan: Planning with Keyphrases and Retrieval Augmentation for Legal Text Generation: A Case Study on European Court of Human Rights Cases ACL 2025 LightRAG: Simple and Fast Retrieval-Augmented Generation EMNLP 2025 LingConv: An Interactive Toolkit for Controlled Paraphrase Generation with Linguistic Attribute Control EMNLP 2025 LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL EMNLP 2025 LIST: Linearly Incremental SQL Translator for Single-Hop Reasoning, Generation and Verification ACL 2025 Live Football Commentary System Providing Background Information ACL 2025 LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following COLING 2025 LLM Agents Implement an NLG System from Scratch: Building Interpretable Rule-Based RDF-to-Text Generators EMNLP 2025 LLM as a Broken Telephone: Iterative Generation Distorts Information ACL 2025 LLM-Assisted Semantically Diverse Teammate Generation for Efficient Multi-agent Coordination ICML 2025 LLM DEBATE OPPONENT : Counter-argument Generation focusing on Implicit and Critical Premises NAACL 2025 LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models ACL 2025 LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System EMNLP 2025 LLM-RG4: Flexible and Factual Radiology Report Generation Across Diverse Input Contexts AAAI 2025