Natural Language Processing › Generation ›

Text Generation

4534 directly classified papers

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Papers

CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation AAAI 2025

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula AAAI 2025

Towards Verifiable Text Generation with Generative Agent AAAI 2025

Template-Driven LLM-Paraphrased Framework for Tabular Math Word Problem Generation AAAI 2025

Recording for Eyes, Not Echoing to Ears: Contextualized Spoken-to-Written Conversion of ASR Transcripts AAAI 2025

Hansel: Output Length Controlling Framework for Large Language Models AAAI 2025

ELLA-V: Stable Neural Codec Language Modeling with Alignment-Guided Sequence Reordering AAAI 2025

Explicitly Guided Difficulty-Controllable Visual Question Generation AAAI 2025

DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models AAAI 2025

S^3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners AAAI 2025

SongGLM: Lyric-to-Melody Generation with 2D Alignment Encoding and Multi-Task Pre-Training AAAI 2025

Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs AAAI 2025

MEPNet: Medical Entity-Balanced Prompting Network for Brain CT Report Generation AAAI 2025

Advancing Audio-Based Text Generation with Imbalance Preference Optimization AAAI 2025

DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation AAAI 2025

Watch Out for Your Guidance on Generation! Exploring Conditional Backdoor Attacks against Large Language Models AAAI 2025

Scalable Vision-Language Understanding and Generation AAAI 2025

Structured Document Generation for Industrial Equipment AAAI 2025

Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models AAAI 2025

Natural Language Generation with Expert Standards AAAI 2025

QGen Studio: An Adaptive Question-Answer Generation, Training and Evaluation Platform AAAI 2025

Multimodal LLMs as Customized Reward Models for Text-to-Image Generation ICCV 2025

LAB-KG: A Retrieval-Augmented Generation Method with Knowledge Graphs for Medical Lab Test Interpretation COLING 2025

Unifying Large Language Models and Knowledge Graphs for efficient Regulatory Information Retrieval and Answer Generation COLING 2025

A3-108 at BHASHA Task1: Asymmetric BPE configuration for Grammar Error Correction AACL 2025