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Text Generation

4534 directly classified papers

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Papers

Evaluating LLM-Generated Diagrams as Graphs EMNLP 2025
Avoidance Decoding for Diverse Multi-Branch Story Generation EMNLP 2025
ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation EMNLP 2025
SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design EMNLP 2025
Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees EMNLP 2025
Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation EMNLP 2025
DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off EMNLP 2025
Harnessing NLP for Indigenous Language Education: Fine-Tuning Large Language Models for Sentence Transformation NAACL 2025
MuCAL: Contrastive Alignment for Preference-Driven KG-to-Text Generation EMNLP 2025
Poetry in RAGs: Modern Greek interwar poetry generation using RAG and contrastive training NAACL 2025
An Analysis of Scoring Methods for Reranking in Large Language Model Story Generation NAACL 2025
Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification EMNLP 2025
Efficient Beam Search for Large Language Models Using Trie-Based Decoding EMNLP 2025
Chart2Code53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation EMNLP 2025
CheckEval: A reliable LLM-as-a-Judge framework for evaluating text generation using checklists EMNLP 2025
Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models ACL 2025
Multi-perspective Analysis of Large Language Model Domain Specialization: An Experiment in Accounting Audit Procedures Generation EMNLP 2025
Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ACL 2025
COAS2W: A Chinese Older-Adults Spoken-to-Written Transformation Corpus with Context Awareness EMNLP 2025
With Privacy, Size Matters: On the Importance of Dataset Size in Differentially Private Text Rewriting IJCNLP 2025
REGULAR: A Framework for Relation-Guided Multi-Span Question Generation IJCNLP 2025
Generating Text from Uniform Meaning Representation IJCNLP 2025
ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses IJCNLP 2025
Optimizing the Arrangement of Citations in Related Work Section IJCNLP 2025
OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising COLING 2025