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constrained generation

41 papers

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text generation (2903) generative model (2889) diffusion model (3720) language model (4573) constrained text generation (24) large language model (12755) pre-trained language model (1514) fact verification (253) text editing (85) question answering (2904)

Papers

Gatsby without the ‘E’: Creating Lipograms with LLMs AACL 2025
Dis2Dis: Explaining Ambiguity in Fact-Checking NAACL 2025
A Cognitive Writing Perspective for Constrained Long-Form Text Generation ACL 2025
BIPro: Zero-shot Chinese Poem Generation via Block Inverse Prompting Constrained Generation Framework ACL 2025
Just What You Desire: Constrained Timeline Summarization with Self-Reflection for Enhanced Relevance AAAI 2025
WisPerMed at ArchEHR-QA 2025: A Modular, Relevance-First Approach for Grounded Question Answering on Eletronic Health Records ACL 2025
Aligning Complex Knowledge Graph Question Answering as Knowledge-Aware Constrained Code Generation COLING 2025
Restoration by Generation with Constrained Priors CVPR 2024
CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP NAACL 2024
Constrained Synthesis with Projected Diffusion Models NIPS 2024
Adaptable Logical Control for Large Language Models NIPS 2024
Constrained Diffusion with Trust Sampling NIPS 2024
Constrained Diffusion Models via Dual Training NIPS 2024
CEV-LM: Controlled Edit Vector Language Model for Shaping Natural Language Generations EACL 2024
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing AAAI 2023
LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction CVPR 2023
Metropolis Sampling for Constrained Diffusion Models NIPS 2023
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker ACL 2023
Mirror Diffusion Models for Constrained and Watermarked Generation NIPS 2023
Yu Sheng: Human-in-Loop Classical Chinese Poetry Generation System EACL 2023
Long-term Control for Dialogue Generation: Methods and Evaluation NAACL 2022
Constrained Regeneration for Cross-Lingual Query-Focused Extractive Summarization COLING 2022
Extracting and Inferring Personal Attributes from Dialogue ACL 2022
Effective Unsupervised Constrained Text Generation based on Perturbed Masking ACL 2022
CGF: Constrained Generation Framework for Query Rewriting in Conversational AI EMNLP 2022