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

Leveraging Key Information Modeling to Improve Less-Data Constrained News Headline Generation via Duality Fine-Tuning AACL 2022

HIT&QMUL at SemEval-2022 Task 9: Label-Enclosed Generative Question Answering (LEG-QA) SEMEVAL 2022

NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics NAACL 2022

PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding NAACL 2022

GenIE: Generative Information Extraction NAACL 2022

Fast and Constrained Absent Keyphrase Generation by Prompt-Based Learning AAAI 2022

COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics NIPS 2022

On the Role of Pre-trained Language Models in Word Ordering: A Case Study with BART COLING 2022

Studying word order through iterative shuffling EMNLP 2021

Leveraging Human Attention in Novel Object Captioning IJCAI 2021

POINTER: Constrained Progressive Text Generation via Insertion-based Generative Pre-training EMNLP 2020

Gradient-guided Unsupervised Lexically Constrained Text Generation EMNLP 2020

On the Faithfulness for E-commerce Product Summarization COLING 2020

Automatic Fact-Guided Sentence Modification AAAI 2020

Efficient Generation of Structured Objects with Constrained Adversarial Networks NIPS 2020

MixingBoard: a Knowledgeable Stylized Integrated Text Generation Platform ACL 2020