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Text Generation

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Language Models of Code are Few-Shot Commonsense Learners EMNLP 2022
Visual Spatial Description: Controlled Spatial-Oriented Image-to-Text Generation EMNLP 2022
Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets EMNLP 2022
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models EMNLP 2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts EMNLP 2022
Gradient-based Constrained Sampling from Language Models EMNLP 2022
Generating Information-Seeking Conversations from Unlabeled Documents EMNLP 2022
CoCoa: An Encoder-Decoder Model for Controllable Code-switched Generation EMNLP 2022
PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning EMNLP 2022
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression EMNLP 2022
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation EMNLP 2022
BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation EMNLP 2022
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems EMNLP 2022
DSM: Question Generation over Knowledge Base via Modeling Diverse Subgraphs with Meta-learner EMNLP 2022
Re3: Generating Longer Stories With Recursive Reprompting and Revision EMNLP 2022
Less is More: Summary of Long Instructions is Better for Program Synthesis EMNLP 2022
Discourse-Aware Soft Prompting for Text Generation EMNLP 2022
ExPUNations: Augmenting Puns with Keywords and Explanations EMNLP 2022
Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples EMNLP 2022
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation EMNLP 2022
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text EMNLP 2022
CTRLsum: Towards Generic Controllable Text Summarization EMNLP 2022
Salience Allocation as Guidance for Abstractive Summarization EMNLP 2022
Boosting Natural Language Generation from Instructions with Meta-Learning EMNLP 2022
Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing EMNLP 2022