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Generative Models

6,381 papers

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Papers

SQuALITY: Building a Long-Document Summarization Dataset the Hard Way EMNLP 2022
How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions? EMNLP 2022
There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning EMNLP 2022
PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training EMNLP 2022
On the Evaluation Metrics for Paraphrase Generation EMNLP 2022
Sentence Representation Learning with Generative Objective rather than Contrastive Objective EMNLP 2022
Natural Language to Code Translation with Execution EMNLP 2022
Towards Reinterpreting Neural Topic Models via Composite Activations EMNLP 2022
Concadia: Towards Image-Based Text Generation with a Purpose EMNLP 2022
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks EMNLP 2022
AEG: Argumentative Essay Generation via A Dual-Decoder Model with Content Planning EMNLP 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022
Character-centric Story Visualization via Visual Planning and Token Alignment EMNLP 2022
Unsupervised Opinion Summarisation in the Wasserstein Space EMNLP 2022
Towards Inter-character Relationship-driven Story Generation EMNLP 2022
HEGEL: Hypergraph Transformer for Long Document Summarization EMNLP 2022
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation EMNLP 2022
A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism EMNLP 2022
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention EMNLP 2022
It’s Better to Teach Fishing than Giving a Fish: An Auto-Augmented Structure-aware Generative Model for Metaphor Detection EMNLP 2022
MAGMA – Multimodal Augmentation of Generative Models through Adapter-based Finetuning EMNLP 2022
DORE: Document Ordered Relation Extraction based on Generative Framework EMNLP 2022
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback EMNLP 2022
BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model EMNLP 2022
EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross Attention EMNLP 2022