Hierarchical story generation
Webalogue generation (Serban et al.,2016), in which the input and output sequences are often of similar lengths, one major difficulty in neural story gen-eration is that the output sequence is much longer than the input sequence. As a result, hierarchical models for neural story generation have been in-tensively studied recently (Xu et al.,2024;Fan WebHierarchical Story Generation： First, generate the premise or prompt of the story using the convolutional language model. Second, use a seq2seq model to generate a story …
Hierarchical story generation
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Web4 de jan. de 2024 · Transformer-based Conditional Variational Autoencoder for Controllable Story Generation. We investigate large-scale latent variable models (LVMs) for neural … Web9 de abr. de 2024 · However, generations two and three undergo a completely different hierarchical mechanism of self-assembly and self-organization for the corresponding dendrons. The 3,5-disbusbstituted dendrons continue via the same mechanism of self-assembly as its first generation, that is, tapered secondary structure leading to a …
Webperformwellonmanynatural language generation tasks such as machine translation (Wang et al., 2024),textsummarization (You et al.,2024),story generation (Fan et al., 2024), etc. To learn the order of tokens in a sequence or to model the relationship between tokens, Trans-former requires to be injected with positional en- Web1 de jan. de 2024 · Conclusion We proposed a Transformer-based Hierarchical Topic-to-Essay Generation Model (THTEG) for TEG. We design our model based on Transformer and use the hierarchical text generation methods. We also introduce the coverage loss to the loss function of the model. We train the model in the real dataset ZhiHu.
http://nlp.csai.tsinghua.edu.cn/documents/134/Learning_to_Predict_Explainable_Plots_for_Neural_Story_Generation.pdf
Web4 de nov. de 2024 · Experiments show that the hierarchical neural story-generation model achieves more coherent stories than the seq2seq model through hierarchical structure and the fusion mechanism. Skeleton-Based Model. The user constraint C(φ) of the skeleton-based model is the beginning of the story (i.e., a sentence that expresses the theme of …
WebACL 2024 Paper Review: Hierarchical Neural Story Generation. This video is about a Deep Learning based story generator. It was published by FaceBook AI Research and got … cool dating headlinesWeb7 de abr. de 2024 · Cite (ACL): Fredrik Carlsson, Joey Öhman, Fangyu Liu, Severine Verlinden, Joakim Nivre, and Magnus Sahlgren. 2024. Fine-Grained Controllable Text Generation Using Non-Residual Prompting. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages … cool date ideas to make for dinnerWeb14 de nov. de 2024 · We propose a plan-and-write hierarchical generation framework that first plans a storyline, and then generates a story based on the storyline. We compare two planning strategies. The dynamic schema interweaves story planning and its surface realization in text, while the static schema plans out the entire storyline before generating … family medical group troy road rensselaer nyWeb17 de nov. de 2024 · Learning to Predict Explainable Plots for Neural Story Generation. Gang Chen, Yang Liu, Huanbo Luan, Meng Zhang, Qun Liu, and Maosong Sun. arxiv … family medical group troy nyWebRecent works have mitigated the issue by conditioning the story generation on plans or outlines (Yang et al., 2024;Fan et al., 2024). To date, the effectiveness of planning for story generation ... family medical group syracuse nyWebA night chirrup or word, you would be glad to put up up. And what do you hesitate?" "There is only local subjects coming from the woods," said he, # 2nd para prompt: A night chirrup or word, you would be glad to put up up. # There are decidedly parties at the moment this morning--a cheerful, a connoisseur as Captain William began to conclude ... cool date ideas sydneyWebStep 2: Other prerequisites. Note that our annotation script additionally uses these three files: data/arora_sentence_embedder.pkl: This is needed to compute the Arora sentence embeddings for the story-prompt similarity metric.To see how it was produced, follow the instructions in make_arora_sent_embedder.py.; data/unigram_probdist.json: This is … cool daybed by pool