Hierarchical story generation
Web13 de mai. de 2024 · We explore story generation: creative systems that can build coherent and fluent passages of text about a topic.We collect a large dataset of 300K human-written stories paired with writing prompts from an online forum. Our dataset enables hierarchical story generation, where the model first generates a premise, and then … Web21 de ago. de 2024 · This increases the probability that certain events will occur as the story generation progresses. The hierarchical fusion model (Fan et al. 2024) takes a one-sentence description of the story content and produces a paragraph. PlotMachines (Rashkin et al. 2024) conditions a generator on a set of concept phrases given by a user.
Hierarchical story generation
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WebWe explore story generation: creative sys-tems that can build coherent and fluent passages of text about a topic. We collect a large dataset of 300K human-written sto-ries paired … 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
Web17 de dez. de 2024 · In this paper, we propose MUGC, a generation model based on MUlti - Granularity Constraints, it is to tackle the incoherence issue in story generation. The whole model adopts an Encoder-Decoder generation framework and is constrained at the token level and sentence level, respectively. In terms of token level constraint, we adopt … 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 …
Web27 de mar. de 2024 · Nondirectional migration of photogenerated electron-hole pairs and the coordinated activation of multiple molecules are large barriers to simultaneous photocatalytic reactions. Here, ZnIn2S4 nanosheets with dual vacancies (DZIS) were synthesized using a facile hydrothermal and alkali-etching strategy. In the absence of cocatalysts, an … Web25 de fev. de 2024 · The scope of this survey paper is to explore the challenges in automatic story generation. We hope to contribute in the following ways: 1. Explore how previous research in story generation addressed those challenges. 2. Discuss future research directions and new technologies that may aid more advancements. 3. Shed light on …
Web17 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 …
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 … east sixth austinWeb18 de set. de 2024 · TVStoryGen: A Dataset for Generating Stories with Character Descriptions. Mingda Chen, Kevin Gimpel. We introduce TVStoryGen, a story generation dataset that requires generating detailed TV show episode recaps from a brief summary and a set of documents describing the characters involved. Unlike other story generation … cumberland maryland coffee shopsWebIf you want to generate the unannotated story files yourself: The code we used to generate text from the Fusion Model can be found in fairseq . The code we used to finetune and … cumberland maryland district courtWebRecent 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 ... cumberland maryland bishop walsh schoolWebHierarchical Neural Story Generation (Fan et al., 2024) The following commands provide an example of pre-processing data, training a model, and generating text for story … cumberland maryland city councilWebperformwellonmanynatural 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- east sixth brewingWeb4 de jan. de 2024 · Transformer-based Conditional Variational Autoencoder for Controllable Story Generation. We investigate large-scale latent variable models (LVMs) for neural … cumberland maryland apartments for rent