Script Generation

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

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Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

18 shown of 18 papers with code (44 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• LLMER: Crafting Interactive Extended Reality Worlds with JSON Data Generated by Large Language Models
  4 Feb 2025 1 repository listed
  Unlike prior approaches focusing on coding script generation, LLMER translates natural language inputs into JSON data, significantly reducing the likelihood of application crashes and processing latency.
• BlenderLLM: Training Large Language Models for Computer-Aided Design with Self-improvement
  16 Dec 2024 1 repository listed
  In this paper, we present BlenderLLM, a novel framework for training LLMs specifically for CAD tasks leveraging a self-improvement methodology.
• VideoGen-of-Thought: A Collaborative Framework for Multi-Shot Video Generation
  3 Dec 2024 1 repository listed Syntology ran 2 of 3 samples · 1 unverified
  Cross-Shot Consistency: We ensure temporal and identity consistency by leveraging identity-preserving (IP) embeddings across shots, which are automatically created from the narrative.
• SkyScript-100M: 1,000,000,000 Pairs of Scripts and Shooting Scripts for Short Drama
  18 Aug 2024 1 repository listed
  We perform keyframe extraction and annotation on each episode to obtain about 10, 000, 000 shooting scripts.
• LogEval: A Comprehensive Benchmark Suite for Large Language Models In Log Analysis
  2 Jul 2024 1 repository listed
  These findings provide insights into the strengths and weaknesses of LLMs in multilingual environments and the effectiveness of different prompt strategies.
• IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation
  1 Jul 2024 1 repository listed Syntology ran 7 of 7 samples · 0 unverified
  To evaluate the framework, we create a novel drama plot that involves several actor agents and check the interactions between them under the instruction of the director agent.
• Data is all you need: Finetuning LLMs for Chip Design via an Automated design-data augmentation framework
  17 Mar 2024 1 repository listed Syntology ran 3 of 4 samples · 1 unverified · 4 pointer-only (licence)
  Our 13B model (ChipGPT-FT) has a pass rate improvement compared with GPT-3.
• LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation
  28 Dec 2023 1 repository listed
  Since circuit can be represented with HDL in a textual format, it is reasonable to question whether LLMs can be leveraged in the EDA field to achieve fully automated chip design and generate circuits with improved…
• Unit Test Generation using Generative AI : A Comparative Performance Analysis of Autogeneration Tools
  17 Dec 2023 1 repository listed
  This research aims to experimentally investigate the effectiveness of LLMs, specifically exemplified by ChatGPT, for generating unit test scripts for Python programs, and how the generated test cases compare with those…
• ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code
  16 Nov 2023 1 repository listed Syntology ran 3 of 3 samples · 0 unverified
  Despite Large Language Models (LLMs) like GPT-4 achieving impressive results in function-level code generation, they struggle with repository-scale code understanding (e.
• MM-VID: Advancing Video Understanding with GPT-4V(ision)
  30 Oct 2023 1 repository listed
  We present MM-VID, an integrated system that harnesses the capabilities of GPT-4V, combined with specialized tools in vision, audio, and speech, to facilitate advanced video understanding.
• MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks
  8 Oct 2023 1 repository listed
  Automatically generating scripts (i.
• ChatEDA: A Large Language Model Powered Autonomous Agent for EDA
  20 Aug 2023 1 repository listed Syntology ran 0 of 1 samples · 1 unverified
  The integration of a complex set of Electronic Design Automation (EDA) tools to enhance interoperability is a critical concern for circuit designers.
• Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation
  18 May 2023 1 repository listed
  Goal-oriented Script Generation is a new task of generating a list of steps that can fulfill the given goal.
• Learning to Repair: Repairing model output errors after deployment using a dynamic memory of feedback
  16 Dec 2021 1 repository listed
  Our goal is for an LM to continue to improve after deployment, without retraining, using feedback from the user.
• ScriptWriter: Narrative-Guided Script Generation
  20 May 2020 1 repository listed
  In dialogue systems, it would also be useful to drive dialogues by a dialogue plan.
• LSTM vs. GRU vs. Bidirectional RNN for script generation
  12 Aug 2019 1 repository listed
  In this paper, a case study is presented on how different sequence to sequence deep learning models perform in the task of generating new conversations between characters as well as new scenarios on the basis of a…
• Hierarchical Quantized Representations for Script Generation
  28 Aug 2018 1 repository listed
  This permits the decoder to softly decide what portions of the latent hierarchy to condition on by attending over the value embeddings for a given setting.

Syntology lines on 5 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.