google-research-datasets / seq2actLinks
This repository contains the opensource version of the datasets were used for different parts of training and testing of models that ground natural language to UI actions as described in the paper: "Mapping Natural Language Instructions to Mobile UI Action Sequences" by Yang Li, Jiacong He, Xin Zhou, Yuan Zhang, and Jason Baldridge, which is acc…
☆32Updated 4 years ago
Alternatives and similar repositories for seq2act
Users that are interested in seq2act are comparing it to the libraries listed below
Sorting:
- Mobile App Tasks with Iterative Feedback (MoTIF): Addressing Task Feasibility in Interactive Visual Environments☆61Updated 10 months ago
- A Universal Platform for Training and Evaluation of Mobile Interaction☆49Updated 4 months ago
- [ICLR 2024] Trajectory-as-Exemplar Prompting with Memory for Computer Control☆59Updated 6 months ago
- [EMNLP 2022] The baseline code for META-GUI dataset☆14Updated last year
- Official implementation for "You Only Look at Screens: Multimodal Chain-of-Action Agents" (Findings of ACL 2024)☆242Updated last year
- ☆18Updated last year
- Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)☆89Updated 2 years ago
- Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]☆138Updated 7 months ago
- Seq2act: Mapping Natural Language Instructions to Mobile UI Action Sequences from Google research☆14Updated 5 years ago
- InstructCoder: Instruction Tuning Large Language Models for Code Editing | Oral ACL-2024 srw☆61Updated 9 months ago
- It includes two datasets that are used in the downstream tasks for evaluating UIBert: App Similar Element Retrieval data and Visual Item …☆44Updated 3 years ago
- The dataset includes screen summaries that describes Android app screenshot's functionalities. It is used for training and evaluation of …☆58Updated 3 years ago
- ☆27Updated 6 months ago
- ☆53Updated last year
- [ICLR 2024] MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use☆89Updated last year
- official repo for the paper "Learning From Mistakes Makes LLM Better Reasoner"☆59Updated last year
- GUICourse: From General Vision Langauge Models to Versatile GUI Agents☆119Updated last year
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆81Updated 11 months ago
- Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding☆27Updated last year
- The dataset includes UI object type labels (e.g., BUTTON, IMAGE, CHECKBOX) that describes the semantic type of an UI object on Android ap…☆52Updated 3 years ago
- Accepted by Transactions on Machine Learning Research (TMLR)☆130Updated 9 months ago
- [ICML'24] TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks☆30Updated 9 months ago
- Data and code for the ICLR 2023 paper "Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning".☆154Updated last year
- ☆29Updated 9 months ago
- Improving Language Understanding from Screenshots. Paper: https://arxiv.org/abs/2402.14073☆29Updated last year
- Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"☆114Updated last year
- Consists of ~500k human annotations on the RICO dataset identifying various icons based on their shapes and semantics, and associations b…☆28Updated last year
- Astraios: Parameter-Efficient Instruction Tuning Code Language Models☆58Updated last year
- (ICLR 2025) The Official Code Repository for GUI-World.☆61Updated 7 months ago
- GUI Odyssey is a comprehensive dataset for training and evaluating cross-app navigation agents. GUI Odyssey consists of 7,735 episodes fr…☆119Updated 8 months ago