Multimodal Web Navigation with Instruction-Finetuned Foundation Models
Fuente:
arXiv
Saved in:
| Main Authors: | Furuta, Hiroki, Lee, Kuang-Huei, Nachum, Ofir, Matsuo, Yutaka, Faust, Aleksandra, Gu, Shixiang Shane, Gur, Izzeddin |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web
by: Furuta, Hiroki, et al.
Published: (2023)
by: Furuta, Hiroki, et al.
Published: (2023)
Geometric-Averaged Preference Optimization for Soft Preference Labels
by: Furuta, Hiroki, et al.
Published: (2024)
by: Furuta, Hiroki, et al.
Published: (2024)
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
by: Gur, Izzeddin, et al.
Published: (2023)
by: Gur, Izzeddin, et al.
Published: (2023)
Collective Intelligence for 2D Push Manipulations with Mobile Robots
by: Kuroki, So, et al.
Published: (2022)
by: Kuroki, So, et al.
Published: (2022)
Improving Dynamic Object Interactions in Text-to-Video Generation with AI Feedback
by: Furuta, Hiroki, et al.
Published: (2024)
by: Furuta, Hiroki, et al.
Published: (2024)
Topology of Reasoning: Understanding Large Reasoning Models through Reasoning Graph Properties
by: Minegishi, Gouki, et al.
Published: (2025)
by: Minegishi, Gouki, et al.
Published: (2025)
Towards Empirical Interpretation of Internal Circuits and Properties in Grokked Transformers on Modular Polynomials
by: Furuta, Hiroki, et al.
Published: (2024)
by: Furuta, Hiroki, et al.
Published: (2024)
Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words
by: Minegishi, Gouki, et al.
Published: (2025)
by: Minegishi, Gouki, et al.
Published: (2025)
CLUTR: Curriculum Learning via Unsupervised Task Representation Learning
by: Azad, Abdus Salam, et al.
Published: (2022)
by: Azad, Abdus Salam, et al.
Published: (2022)
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
by: Lee, Kuang-Huei, et al.
Published: (2024)
by: Lee, Kuang-Huei, et al.
Published: (2024)
Understanding Emergent Misalignment via Feature Superposition Geometry
by: Minegishi, Gouki, et al.
Published: (2026)
by: Minegishi, Gouki, et al.
Published: (2026)
Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence
by: Minegishi, Gouki, et al.
Published: (2025)
by: Minegishi, Gouki, et al.
Published: (2025)
Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models
by: Chow, Yinlam, et al.
Published: (2024)
by: Chow, Yinlam, et al.
Published: (2024)
Enhancing Unimodal Latent Representations in Multimodal VAEs through Iterative Amortized Inference
by: Oshima, Yuta, et al.
Published: (2024)
by: Oshima, Yuta, et al.
Published: (2024)
On Instruction-Finetuning Neural Machine Translation Models
by: Raunak, Vikas, et al.
Published: (2024)
by: Raunak, Vikas, et al.
Published: (2024)
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning
by: Ye, Jiasheng, et al.
Published: (2023)
by: Ye, Jiasheng, et al.
Published: (2023)
The Missing GAP: From Solving Square Jigsaw Puzzles to Handling Real World Archaeological Fragments
by: Shahar, Ofir Itzhak, et al.
Published: (2026)
by: Shahar, Ofir Itzhak, et al.
Published: (2026)
TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning
by: Ma, Simin, et al.
Published: (2025)
by: Ma, Simin, et al.
Published: (2025)
When Object-Centric World Models Meet Policy Learning: From Pixels to Policies, and Where It Breaks
by: Ferraro, Stefano, et al.
Published: (2025)
by: Ferraro, Stefano, et al.
Published: (2025)
A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications
by: Marom, Ofir
Published: (2025)
by: Marom, Ofir
Published: (2025)
CityNav: A Large-Scale Dataset for Real-World Aerial Navigation
by: Lee, Jungdae, et al.
Published: (2024)
by: Lee, Jungdae, et al.
Published: (2024)
Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks
by: Gambardella, Andrew, et al.
Published: (2024)
by: Gambardella, Andrew, et al.
Published: (2024)
LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models
by: Diao, Shizhe, et al.
Published: (2023)
by: Diao, Shizhe, et al.
Published: (2023)
Levels of AGI for Operationalizing Progress on the Path to AGI
by: Morris, Meredith Ringel, et al.
Published: (2023)
by: Morris, Meredith Ringel, et al.
Published: (2023)
Large Language Models as Theory of Mind Aware Generative Agents with Counterfactual Reflection
by: Yang, Bo, et al.
Published: (2025)
by: Yang, Bo, et al.
Published: (2025)
The Embodied World Model Based on LLM with Visual Information and Prediction-Oriented Prompts
by: Haijima, Wakana, et al.
Published: (2024)
by: Haijima, Wakana, et al.
Published: (2024)
InstructionCP: A fast approach to transfer Large Language Models into target language
by: Chen, Kuang-Ming, et al.
Published: (2024)
by: Chen, Kuang-Ming, et al.
Published: (2024)
Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems
by: Abuelsaad, Tamer, et al.
Published: (2024)
by: Abuelsaad, Tamer, et al.
Published: (2024)
The Pitfalls of Publishing in the Age of LLMs: Strange and Surprising Adventures with a High-Impact NLP Journal
by: Verma, Rakesh M., et al.
Published: (2024)
by: Verma, Rakesh M., et al.
Published: (2024)
Understanding and Improving Noisy Embedding Techniques in Instruction Finetuning
by: Yadav, Abhay
Published: (2026)
by: Yadav, Abhay
Published: (2026)
Mobility VLA: Multimodal Instruction Navigation with Long-Context VLMs and Topological Graphs
by: Chiang, Hao-Tien Lewis, et al.
Published: (2024)
by: Chiang, Hao-Tien Lewis, et al.
Published: (2024)
Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion
by: Liu, Yang, et al.
Published: (2024)
by: Liu, Yang, et al.
Published: (2024)
Training-free Diffusion Model Alignment with Sampling Demons
by: Yeh, Po-Hung, et al.
Published: (2024)
by: Yeh, Po-Hung, et al.
Published: (2024)
Accelerate Scaling of LLM Finetuning via Quantifying the Coverage and Depth of Instruction Set
by: Wu, Chengwei, et al.
Published: (2025)
by: Wu, Chengwei, et al.
Published: (2025)
Autonomous Improvement of Instruction Following Skills via Foundation Models
by: Zhou, Zhiyuan, et al.
Published: (2024)
by: Zhou, Zhiyuan, et al.
Published: (2024)
Inconsistent Tokenizations Cause Language Models to be Perplexed by Japanese Grammar
by: Gambardella, Andrew, et al.
Published: (2025)
by: Gambardella, Andrew, et al.
Published: (2025)
Zero-Shot Classification of Crisis Tweets Using Instruction-Finetuned Large Language Models
by: McDaniel, Emma, et al.
Published: (2024)
by: McDaniel, Emma, et al.
Published: (2024)
SSM Meets Video Diffusion Models: Efficient Long-Term Video Generation with Structured State Spaces
by: Oshima, Yuta, et al.
Published: (2024)
by: Oshima, Yuta, et al.
Published: (2024)
UtilityMax Prompting: A Formal Framework for Multi-Objective Large Language Model Tasks
by: Marom, Ofir
Published: (2026)
by: Marom, Ofir
Published: (2026)
Towards Few-Shot Adaptation of Foundation Models via Multitask Finetuning
by: Xu, Zhuoyan, et al.
Published: (2024)
by: Xu, Zhuoyan, et al.
Published: (2024)
Similar Items
-
Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web
by: Furuta, Hiroki, et al.
Published: (2023) -
Geometric-Averaged Preference Optimization for Soft Preference Labels
by: Furuta, Hiroki, et al.
Published: (2024) -
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
by: Gur, Izzeddin, et al.
Published: (2023) -
Collective Intelligence for 2D Push Manipulations with Mobile Robots
by: Kuroki, So, et al.
Published: (2022) -
Improving Dynamic Object Interactions in Text-to-Video Generation with AI Feedback
by: Furuta, Hiroki, et al.
Published: (2024)