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Showing 1 to 6 of 6 for “"explicit reasoning"”.

  1. Minimalist Approach to End-to-End Vision Language Navigation with Multi-Modal Foundation Model Features

    … large models, prompt engineering, and/or explicit reasoning for instruction interpretation and agent guidance. We introduce MiniNav, a minimalist framework employing frozen vision-language foundation models as patch-wise feature extractors, avoiding data and compute heavy fine-tuning and …

    mit Repository record for Minimalist Approach to End-to-End Vision Language Navigation with Multi-Modal Foundation Model Features (opens in a new tab)

  2. Doing dialogue differently: case studies of teacher collaborative discourse in Malaysian secondary schools

    … and how their discourse practices such as explicit reasoning, storytelling and discussing external expectations make a difference to their learning. Utilising a conceptualisation of learning based on cultural models (Gee, 2015) and cognitive dissonance (Festinger, 1957; Beswick, 2017), …

    cambridge Repository record for Doing dialogue differently: case studies of teacher collaborative discourse in Malaysian secondary schools (opens in a new tab)

  3. Building small domain-specific masked language models vs. large generative models for clinical decision support and their effects on users.

    … the performance of an AI system. Traditional explicit knowledge-representation based AI involves reasoning over symbolic representation of statements standing for such “justified true beliefs” [1], the modern connectionist methodology however replaces explicit reasoning with making a …

    mit Repository record for Building small domain-specific masked language models vs. large generative models for clinical decision support and their effects on users. (opens in a new tab)

  4. Modeling and Analysis of Optical Blur for Everyday Photography

    … and irregular shaped regions, and to allow explicit reasoning about figure-ground relationships. Our final results exhibits high quality results with crisp boundaries.

    toronto-retro Repository record for Modeling and Analysis of Optical Blur for Everyday Photography (opens in a new tab)

  5. Interpretable Multi-hop Question Answering

    … can be used to quantify the understanding and reasoning ability of intelligent systems, a large number of QA datasets have been developed in recent years, and significant progress has been made in this direction. However, most existing QA systems use an end-to-end model to answer natural …

    auckland-ms Repository record for Interpretable Multi-hop Question Answering (opens in a new tab)