Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for
Instruction Generation Models

Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for Instruction Generation Models

21 December 2022

Papers citing "Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for Instruction Generation Models"

10 / 10 papers shown

Title
Vision-Language Models Are Not Pragmatically Competent in Referring Expression Generation Ziqiao Ma Jing Ding Xuejun Zhang Dezhi Luo Jiahe Ding Sihan Xu Yuchen Huang Run Peng Joyce Chai 54 0 0 22 Apr 2025
Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections Lingjun Zhao Khanh Nguyen Hal Daumé 37 1 0 26 Feb 2024
Hallucination Detection for Grounded Instruction Generation Lingjun Zhao Khanh Nguyen Hal Daumé HILM 39 7 0 23 Oct 2023
Utility-based Adaptive Teaching Strategies using Bayesian Theory of Mind Bo Chen Hugo Caselles-Dupré Alexander Benvenuti Matthew T. Hale 23 1 0 29 Sep 2023
Language Models are Bounded Pragmatic Speakers: Understanding RLHF from a Bayesian Cognitive Modeling Perspective Khanh Nguyen LRM 29 8 0 28 May 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 331 2,232 0 22 Mar 2023
How Much Can CLIP Benefit Vision-and-Language Tasks? Sheng Shen Liunian Harold Li Hao Tan Joey Tianyi Zhou Anna Rohrbach Kai-Wei Chang Z. Yao Kurt Keutzer CLIP VLM MLLM 202 405 0 13 Jul 2021
On the Evaluation of Vision-and-Language Navigation Instructions Mingde Zhao Peter Anderson Vihan Jain Su Wang Alexander Ku Jason Baldridge Eugene Ie 233 51 0 26 Jan 2021
Speaker-Follower Models for Vision-and-Language Navigation Daniel Fried Ronghang Hu Volkan Cirik Anna Rohrbach Jacob Andreas Louis-Philippe Morency Taylor Berg-Kirkpatrick Kate Saenko Dan Klein Trevor Darrell LM&Ro LRM 260 498 0 07 Jun 2018
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,675 0 05 Dec 2016