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12/19/2022
Evaluating Human-Language Model Interaction
Many real-world applications of language models (LMs), such as code auto...
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12/15/2022
On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning
Generating a chain of thought (CoT) can increase large language model (L...
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12/13/2022
Explanations Can Reduce Overreliance on AI Systems During Decision-Making
Prior work has identified a resilient phenomenon that threatens the perf...
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10/09/2022
ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward
Modern multi-agent reinforcement learning frameworks rely on centralized...
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11/12/2021
Visual Intelligence through Human Interaction
Over the last decade, Computer Vision, the branch of Artificial Intellig...
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08/05/2020
Conceptual Metaphors Impact Perceptions of Human-AI Collaboration
With the emergence of conversational artificial intelligence (AI) agents...
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12/02/2019
Deep Bayesian Active Learning for Multiple Correct Outputs
Typical active learning strategies are designed for tasks, such as class...
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06/12/2019
Visual Relationships as Functions: Enabling Few-Shot Scene Graph Prediction
Scene graph prediction --- classifying the set of objects and predicates...
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04/25/2019
Scene Graph Prediction with Limited Labels
Visual knowledge bases such as Visual Genome power numerous applications...
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03/27/2019
Information Maximizing Visual Question Generation
Though image-to-sequence generation models have become overwhelmingly po...
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03/28/2018
Referring Relationships
Images are not simply sets of objects: each image represents a web of in...
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07/17/2017
Iris: A Conversational Agent for Complex Tasks
Today's conversational agents are restricted to simple standalone comman...
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07/31/2016
Visual Relationship Detection with Language Priors
Visual relationships capture a wide variety of interactions between pair...
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02/22/2016
Empath: Understanding Topic Signals in Large-Scale Text
Human language is colored by a broad range of topics, but existing text ...
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02/22/2016
Augur: Mining Human Behaviors from Fiction to Power Interactive Systems
From smart homes that prepare coffee when we wake, to phones that know n...
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11/11/2015
Visual7W: Grounded Question Answering in Images
We have seen great progress in basic perceptual tasks such as object rec...
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09/01/2014