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09/14/2023
Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions
Training large language models to follow instructions makes them perform...
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07/14/2023
Othering and low prestige framing of immigrant cuisines in US restaurant reviews and large language models
Identifying and understanding implicit attitudes toward food can help ef...
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03/28/2023
Foundation Models and Fair Use
Existing foundation models are trained on copyrighted material. Deployin...
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02/26/2023
Navigating the Grey Area: Expressions of Overconfidence and Uncertainty in Language Models
Despite increasingly fluent, relevant, and coherent language generation,...
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11/07/2022
Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale
Machine learning models are now able to convert user-written text descri...
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05/10/2022
Richer Countries and Richer Representations
We examine whether some countries are more richly represented in embeddi...
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10/24/2020
Causal Effects of Linguistic Properties
We consider the problem of estimating the causal effects of linguistic p...
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10/20/2020
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation
Neural image-to-text radiology report generation systems offer the poten...
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11/10/2019
Social Bias Frames: Reasoning about Social and Power Implications of Language
Language has the power to reinforce stereotypes and project social biase...
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11/01/2019
Generalization through Memorization: Nearest Neighbor Language Models
We introduce kNN-LMs, which extend a pre-trained neural language model (...
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05/21/2019
Sample Efficient Text Summarization Using a Single Pre-Trained Transformer
Language model (LM) pre-training has resulted in impressive performance ...
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04/19/2019
Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts
Computing author intent from multimodal data like Instagram posts requir...
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06/05/2018
Querying Complex Networks in Vector Space
Learning vector embeddings of complex networks is a powerful approach us...
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06/09/2016
