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06/02/2023
NLPositionality: Characterizing Design Biases of Datasets and Models
Design biases in NLP systems, such as performance differences for differ...
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05/24/2023
Don't Take This Out of Context! On the Need for Contextual Models and Evaluations for Stylistic Rewriting
Most existing stylistic text rewriting methods operate on a sentence lev...
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05/24/2023
Improving Language Models with Advantage-based Offline Policy Gradients
Improving language model generations according to some user-defined qual...
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05/23/2023
Modeling Empathic Similarity in Personal Narratives
The most meaningful connections between people are often fostered throug...
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03/29/2023
Queer In AI: A Case Study in Community-Led Participatory AI
We present Queer in AI as a case study for community-led participatory d...
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03/28/2023
Towards Countering Essentialism through Social Bias Reasoning
Essentialist beliefs (i.e., believing that members of the same group are...
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10/04/2022
When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment
AI systems are becoming increasingly intertwined with human life. In ord...
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03/17/2022
ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection
Toxic language detection systems often falsely flag text that contains m...
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10/14/2021
Delphi: Towards Machine Ethics and Norms
What would it take to teach a machine to behave ethically? While broad e...
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08/26/2021
Just Say No: Analyzing the Stance of Neural Dialogue Generation in Offensive Contexts
Dialogue models trained on human conversations inadvertently learn to ge...
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05/07/2021
On-the-Fly Controlled Text Generation with Experts and Anti-Experts
Despite recent advances in natural language generation, it remains chall...
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04/18/2021
Misinfo Belief Frames: A Case Study on Covid Climate News
Prior beliefs of readers impact the way in which they project meaning on...
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04/18/2021
Documenting the English Colossal Clean Crawled Corpus
As language models are trained on ever more text, researchers are turnin...
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04/13/2021
Detoxifying Language Models Risks Marginalizing Minority Voices
Language models (LMs) must be both safe and equitable to be responsibly ...
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01/29/2021
Challenges in Automated Debiasing for Toxic Language Detection
Biased associations have been a challenge in the development of classifi...
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11/01/2020
Social Chemistry 101: Learning to Reason about Social and Moral Norms
Social norms—the unspoken commonsense rules about acceptable social beha...
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10/26/2020
PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction
Unconscious biases continue to be prevalent in modern text and media, ca...
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09/24/2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models
Pretrained neural language models (LMs) are prone to generating racist, ...
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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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06/12/2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
We present the first comprehensive study on automatic knowledge base con...
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04/22/2019
SocialIQA: Commonsense Reasoning about Social Interactions
We introduce SocialIQa, the first large-scale benchmark for commonsense ...
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10/31/2018
ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning
We present ATOMIC, an atlas of everyday commonsense reasoning, organized...
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05/17/2018
Event2Mind: Commonsense Inference on Events, Intents, and Reactions
We investigate a new commonsense inference task: given an event describe...
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05/16/2018
Modeling Naive Psychology of Characters in Simple Commonsense Stories
Understanding a narrative requires reading between the lines and reasoni...
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04/26/2018
Sounding Board: A User-Centric and Content-Driven Social Chatbot
We present Sounding Board, a social chatbot that won the 2017 Amazon Ale...
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02/07/2017
