Search Results - "Havaldar, Shreya"
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Moral Foundations Twitter Corpus: A Collection of 35k Tweets Annotated for Moral Sentiment
Published in Social psychological & personality science (01-11-2020)“…Research has shown that accounting for moral sentiment in natural language can yield insight into a variety of on- and off-line phenomena such as message…”
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Introducing the Gab Hate Corpus: defining and applying hate-based rhetoric to social media posts at scale
Published in Language resources and evaluation (01-03-2022)“…We present the Gab Hate Corpus (GHC), consisting of 27,665 posts from the social network service gab.com, each annotated for the presence of “hate-based…”
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Perseverative thinking is associated with features of spoken language
Published in Behaviour research and therapy (01-06-2023)“…Perseverative thinking (PT), such as rumination or worry, is a transdiagnostic process implicated in the onset and maintenance of emotional disorders. Existing…”
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Physiological linkage in pregnancy: Couples’ cortisol, negative conflict behavior, and postpartum depression
Published in Biological psychology (01-04-2021)“…•Romantic partners’ cortisol levels during pregnancy were positively correlated.•Stronger couple cortisol linkage was related to fewer negative conflict…”
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Comparing Styles across Languages
Published 10-10-2023“…Understanding how styles differ across languages is advantageous for training both humans and computers to generate culturally appropriate text. We introduce…”
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TopEx: Topic-based Explanations for Model Comparison
Published 01-06-2023“…Meaningfully comparing language models is challenging with current explanation methods. Current explanations are overwhelming for humans due to large…”
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Building Knowledge-Guided Lexica to Model Cultural Variation
Published 17-06-2024“…Cultural variation exists between nations (e.g., the United States vs. China), but also within regions (e.g., California vs. Texas, Los Angeles vs. San…”
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Social Norms in Cinema: A Cross-Cultural Analysis of Shame, Pride and Prejudice
Published 17-02-2024“…Shame and pride are social emotions expressed across cultures to motivate and regulate people's thoughts, feelings, and behaviors. In this paper, we introduce…”
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Multilingual Language Models are not Multicultural: A Case Study in Emotion
Published 03-07-2023“…Emotions are experienced and expressed differently across the world. In order to use Large Language Models (LMs) for multilingual tasks that require emotional…”
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The FIX Benchmark: Extracting Features Interpretable to eXperts
Published 20-09-2024“…Feature-based methods are commonly used to explain model predictions, but these methods often implicitly assume that interpretable features are readily…”
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Psychological Metrics for Dialog System Evaluation
Published 24-05-2023“…We present metrics for evaluating dialog systems through a psychologically-grounded "human" lens in which conversational agents express a diversity of both…”
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Faithful Chain-of-Thought Reasoning
Published 30-01-2023“…While Chain-of-Thought (CoT) prompting boosts Language Models' (LM) performance on a gamut of complex reasoning tasks, the generated reasoning chain does not…”
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