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Understanding and communicating data uncertainty is crucial for making informed decisions in sectors like finance and healthcare. Previous work has explored how to express uncertainty in various modes. For example, uncertainty can be…

人机交互 · 计算机科学 2024-04-15 Chase Stokes , Chelsea Sanker , Bridget Cogley , Vidya Setlur

People convey information extremely effectively through spoken interaction using multiple channels of information transmission: the lexical channel of what is said, and the non-lexical channel of how it is said. We propose studying human…

计算与语言 · 计算机科学 2021-08-11 Sarenne Wallbridge , Peter Bell , Catherine Lai

Senders of messages prefer to communicate uncertainty verbally (e.g., something is likely to happen) rather than numerically (such as 75%), leaving receivers with imprecise information. While it is well established that receivers translate…

综合经济学 · 经济学 2026-05-21 Robin Bodenberger , Kirsten Thommes

Human languages vary widely in how they encode information within circumscribed semantic domains (e.g., time, space, color, human body parts and activities), but little is known about the global structure of semantic information and nothing…

计算与语言 · 计算机科学 2024-02-19 Pedro Aceves , James A. Evans

Isolated word meanings are inherently uncertain. This uncertainty reduces when they are combined and anchored in context. We propose that grammar compresses meaning uncertainty cross-linguistically, which is reflected in brain and…

Words shift in meaning for many reasons, including cultural factors like new technologies and regular linguistic processes like subjectification. Understanding the evolution of language and culture requires disentangling these underlying…

计算与语言 · 计算机科学 2016-09-27 William L. Hamilton , Jure Leskovec , Dan Jurafsky

Lexical ambiguity presents a profound and enduring challenge to the language sciences. Researchers for decades have grappled with the problem of how language users learn, represent and process words with more than one meaning. Our work…

计算与语言 · 计算机科学 2023-04-27 Benedetta Cevoli , Chris Watkins , Yang Gao , Kathleen Rastle

The differences in written text and conversational speech are substantial; previous parsers trained on treebanked text have given very poor results on spontaneous speech. For spoken language, the mismatch in style also extends to prosodic…

计算与语言 · 计算机科学 2020-10-12 Trang Tran , Jiahong Yuan , Yang Liu , Mari Ostendorf

Classifying the information content of neural spike trains in a linguistic endeavor, an uncertainty relation emerges between the bit size of a word and its duration. This uncertainty is associated with the task of synchronizing the spike…

神经元与认知 · 定量生物学 2015-06-02 F. Tito Arecchi

Speech-acts can have literal meaning as well as pragmatic meaning, but these both involve consequences typically intended by a speaker. Speech-acts can also have unintentional meaning, in which what is conveyed goes above and beyond what…

计算与语言 · 计算机科学 2019-06-06 Mark K. Ho , Joanna Korman , Thomas L. Griffiths

This study examines how interruptions during U.S. Supreme Court oral arguments shape both the semantic content and emotional tone of advocates' speech, with a focus on gendered dynamics in judicial discourse. Using the ConvoKit Supreme…

计算与语言 · 计算机科学 2025-12-12 Yifei Tong

Understanding and communicating data uncertainty is crucial for informed decision-making across various domains, including finance, healthcare, and public policy. This study investigates the impact of gender and acoustic variables on…

人机交互 · 计算机科学 2024-08-19 Chase Stokes , Chelsea Sanker , Bridget Cogley , Vidya Setlur

Code-switching, or switching between languages, occurs for many reasons and has important linguistic, sociological, and cultural implications. Multilingual speakers code-switch for a variety of purposes, such as expressing emotions,…

计算与语言 · 计算机科学 2022-12-19 Ritu Belani , Jeffrey Flanigan

The intelligibility of speech relies on the ability of interlocutors to dynamically align their expectations about the rates at which informative changes in signals occur. Exactly how this is achieved remains an open question. We propose…

神经元与认知 · 定量生物学 2022-11-03 Maja Linke , Michael Ramscar

Humans possess the unique ability to communicate emotions through language. Although concepts like anger or awe are abstract, there is a shared consensus about what these English emotion words mean. This consensus may give the impression…

计算与语言 · 计算机科学 2021-08-11 Aotao Xu , Jennifer E. Stellar , Yang Xu

Languages are continuously undergoing changes, and the mechanisms that underlie these changes are still a matter of debate. In this work, we approach language evolution through the lens of causality in order to model not only how various…

计算与语言 · 计算机科学 2022-05-10 Daphna Keidar , Andreas Opedal , Zhijing Jin , Mrinmaya Sachan

We introduce a method to measure uncertainty in large language models. For tasks like question answering, it is essential to know when we can trust the natural language outputs of foundation models. We show that measuring uncertainty in…

计算与语言 · 计算机科学 2023-04-18 Lorenz Kuhn , Yarin Gal , Sebastian Farquhar

_Uncertainty expressions_ such as "probably" or "highly unlikely" are pervasive in human language. While prior work has established that there is population-level agreement in terms of how humans quantitatively interpret these expressions,…

计算与语言 · 计算机科学 2024-11-08 Catarina G Belem , Markelle Kelly , Mark Steyvers , Sameer Singh , Padhraic Smyth

The dependence of the frequency distributions due to multiple meanings of words in a text is investigated by deleting letters. By coding the words with fewer letters the number of meanings per coded word increases. This increase is measured…

计算与语言 · 计算机科学 2017-10-04 Xiaoyong Yan , Petter Minnhagen

Temporary syntactic ambiguities arise when the beginning of a sentence is compatible with multiple syntactic analyses. We inspect to which extent neural language models (LMs) exhibit uncertainty over such analyses when processing…

计算与语言 · 计算机科学 2021-09-17 Laura Aina , Tal Linzen
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