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Norm-aware recommender systems have gained increased attention, especially for diversity optimization. The recommender systems community has well-established experimentation pipelines that support reproducible evaluations by facilitating…

信息检索 · 计算机科学 2025-08-19 Lucien Heitz , Runze Li , Oana Inel , Abraham Bernstein

Large language models have shown unprecedented abilities in generating linguistically coherent and syntactically correct natural language output. However, they often return incorrect and inconsistent answers to input questions. Due to the…

数据库 · 计算机科学 2023-12-27 Jasmin Mousavi , Arash Termehchy

Despite renewed awareness of the importance of articulation, it remains a challenge for instructors to handle the pronunciation needs of language learners. There are relatively scarce pedagogical tools for pronunciation teaching and…

计算机视觉与模式识别 · 计算机科学 2020-05-15 M. Hamed Mozaffari , Won-Sook Lee

Speech language models refer to language models with speech processing and understanding capabilities. One key desirable capability for speech language models is the ability to capture the intricate interdependency between content and…

计算与语言 · 计算机科学 2025-08-11 Kaizhi Qian , Xulin Fan , Junrui Ni , Slava Shechtman , Mark Hasegawa-Johnson , Chuang Gan , Yang Zhang

Propositional logics in general, considered as a set of sentences, can be undecidable even if they have "nice" representations, e.g., are given by a calculus. Even decidable propositional logics can be computationally complex (e.g., already…

逻辑 · 数学 2019-08-06 Matthias Baaz , Richard Zach

Computing universal distributed representations of sentences is a fundamental task in natural language processing. We propose ConsSent, a simple yet surprisingly powerful unsupervised method to learn such representations by enforcing…

计算与语言 · 计算机科学 2019-01-25 Siddhartha Brahma

In this paper we explore the use of unsupervised methods for detecting cognates in multilingual word lists. We use online EM to train sound segment similarity weights for computing similarity between two words. We tested our online systems…

计算与语言 · 计算机科学 2017-02-17 Taraka Rama , Johannes Wahle , Pavel Sofroniev , Gerhard Jäger

Given two combinatorial identities proved earlier, a new set of variations of these combinatorial identities is listed and proved with the integral representation method. Some identities from literature are shown to be special cases of…

组合数学 · 数学 2017-05-17 M. J. Kronenburg

We propose a method for learning de-identified prosody representations from raw audio using a contrastive self-supervised signal. Whereas prior work has relied on conditioning models on bottlenecks, we introduce a set of inductive biases…

计算与语言 · 计算机科学 2021-07-20 Jack Weston , Raphael Lenain , Udeepa Meepegama , Emil Fristed

Fine-grained editing of speech attributes$\unicode{x2014}$such as prosody (i.e., the pitch, loudness, and phoneme durations), pronunciation, speaker identity, and formants$\unicode{x2014}$is useful for fine-tuning and fixing imperfections…

音频与语音处理 · 电气工程与系统科学 2024-07-09 Max Morrison , Cameron Churchwell , Nathan Pruyne , Bryan Pardo

Identifying words which may cause difficulty for a reader is an essential step in most lexical text simplification systems prior to lexical substitution and can also be used for assessing the readability of a text. This task is commonly…

计算与语言 · 计算机科学 2022-11-04 Matthew Shardlow , Richard Evans , Marcos Zampieri

The goal of this work is to establish a scalable pipeline for expanding an object detector towards novel/unseen categories, using zero manual annotations. To achieve that, we make the following four contributions: (i) in pursuit of…

计算机视觉与模式识别 · 计算机科学 2022-07-19 Chengjian Feng , Yujie Zhong , Zequn Jie , Xiangxiang Chu , Haibing Ren , Xiaolin Wei , Weidi Xie , Lin Ma

Sign language datasets are often not representative in terms of vocabulary, underscoring the need for models that generalize to unseen signs. Vector quantization is a promising approach for learning discrete, token-like representations, but…

计算与语言 · 计算机科学 2025-09-08 Lee Kezar , Zed Sehyr , Jesse Thomason

We explore a method for presenting word suggestions for non-visual text input using simultaneous voices. We conduct two perceptual studies and investigate the impact of different presentations of voices on a user's ability to detect which…

人机交互 · 计算机科学 2025-10-03 Dylan Gaines , Keith Vertanen

Prominences and boundaries are the essential constituents of prosodic structure in speech. They provide for means to chunk the speech stream into linguistically relevant units by providing them with relative saliences and demarcating them…

计算与语言 · 计算机科学 2015-10-08 Antti Suni , Daniel Aalto , Martti Vainio

Large language models (LLMs), endowed with exceptional reasoning capabilities, are adept at discerning profound user interests from historical behaviors, thereby presenting a promising avenue for the advancement of recommendation systems.…

信息检索 · 计算机科学 2024-12-19 Guanghan Li , Xun Zhang , Yufei Zhang , Yifan Yin , Guojun Yin , Wei Lin

A permutiple is the product of a digit preserving multiplication, that is, a number which is an integer multiple of some permutation of its digits. Certain permutiple problems, particularly transposable, cyclic, and, more recently,…

数论 · 数学 2017-01-30 Benjamin V. Holt

Generative recommender systems have recently attracted attention by formulating next-item prediction as an autoregressive sequence generation task. However, most existing methods optimize standard next-token likelihood and implicitly treat…

信息检索 · 计算机科学 2026-01-27 Wei-Ning Chiu , Chuan-Ju Wang , Pu-Jen Cheng

We propose a novel model to hierarchically incorporate phoneme and phonotactic information for language identification (LID) without requiring phoneme annotations for training. In this model, named PHO-LID, a self-supervised phoneme…

音频与语音处理 · 电气工程与系统科学 2022-04-01 Hexin Liu , Leibny Paola Garcia Perera , Andy W. H. Khong , Suzy J. Styles , Sanjeev Khudanpur

The labelling of speech corpora is a laborious and time-consuming process. The ProsoBeast Annotation Tool seeks to ease and accelerate this process by providing an interactive 2D representation of the prosodic landscape of the data, in…

音频与语音处理 · 电气工程与系统科学 2021-06-16 Branislav Gerazov , Michael Wagner