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Sentiment analysis using lexico-semantic features

Journal of information science, 2022
Sentiment analysis of the text deals with the mining of the opinions of people from their written communication. With the increasing usage of online social media platforms for user interactions, abundant opinionated textual data emerges.
Mudasir Mohd   +4 more
semanticscholar   +1 more source

Combining Vision and Language Representations for Patch-based Identification of Lexico-Semantic Relations

ACM Multimedia, 2022
Although a wide range of applications have been proposed in the field of multimodal natural language processing, very few works have been tackling multimodal relational lexical semantics.
Prince Jha   +6 more
semanticscholar   +1 more source

Lexico: Extreme KV Cache Compression via Sparse Coding over Universal Dictionaries

International Conference on Machine Learning
We introduce Lexico, a novel KV cache compression method that leverages sparse coding with a universal dictionary. Our key finding is that key-value cache in modern LLMs can be accurately approximated using sparse linear combination from a small, input ...
Junhyuck Kim   +3 more
semanticscholar   +1 more source

Understanding L1 and L2 interaction in collaborative writing: A lexico-grammatical analysis

Language Teaching Research, 2019
Despite previous research suggesting that first language (L1) use fulfills important functions in collaborative writing (CW) tasks, research has yet to examine whether L1 or second language (L2) use may lead to variation in the lexico-grammatical aspects
Meixiu Zhang
semanticscholar   +1 more source

Analyzing the patterns of lexico-grammatical complexity across Graded Reader levels

Reading in a Foreign Language, 2020
This study investigates the development of lexico-grammatical complexity in two levels of graded readers, beginner and intermediate. Using the linguistic features described in Biber et al. (2011), 58 graded readers were analyzed. Biber et al.
Larissa Goulart
semanticscholar   +1 more source

Lexico-syntactic constraints influence verbal working memory in sentence-like lists

Memory & Cognition, 2023
Steven Schwering   +3 more
semanticscholar   +1 more source

Dissociating motor–speech from lexico-semantic systems in the left frontal lobe: insight from a series of 17 awake intraoperative mappings in glioma patients

Brain Structure and Function, 2019
Francesco Corrivetti   +6 more
semanticscholar   +1 more source

Does CaSe-MiXinG disrupt the access to lexico-semantic information?

Psychological Research, 2018
Manuel Perea   +3 more
semanticscholar   +1 more source

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