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Automatic evaluation of semantic rationality is an important yet challenging task, and current automatic techniques cannot well identify whether a sentence is semantically rational. The methods based on the language model do not measure the…

计算与语言 · 计算机科学 2018-09-12 Shu Liu , Jingjing Xu , Xuancheng Ren , Xu Sun

Online reviews have become a vital source of information in purchasing a service (product). Opinion spammers manipulate reviews, affecting the overall perception of the service. A key challenge in detecting opinion spam is obtaining ground…

机器学习 · 计算机科学 2019-05-24 Gray Stanton , Athirai A. Irissappane

Referring Expression Comprehension (REC) is an emerging research spot in computer vision, which refers to detecting the target region in an image given an text description. Most existing REC methods follow a multi-stage pipeline, which are…

计算机视觉与模式识别 · 计算机科学 2019-12-10 Yiyi Zhou , Rongrong Ji , Gen Luo , Xiaoshuai Sun , Jinsong Su , Xinghao Ding , Chia-wen Lin , Qi Tian

In computational biology, biological entities such as genes or proteins are usually annotated with terms extracted from Gene Ontology (GO). The functional similarity among terms of an ontology is evaluated by using Semantic Similarity…

计算工程、金融与科学 · 计算机科学 2014-12-24 Mario Cannataro , Pietro Hiram Guzzi , Marianna Milano , Pierangelo Veltri

This paper introduces the SemEval-2021 shared task 4: Reading Comprehension of Abstract Meaning (ReCAM). This shared task is designed to help evaluate the ability of machines in representing and understanding abstract concepts. Given a…

计算与语言 · 计算机科学 2021-06-02 Boyuan Zheng , Xiaoyu Yang , Yu-Ping Ruan , Zhenhua Ling , Quan Liu , Si Wei , Xiaodan Zhu

Adapting a trained model to perform satisfactorily on continually changing testing domains/environments is an important and challenging task. In this work, we propose a novel framework, SATA, which aims to satisfy the following…

计算机视觉与模式识别 · 计算机科学 2023-04-21 Goirik Chakrabarty , Manogna Sreenivas , Soma Biswas

Software testing is critical in the software development lifecycle, yet translating requirements into executable test scripts remains manual and error-prone. While Large Language Models (LLMs) can generate code, they often hallucinate…

软件工程 · 计算机科学 2026-05-05 Dudekula Kasim Vali

Software requirements specification is undoubtedly critical for the whole software life-cycle. Nowadays, writing software requirements specifications primarily depends on human work. Although massive studies have been proposed to fasten the…

软件工程 · 计算机科学 2022-12-01 Ziyan Zhao , Li Zhang , Xiaoyun Gao , Xiaoli Lian , Heyang Lv , Lin Shi

Sentiment analysis, a popular technique for opinion mining, has been used by the software engineering research community for tasks such as assessing app reviews, developer emotions in issue trackers and developer opinions on APIs. Past…

计算与语言 · 计算机科学 2018-12-27 Achyudh Ram , Meiyappan Nagappan

In this technical report, we present our publicly downloadable implementation of the SALICON saliency model. At the time of this writing, SALICON is one of the top performing saliency models on the MIT 300 fixation prediction dataset which…

计算机视觉与模式识别 · 计算机科学 2016-06-02 Christopher Thomas

Retrieval in Retrieval-Augmented Generation(RAG) must ensure that retrieved passages are not only individually relevant but also collectively form a comprehensive set. Existing approaches primarily rerank top-k passages based on their…

计算与语言 · 计算机科学 2025-07-11 Dahyun Lee , Yongrae Jo , Haeju Park , Moontae Lee

Automatic Term Extraction deals with the extraction of terminology from a domain specific corpus, and has long been an established research area in data and knowledge acquisition. ATE remains a challenging task as it is known that there is…

信息检索 · 计算机科学 2018-03-30 Ziqi Zhang , Jie Gao , Fabio Ciravegna

Software testing framework can be stated as the process of verifying and validating that a computer program/application works as expected and meets the requirements of the user. Usually testing can be done manually or using tools. Manual…

软件工程 · 计算机科学 2013-07-15 K. Karnavel , V. Divya , Gnanakeerthika , P. Karthika

Learning the true ordering between objects by aggregating a set of expert opinion rank order lists is an important and ubiquitous problem in many applications ranging from social choice theory to natural language processing and search…

机器学习 · 统计学 2016-05-17 Avradeep Bhowmik , Joydeep Ghosh

Social engineering (SE) aims at deceiving users into performing actions that may compromise their security and privacy. These threats exploit weaknesses in human's decision making processes by using tactics such as pretext, baiting,…

密码学与安全 · 计算机科学 2024-01-12 Irfan Ozen , Karthika Subramani , Phani Vadrevu , Roberto Perdisci

The review and analysis of large collections of documents and the periodic monitoring of new additions thereto has greatly benefited from new developments in computer software. This paper demonstrates how using random vectors to construct a…

信息检索 · 计算机科学 2017-11-30 Jean-François Delpech

An effective content recommendation in modern social media platforms should benefit both creators to bring genuine benefits to them and consumers to help them get really interesting content. In this paper, we propose a model called Social…

信息检索 · 计算机科学 2019-06-18 Wenyi Xiao , Huan Zhao , Haojie Pan , Yangqiu Song , Vincent W. Zheng , Qiang Yang

KNET is a general-purpose shell for constructing expert systems based on belief networks and decision networks. Such networks serve as graphical representations for decision models, in which the knowledge engineer must define clearly the…

人工智能 · 计算机科学 2013-04-10 R. Martin Chavez , Gregory F. Cooper

We present NetGent, an AI-agent framework for automating complex application workflows to generate realistic network traffic datasets. Developing generalizable ML models for networking requires data collection from network environments with…

人工智能 · 计算机科学 2025-11-17 Jaber Daneshamooz , Eugene Vuong , Laasya Koduru , Sanjay Chandrasekaran , Arpit Gupta

Textual interaction networks (TINs) are an omnipresent data structure used to model the interplay between users and items on e-commerce websites, social networks, etc., where each interaction is associated with a text description.…

计算与语言 · 计算机科学 2025-04-08 Hongtao Wang , Renchi Yang , Hewen Wang , Haoran Zheng , Jianliang Xu