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Sogou Machine Reading Comprehension Toolkit [article]

Jindou Wu, Yunlun Yang, Chao Deng, Hongyi Tang, Bingning Wang, Haoze Sun, Ting Yao, Qi Zhang
2019 arXiv   pre-print
, model construction, and training easier.  ...  Machine reading comprehension have been intensively studied in recent years, and neural network-based models have shown dominant performances.  ...  Model Construction The core part of the machine reading comprehension task is constructing an effective and efficient model for generating answers from given passages.  ... 
arXiv:1903.11848v2 fatcat:dojjqtknvfc33jer7b2khjj56m

Self-assembly of Shapes at Constant Scale Using Repulsive Forces [chapter]

Austin Luchsinger, Robert Schweller, Tim Wylie
2017 Lecture Notes in Computer Science  
As a result, portions of an assembly can become unstable and detach. In this model, we utilize fuel-efficient computation to perform Turing machine simulations for the construction of the shape.  ...  Furthermore, the computation and construction in our result only creates constant-size garbage assemblies as a byproduct of assembling the shape. required by construction: the scale factor to build a shape  ...  Shape construction has been studied in more powerful self-assembly models such as the staged RNA assembly model and the chemical reaction network-controlled tile assembly model.  ... 
doi:10.1007/978-3-319-58187-3_7 fatcat:dkgxabgthvcavn5zeufzvygfse

Teaching Machines to Read and Comprehend Tibetan Text

Yuan Sun, Sisi Liu, Chaofan Chen, Zhengcuo Dan, Xiaobing Zhao
2021 Journal of Computer and Communications  
Teaching machine to comprehend a passage and answer corresponding questions, the machine reading comprehension (MRC) has attracted much attention in current years.  ...  However, most models are designed to finish English or Chinese MRC task, Considering lack of MRC dataset, the low-resource languages MRC tasks, such as Tibetan, it is hard to get high performance.  ...  Dataset Construction Considering lack of Tibetan machine reading comprehension dataset, this paper constructs a span-style Tibetan machine reading comprehension dataset named TibetanQA.  ... 
doi:10.4236/jcc.2021.99011 fatcat:wulau45jebeqrcy4wrmwryjp2m

Causality, poetics, and grammatology: the role of computation in machine seeing

Iain Emsley
2020 AI & Society: The Journal of Human-Centred Systems and Machine Intelligence  
If artists' look, then how might a machine see as a critical tool?  ...  This is developed as through a reading of how the interface translates the signs and symbols and how this affects the reading.  ...  A computational image, created from a reading of transposed images, is used as a way of understanding the nature of the computational to make the image through patterns and models as well as being constructed  ... 
doi:10.1007/s00146-020-01061-4 fatcat:my3ebuflo5blvl37aavwrnb6xy

Speculative Reading, Speculative Physics – the Ontology of the Large Hadron Collider

Clarissa A.L. Lee
2012 EPJ Web of Conferences  
Reading becomes the medium for mediating between the real and the virtual when constructing physical knowledge.  ...  Reading as is explored here is about how reading as an act is inextricably linked with understanding one's perspective and the ideology one is immersed in, thus influencing how discovery is made and articulated  ...  An example of this is the history behind the construction of the Standard Model.  ... 
doi:10.1051/epjconf/20122812033 fatcat:csft37j3zzaqtmrygopl5yoc3m

Machine Boss: Rapid Prototyping of Bioinformatic Automata [article]

Jordi Silvestre-Ryan, Yujie Wang, Mehak Sharma, Stephen Lin, Yolanda Shen, Shihab Dider, Ian Holmes
2020 bioRxiv   pre-print
The aim is to make prototyping of bioinformatics HMMs as quick and easy as the construction of regular expressions, with one-line "recipes" for many common applications.  ...  Motivation: Many C++ libraries for using Hidden Markov Models in bioinformatics focus on inference tasks, such as likelihood calculation, parameter-fitting, and alignment.  ...  Each read was basecalled with a version of Bonito modified to save the network output, which was then loaded as a state machine into Machine Boss using the --recognize-merge-csv option, which constructs  ... 
doi:10.1101/2020.02.13.945071 fatcat:5jdoiter7jba3afn2keei467jm

Variations of checking stack automata: Obtaining unexpected decidability properties

Oscar H. Ibarra, Ian McQuillan
2018 Theoretical Computer Science  
As far as we know, the model we introduce above is the first one-way model to exhibit properties (1) and (2).  ...  Surprisingly, two-way deterministic machines with multiple checking stacks and multiple reversal-bounded counters are shown to have a decidable membership problem, a very general model with this property  ...  We can construct a DCSACM(1) M to accept L as follows. M reads a i and stores a i in the stack. Then it reads b j and increments the counter by j.  ... 
doi:10.1016/j.tcs.2018.04.024 fatcat:6fuizbibybfkvlxoub3hbbzqim

Iteracies of feeling

Iain Emsley
2019 A Peer-Reviewed Journal About  
Yet the machine may not be able to identify some of the qualities, such as emotion, that might be central to the question raised.  ...  The second part uses iteracy to find meaning in the models and how this might reveal new critical paths through readings of the image.  ...  The face is a construction of models and aggregations rather than being read and interpreted from a sitter.  ... 
doi:10.7146/aprja.v8i1.115411 fatcat:hqezz3gwczdydkzf474v24ffae

DRCD: a Chinese Machine Reading Comprehension Dataset [article]

Chih Chieh Shao, Trois Liu, Yuting Lai, Yiying Tseng, Sam Tsai
2019 arXiv   pre-print
In this paper, we introduce DRCD (Delta Reading Comprehension Dataset), an open domain traditional Chinese machine reading comprehension (MRC) dataset.  ...  This dataset aimed to be a standard Chinese machine reading comprehension dataset, which can be a source dataset in transfer learning.  ...  Introduction Machine reading comprehension (MRC) is the task of understanding paragraphs, and integrating it with what the human reader already knows.  ... 
arXiv:1806.00920v3 fatcat:huwhaeq4jbbmxciyq65fqc5vii

Formal Modeling and Analysis of Scientific Workflows Using Hierarchical State Machines

Ping Yang, Zijiang Yang, Shiyong Lu
2007 Third IEEE International Conference on e-Science and Grid Computing (e-Science 2007)  
In this paper, we propose to model a scientific workflow using a hierarchical state machine and present techniques for verifying and controlling information propagation in scientific workflow environments  ...  based on hierarchical state machines.  ...  T 2 reads from i 2 and writes to h 3 : f 3 . The HSMSW is constructed as follows: When i 1 is read by T 1 , source(i 1 ) is read and x = source(i 1 ) ∪ {i 1 }.  ... 
doi:10.1109/e-science.2007.35 dblp:conf/eScience/YangYL07 fatcat:unrauv6zwjeidnkbmoa5swryrq

Automatic Verification of Recursive Procedures with One Integer Parameter [chapter]

Ahmed Bouajjani, Peter Habermehl, Richard Mayr
2001 Lecture Notes in Computer Science  
The ÈÖ £ (set of predecessors) of a regular set can be effectively constructed as well.  ...  We define -input 1-CM, a new class of one-counter machines that take integer numbers as input, to describe sets of configurations of BPA( ).  ...  A -input 1-CM Å ¼ can be constructed that reads the input from left to right and accepts the same language as Å. Proof.  ... 
doi:10.1007/3-540-44683-4_18 fatcat:qsqkvx4bpre5hof2qpcy4gzxru

A shell-based magnetic field model for magnetic proximity detection systems

Jingcheng Li, Jacob Carr, Christopher Jobes
2012 Safety Science  
This paper will present an analysis of the model along with a model construction process.  ...  Mining machines, which have fast-moving, articulated parts, present hazards that change depending on the sit uation at hand as well as the specific location of the worker.  ...  , a and b, as defined in terms of the B reading by Eqs  ... 
doi:10.1016/j.ssci.2011.10.007 fatcat:ddxqhc4kc5dxnfwdxblmunhvbi

Variations of Checking Stack Automata: Obtaining Unexpected Decidability Properties [chapter]

Oscar H. Ibarra, Ian McQuillan
2017 Lecture Notes in Computer Science  
As far as we know, the model we introduce above is the first one-way model to exhibit properties (1) and (2).  ...  Surprisingly, two-way deterministic machines with multiple checking stacks and multiple reversal-bounded counters are shown to have a decidable membership problem, a very general model with this property  ...  can construct a DCSACM(1) M to accept L as follows. M reads a i and stores a i in the stack. Then it reads b j and increments the counter by j.  ... 
doi:10.1007/978-3-319-62809-7_17 fatcat:xcuacfupi5h7tmla4jlhqhoozm

Benchmarking Machine Reading Comprehension: A Psychological Perspective [article]

Saku Sugawara, Pontus Stenetorp, Akiko Aizawa
2021 arXiv   pre-print
Machine reading comprehension (MRC) has received considerable attention as a benchmark for natural language understanding.  ...  However, the conventional task design of MRC lacks explainability beyond the model interpretation, i.e., reading comprehension by a model cannot be explained in human terms.  ...  Machine reading comprehension (MRC) is a task that tests the ability of a machine to read and understand unstructured text and could be the most suitable task for evaluating NLU because of its generic  ... 
arXiv:2004.01912v2 fatcat:lyypngwm4vbk7igfcjfmhkn5ja

A Machine-Learning Approach to Distinguish Passengers and Drivers Reading While Driving

Renato Torres, Orlando Ohashi, Gustavo Pessin
2019 Sensors  
We model and evaluate seven cutting-edge machine-learning techniques in different scenarios.  ...  In this paper, we propose a non-intrusive technique that uses only data from smartphone sensors and machine learning to automatically distinguish between drivers and passengers while reading a message  ...  With Jetson TX2 we were able to build, train, and test machine-learning models more efficiently.  ... 
doi:10.3390/s19143174 pmid:31330929 pmcid:PMC6679284 fatcat:kgxlefxzxrbbrjh2iml3otpwvq
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