Báo cáo khoa học: "Learning to Predict Case Markers in Japanese" doc

... Bilingual case prediction task: simulating case prediction in MT Incorporating a case prediction model into MT requires taking additional factors into consideration, compared to the monolingual ... by different case markers: both ni and de in Tokyo-ni sumu "live in Tokyo" and Tokyo-de au "meet in Tokyo" indicate the Location relation. We included 10...

Ngày tải lên: 23/03/2014, 18:20

... decreased, and the amount of training data was increased, so that in the end only the 3 best experiments used all available training data (i.e. the remaining 95%). Increasing the training data set was accomplished by ... such in an instance base in memory (rather than perform- ing some abstraction over them). After the instance base is stored, new (test) instances are classified by match...

Ngày tải lên: 17/03/2014, 06:20

... sim- ply stores all training examples in memory, with- out abstracting away from individual instances in the learning process. In contrast, our other classifier is a "greedy" learning algorithm, ... be present both in the training and the test set of a partition. We automatically generated learning instances from each word form token, extracting the values corresponding to...

Ngày tải lên: 31/03/2014, 20:20

... necessarily pareto-optimal. Algorithm 1 shows the pseudocode. In line 3, we take a point h ∗ and check if it is dominating or dominated in the for- loop (lines 4-8). At least one pareto-optimal point will ... is to loop through the list L, keeping track of any dominant points. Given a dominant point, it is easy to filter out many points that are dominated by it. After suc- cessive roun...

Ngày tải lên: 19/02/2014, 19:20

... while requiring minimal human intervention to prepare the training data. 3 Method To find translations for a given term on the Web, a promising approach is automatically learning to extract ... potentially be used to assist translators to find the most common translation for a given term, or to supplement a bilingual terminology bank (e.g., adding multilingual titles to ex...

Ngày tải lên: 19/02/2014, 19:20

... set- ting it is situated in, motivating automated learn- ing approaches to acquiring meaning. Tradi- tional accounts of learning typically rely on lin- guistic annotation (Zettlemoyer and Collins, ... tend to be interpreted as going to the north and south of landmarks, respectively. Interestingly, our sys- tem tends to move in the opposite cardinal direc- tion, i.e. the agent moves...

Ngày tải lên: 20/02/2014, 04:20

... automated by natural language dialogue sys- tems, including information seeking functions, as in timetable or banking applications, but also more complex areas such as tutoring, health coaching ... similar to ours, constisting of: generation of (limited) exploratory dialogue data, using a train- ing system; creating an MDP from these data and the rewards assigned by the training users; of...

Ngày tải lên: 20/02/2014, 12:20

... sen- tences. Venugopal et al. (2009), in the string -to- tree set- ting, attempt to soften the data-fragmentation ef- fect of the matching constraint: instead of trying to find the single derivation with the ... dynamic programming human automatic string -to- string 198,445 142,820 max nested 78,361 64,578 tree -to- string 60,939 (78%) 48,235 (75%) string -to- tree 59,274 (76%) 46,548 (7...

Ngày tải lên: 07/03/2014, 22:20