Label sequence
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Publications (57)

1Combining Statistical and KnowledgeBased Spoken Language Understanding in Conditional Modelsthat assign the conditional probability of a state (label) sequence 1s τ with respect to a vector of features 1 1( )f...

2Distortion Model Considering Rich Context for Statistical Machine Translationimproved model, considers richer context by identifying the label sequence that specify the span from the CP to the NP. It enables...

3Efficient Staggered Decoding for Sequence Labelingin sequence labeling is how to find the most probable label sequence from among all possible ones. This task, referred to...

4Scaling Conditional Random Fields Using ErrorCorrecting Codesdecoding, these models are combined to produce a predicted label sequence which is resilient to errors by individual models. ...

5Using Conditional Random Fields to Predict Pitch Accents in Conversational Speech2004  Michelle Gregory,Yasemin AltunThey define a conditional probability distribution of a label sequence y given an observation sequence x. In this paper, x =...

6Joint Learning Improves Semantic Role Labelingindependent classifiers, possibly combined with separate label sequence models via Viterbi decoding. This stands in stark contrast...

7Resume Information Extraction with Cascaded Hybrid Modelt2,…, tn, where ti is a block. Assuming the expected label sequence of T is L=l1, l2,…, ln, with each block being assigned...

8Do Automatic Annotation Techniques Have Any Impact on Supervised Complex Question Answering?Dekang Lin’s HMM package6 to generate the most probable label sequence given the model parameters and the observation sequence...

9SemiSupervised Active Learning for Sequence Labeling2009  Katrin Tomanek,Udo Hahnscores: Z~λ(~x) = ∑ y∈Y αn(y~x) (6) The most likely label sequence ~y ∗ = argmax ~y∈Yn exp ( n∑ j=1 m∑ i=1 λifi(yj−1...

10A Twostep Approach to Sentence Compression of Spoken Utterancessequence X1, X2, ..., Xn, and our task is to find the best label sequence Y1, Y2, ..., Yn where Yi is one of the three labels....