AD3: A Fast Decoder for Structured Prediction

This chapter contains sections titled: 3.1 Introduction, 3.2 Factor Graphs and MAP Decoding, 3.3 Factor Graphs for NLP, 3.4 LP-MAP Decoding, 3.5 Alternating Directions Dual Decomposition (AD3), 3.6 Local Subproblems in AD3, 3.7 Experiments, 3.8 Related Work, 3.9 Conclusions, Acknowledgments, 3.10 References