107
Voted
EMNLP
2011
14 years 1 months ago
2011
We present a data-driven approach to generating responses to Twitter status posts, based on phrase-based Statistical Machine Translation. We find that mapping conversational stim...
92
Voted
EMNLP
2011
14 years 1 months ago
2011
153
Voted
EMNLP
2011
14 years 1 months ago
2011
Linear models have enjoyed great success in structured prediction in NLP. While a lot of progress has been made on efficient training with several loss functions, the problem of ...
160
Voted
EMNLP
2011
14 years 1 months ago
2011
Log-linear parsing models are often trained by optimizing likelihood, but we would prefer to optimise for a task-specific metric like Fmeasure. Softmax-margin is a convex objecti...
114
Voted
EMNLP
2011
14 years 1 months ago
2011
87
Voted
EMNLP
2011
14 years 1 months ago
2011
85
Voted
EMNLP
2011
14 years 1 months ago
2011
143
Voted
EMNLP
2011
14 years 1 months ago
2011
We consider the problem of performing learning and inference in a large scale knowledge base containing imperfect knowledge with incomplete coverage. We show that a soft inference...
94
Voted
EMNLP
2011
14 years 1 months ago
2011
149
Voted
EMNLP
2011
14 years 1 months ago
2011
Previous work has shown that high quality phrasal paraphrases can be extracted from bilingual parallel corpora. However, it is not clear whether bitexts are an appropriate resourc...