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Representation Learning for Natural Language Processing
This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for those objects that are closely related to NLP, including entity-based world knowledge, sememe-based linguistic knowledge, networks, and cross-modal entries. Lastly, Part III provides open resource tools for representation learning techniques, and discusses the remaining challenges and future research directions. The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. This book is intended for advanced undergraduate and graduate students, post-doctoral fellows, researchers, lecturers, and industrial engineers, as well as anyone interested in representation learning and natural language processing.
Advances in Information Retrieval
The NSF Center for Intelligent Information Retrieval (CIIR) was formed in the Computer Science Department of the University of Massachusetts, Amherst, in 1992. Through its efforts in basic research, applied research, and technology transfer, the CIIR has become known internationally as one of the leading research groups in the area of information retrieval. The CIIR focuses on research that results in more effective and efficient access and discovery in large, heterogeneous, distributed text and multimedia databases. The scope of the work that is done in the CIIR is broad and goes significantly beyond `traditional' areas of information retrieval such as retrieval models, cross-lingual search...
The Space Between the Stars
Set in a universe devastated by a deadly virus, The Space between the Stars by Anne Corlett is an enthralling novel of love, the choices we make, and what it means to be human. It's also a dramatic road-trip across the stars, as a woman journeys across a plague-ravaged universe to the place she once called home, and the man she once loved. How far would you travel to find your way home? Jamie Allenby wakes, alone, and realizes her fever has broken. But could everyone she knows be dead? Months earlier, Jamie had left her partner Daniel, mourning the miscarriage of their baby. She’d just had to get away, so took a job on a distant planet. Then the virus hit. Jamie survived as it swept throug...
Looking for Mr. Goodfrog
A Fact About Frogging With new species discovered every day, it’s hard to find a rule to catch a good frog, except to say that when it comes to frogs there are no rules at all. Karrie Kline had kissed her share of frogs. But when it came to finding her prince her pond was dry.
You Have To Kiss A Lot Of Frogs
Tales from the dating pond 'It only takes one.' 'There are a lot of other fish in the sea.' 'Every pot has a cover.' 'When it's your time, it will just happen.' Ugh! Karrie Kline had heard it all. But her search for the perfect man had never been all that pressing until her laugh lines became more noticeable, she attended one too many bridal showers and woke up next to far too many never–gonna–commit men. Suddenly, she realised that finding someone to love (and who actually loved her back) was important. Karrie wanted more. But knowing what she wanted, and actually getting what she wanted well, that was a lot to think about. Join Karrie as she looks back at over fifteen years of dating i...
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Good Frog Hunting
Good Frog Hunting Laurie Graff A Fact About Frogging: With new species discovered every day, it's hard to find a rule to catch a good frog, except to say that when it comes to frogs there are no rules at all! Mr. Right = single, intelligent, attractive, funny, successful, non–commitment–phobic male Mr. Goodfrog = single male Karrie Kline has dated her share of frogs. There was the frog who could never make a decision, the toad who claimed to be single and the (horny) toad who couldn't commit to anything more than an after–dinner roll on the lily–pad. Fed up with looking for one good frog in the giant pond, the aspiring actress decides to at least make the best of her bad dating stories. Before she knows it, Karrie's one–woman show is a success–well, an off–off–Broadway success. And now all her past frogs are hopping out of the woodwork. Has Karrie's quest to put her bad–date Karma to good use turned her into a dating pariah? Hey, it's not as if she's waiting for Mr. Right anymore. She's just looking for Mr. Goodfrog... 'I never knew bad dates could be so good.'–Kelly Ripa on You Have to Kiss a Lot of Frogs
How I Learned to Cook
A collection of writings by women on the tangled bonds they share with their(often) less-than-perfect mothers. Every woman has something to say on the subject of her mother. In fact, many of us spend our lives trying to figure out just how we are like-or unlike-them. And yet, as intricate as the ties that bind mothers and daughters can be, most women never let go of the desire to really know their mothers. In How I Learned to Cook and Other Writings on Complex Mother-Daughter Relationships, women authors explore what is perhaps the most complicated of family relationships. In this elegant collection of writings, daughters describe their relationships with mothers whose own lives sometimes stood in the way of their ability to fill society's ideal of what a good mother should be. With critically acclaimed authors-including Jamaica Kincaid, Paula Fox, and Alice Walker-sharing the page with emerging writers, How I Learned to Cook proves that every daughter has much to discover and understand about her mother.
