This book retraces the history of macroeconomics from Keynes's General Theory to the present. Central to it is the contrast between a Keynesian era and a Lucasian - or dynamic stochastic general equilibrium (DSGE) - era, each ruled by distinct methodological standards. In the Keynesian era, the book studies the following theories: Keynesian macroeconomics, monetarism, disequilibrium macro (Patinkin, Leijongufvud, and Clower) non-Walrasian equilibrium models, and first-generation new Keynesian models. Three stages are identified in the DSGE era: new classical macro (Lucas), RBC modelling, and second-generation new Keynesian modeling. The book also examines a few selected works aimed at presenting alternatives to Lucasian macro. While not eschewing analytical content, Michel De Vroey focuses on substantive assessments, and the models studied are presented in a pedagogical and vivid yet critical way.

The 1990s saw a paradigm change in the use of corpus-driven methods in NLP. In the field of multilingual NLP (such as machine translation and terminology mining) this implied the use of parallel corpora. However, parallel resources are relatively scarce: many more texts are produced daily by native speakers of any given language than translated. This situation resulted in a natural drive towards the use of comparable corpora, i.e. non-parallel texts in the same domain or genre. Nevertheless, this research direction has not produced a single authoritative source suitable for researchers and students coming to the field. The proposed volume provides a reference source, identifying the state of the art in the field as well as future trends. The book is intended for specialists and students in natural language processing, machine translation and computer-assisted translation.

Thomas Piketty's book Capital in the 21st Century has already attracted more serious attention than any economics book published in the last seventy-five years. This collection of 17 essays by some of the world's most prominent economists explores Piketty's book at depth and from various vantage points. Here is what economists around the world are already saying about this book. "Marx's Capital is strong on theory but, it detractors allege, weak on data. In a dialectic worthy of Hegel himself, the critics assembled here argue that Piketty's Capital stands opposite to Marx's, as strong on data but weak on theory. This combination--plus its exquisite timing--explains it critical acclaim. The juxtaposition of economic stagnation and obscene inequality in the aftermath of the financial crisis made it impossible for mainstream economists to continue ignoring inequality, let alone applauding it as they have done for so long. Piketty made it possible for them to acknowledge it without abandoning their comforting but false mainstream theories of capitalism. These authors in this volume applaud Piketty for his contribution to empirical knowledge, but reject his views on how this inequality came about. The true Capital for the 21st century is still yet to be written." - Steve Keen, Kingston University, London "Neoclassical economics spawned a utopian belief in capitalism with unregulated market forces. Thomas Piketty's empirical analysis has dealt a fatal blow to that belief by highlighting the recent huge redistributions of income and wealth to the ultra-rich. This raises a fundamental question for people around the world: How do we achieve a better world through economic policies? This global collection addresses that question and explores theoretical explanations for Piketty's empirical findings." - Ping Chen, Fudan University and Peking University, China "Are the theoretical explanations proposed by Thomas Piketty of the rising inequalities valid? What is the meaning of his first and second "laws" of capitalism? This book is indispensable for anyone seeking answers to these questions." - Andre Orlean, Ecole des Hautes Etudes en Sciences Sociales, Paris "By examining Thomas Piketty's Capital in the Twenty-First Century from different angles, the 18 contributors to this invaluable book add enormously to our understanding of inequality and of policy options for reducing it. They point to the lack of a distinction between rentier income and earned income, to the severe limits of marginal productivity theory that Piketty employs and to the utopian nature of Piketty's only suggested remedy. - Norbert Haering, Economics Editor, Handelsblatt, Germany "Piketty's book Capital in the Twentieth Century served the cause of drawing the world's attention to inequality under capitalism in the long haul, based on a fresh and innovative look at new evidence. This book serves that cause even better by focusing on the inadequacies of Piketty's analysis of the processes and mechanisms leading to that inequality, and, therefore, on what needs to be done to address it." - C. P. Chandrasekhar, Jawaharlal Nehru University, New Delhi "Thomas Piketty's Capital in the Twenty-First Century was the publishing sensation of 2104, focussing the world's attention on the huge and continuing growth in inequality that poses a serious economic, political and social threat to us all. In this important new book, 18 economists from Europe, North America and Asia offer sympathetic but critical appraisals of Piketty's theoretical framework, his empirical analysis and his radical policy proposals. This is not the last word on Piketty - whatever could be? - but it is indispensable reading for everyone who is interested in one of the most important challenges of our time." - John King, La Trobe University, Australia