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Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing

D11-1 [bib]: Entire volume

D11-1000: Front Matter

D11-1001 [bib]: Sebastian Riedel; Andrew McCallum
Fast and Robust Joint Models for Biomedical Event Extraction

D11-1002 [bib]: Li Wang; Marco Lui; Su Nam Kim; Joakim Nivre; Timothy Baldwin
Predicting Thread Discourse Structure over Technical Web Forums

D11-1003 [bib] [attachment]: Yin-Wen Chang; Michael Collins
Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation

D11-1004 [bib]: Michel Galley; Chris Quirk
Optimal Search for Minimum Error Rate Training

D11-1005 [bib]: Shay B. Cohen; Dipanjan Das; Noah A. Smith
Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance

D11-1006 [bib]: Ryan McDonald; Slav Petrov; Keith Hall
Multi-Source Transfer of Delexicalized Dependency Parsers

D11-1007 [bib]: Wenliang Chen; Jun’ichi Kazama; Min Zhang; Yoshimasa Tsuruoka; Yujie Zhang; Yiou Wang; Kentaro Torisawa; Haizhou Li
SMT Helps Bitext Dependency Parsing

D11-1008 [bib] [attachment]: Federico Sangati; Willem Zuidema
Accurate Parsing with Compact Tree-Substitution Grammars: Double-DOP

D11-1009 [bib] [attachment]: Prodromos Malakasiotis; Ion Androutsopoulos
A Generate and Rank Approach to Sentence Paraphrasing

D11-1010 [bib]: Daniel Dahlmeier; Hwee Tou Ng
Correcting Semantic Collocation Errors with L1-induced Paraphrases

D11-1011 [bib]: Zornitsa Kozareva; Konstantin Voevodski; Shanghua Teng
Class Label Enhancement via Related Instances

D11-1012 [bib]: Vivek Srikumar; Dan Roth
A Joint Model for Extended Semantic Role Labeling

D11-1013 [bib] [attachment]: Jianxing Yu; Zheng-Jun Zha; Meng Wang; Kai Wang; Tat-Seng Chua
Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews

D11-1014 [bib] [attachment]: Richard Socher; Jeffrey Pennington; Eric H. Huang; Andrew Y. Ng; Christopher D. Manning
Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions

D11-1015 [bib]: Lanjun Zhou; Binyang Li; Wei Gao; Zhongyu Wei; Kam-Fai Wong
Unsupervised Discovery of Discourse Relations for Eliminating Intra-sentence Polarity Ambiguities

D11-1016 [bib]: Ainur Yessenalina; Claire Cardie
Compositional Matrix-Space Models for Sentiment Analysis

D11-1017 [bib]: Jason Katz-Brown; Slav Petrov; Ryan McDonald; Franz Och; David Talbot; Hiroshi Ichikawa; Masakazu Seno; Hideto Kazawa
Training a Parser for Machine Translation Reordering

D11-1018 [bib]: John DeNero; Jakob Uszkoreit
Inducing Sentence Structure from Parallel Corpora for Reordering

D11-1019 [bib]: Jiajun Zhang; Feifei Zhai; Chengqing Zong
Augmenting String-to-Tree Translation Models with Fuzzy Use of Source-side Syntax

D11-1020 [bib]: Jun Xie; Haitao Mi; Qun Liu
A novel dependency-to-string model for statistical machine translation

D11-1021 [bib] [attachment]: David Mimno; David Blei
Bayesian Checking for Topic Models

D11-1022 [bib] [attachment]: Andre Martins; Noah Smith; Mario Figueiredo; Pedro Aguiar
Dual Decomposition with Many Overlapping Components

D11-1023 [bib]: Amit Goyal; Hal Daume III
Approximate Scalable Bounded Space Sketch for Large Data NLP

D11-1024 [bib]: David Mimno; Hanna Wallach; Edmund Talley; Miriam Leenders; Andrew McCallum
Optimizing Semantic Coherence in Topic Models

D11-1025 [bib]: Yufan Guo; Anna Korhonen; Thierry Poibeau
A Weakly-supervised Approach to Argumentative Zoning of Scientific Documents

D11-1026 [bib] [attachment]: Anna Kazantseva; Stan Szpakowicz
Linear Text Segmentation Using Affinity Propagation

D11-1027 [bib]: Quang Do; Yee Seng Chan; Dan Roth
Minimally Supervised Event Causality Identification

D11-1028 [bib]: Amit Dubey; Frank Keller; Patrick Sturt
A Model of Discourse Predictions in Human Sentence Processing

D11-1029 [bib] [attachment]: Taylor Berg-Kirkpatrick; Dan Klein
Simple Effective Decipherment via Combinatorial Optimization

D11-1030 [bib]: Young-Bum Kim; João Graça; Benjamin Snyder
Universal Morphological Analysis using Structured Nearest Neighbor Prediction

D11-1031 [bib]: Michael Auli; Adam Lopez
Training a Log-Linear Parser with Loss Functions via Softmax-Margin

D11-1032 [bib]: David Hall; Dan Klein
Large-Scale Cognate Recovery

D11-1033 [bib]: Amittai Axelrod; Xiaodong He; Jianfeng Gao
Domain Adaptation via Pseudo In-Domain Data Selection

D11-1034 [bib]: Gennadi Lembersky; Noam Ordan; Shuly Wintner
Language Models for Machine Translation: Original vs. Translated Texts

D11-1035 [bib]: Chang Liu; Daniel Dahlmeier; Hwee Tou Ng
Better Evaluation Metrics Lead to Better Machine Translation

D11-1036 [bib] [attachment]: Reut Tsarfaty; Joakim Nivre; Evelina Andersson
Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation

D11-1037 [bib] [attachment]: Emily M. Bender; Dan Flickinger; Stephan Oepen; Yi Zhang
Parser Evaluation over Local and Non-Local Deep Dependencies in a Large Corpus

D11-1038 [bib]: Kristian Woodsend; Mirella Lapata
Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer Programming

D11-1039 [bib]: Yoav Artzi; Luke Zettlemoyer
Bootstrapping Semantic Parsers from Conversations

D11-1040 [bib]: Rui Yan; Liang Kong; Congrui Huang; Xiaojun Wan; Xiaoming Li; Yan Zhang
Timeline Generation through Evolutionary Trans-Temporal Summarization

D11-1041 [bib]: Yezhou Yang; Ching Teo; Hal Daume III; Yiannis Aloimonos
Corpus-Guided Sentence Generation of Natural Images

D11-1042 [bib]: Enrique Amigó; Julio Gonzalo; Jesus Gimenez; Felisa Verdejo
Corroborating Text Evaluation Results with Heterogeneous Measures

D11-1043 [bib]: Peter Rankel; John Conroy; Eric Slud; Dianne O’Leary
Ranking Human and Machine Summarization Systems

D11-1044 [bib]: Kevin Gimpel; Noah A. Smith
Quasi-Synchronous Phrase Dependency Grammars for Machine Translation

D11-1045 [bib]: Karthik Visweswariah; Rajakrishnan Rajkumar; Ankur Gandhe; Ananthakrishnan Ramanathan; Jiri Navratil
A Word Reordering Model for Improved Machine Translation

D11-1046 [bib] [attachment]: Jason Riesa; Ann Irvine; Daniel Marcu
Feature-Rich Language-Independent Syntax-Based Alignment for Statistical Machine Translation

D11-1047 [bib]: Fabien Cromieres; Sadao Kurohashi
Efficient retrieval of tree translation examples for Syntax-Based Machine Translation

D11-1048 [bib]: Bryan Rink; Sanda Harabagiu
A generative model for unsupervised discovery of relations and argument classes from clinical texts

D11-1049 [bib]: Ni Lao; Tom Mitchell; William W. Cohen
Random Walk Inference and Learning in A Large Scale Knowledge Base

D11-1050 [bib] [attachment]: Matthias Hartung; Anette Frank
Exploring Supervised LDA Models for Assigning Attributes to Adjective-Noun Phrases

D11-1051 [bib]: Weiwei Guo; Mona Diab
Semantic Topic Models: Combining Word Distributional Statistics and Dictionary Definitions

D11-1052 [bib]: Samuel Brody; Nicholas Diakopoulos
Cooooooooooooooollllllllllllll!!!!!!!!!!!!!! Using Word Lengthening to Detect Sentiment in Microblogs

D11-1053 [bib]: Deepak Agarwal; Bee-Chung Chen; Bo Pang
Personalized Recommendation of User Comments via Factor Models

D11-1054 [bib] [attachment]: Alan Ritter; Colin Cherry; William B. Dolan
Data-Driven Response Generation in Social Media

D11-1055 [bib]: Dani Yogatama; Michael Heilman; Brendan O’Connor; Chris Dyer; Bryan R. Routledge; Noah A. Smith
Predicting a Scientific Community's Response to an Article

D11-1056 [bib]: Yugo Murawaki; Sadao Kurohashi
Non-parametric Bayesian Segmentation of Japanese Noun Phrases

D11-1057 [bib] [attachment]: Markus Dreyer; Jason Eisner
Discovering Morphological Paradigms from Plain Text Using a Dirichlet Process Mixture Model

D11-1058 [bib]: Ai Azuma; Yuji Matsumoto
Multilayer Sequence Labeling

D11-1059 [bib]: Christos Christodoulopoulos; Sharon Goldwater; Mark Steedman
A Bayesian Mixture Model for PoS Induction Using Multiple Features

D11-1060 [bib]: Su Nam Kim; Preslav Nakov
Large-Scale Noun Compound Interpretation Using Bootstrapping and the Web as a Corpus

D11-1061 [bib]: Fabio Massimo Zanzotto; Marco Pennaccchiotti; Kostas Tsioutsiouliklis
Linguistic Redundancy in Twitter

D11-1062 [bib]: Matteo Negri; Luisa Bentivogli; Yashar Mehdad; Danilo Giampiccolo; Alessandro Marchetti
Divide and Conquer: Crowdsourcing the Creation of Cross-Lingual Textual Entailment Corpora

D11-1063 [bib]: Peter Turney; Yair Neuman; Dan Assaf; Yohai Cohen
Literal and Metaphorical Sense Identification through Concrete and Abstract Context

D11-1064 [bib]: Denis Filimonov; Mary Harper
Syntactic Decision Tree LMs: Random Selection or Intelligent Design?

D11-1065 [bib]: Keith Vertanen; Per Ola Kristensson
The Imagination of Crowds: Conversational AAC Language Modeling using Crowdsourcing and Large Data Sources

D11-1066 [bib]: Alessandro Moschitti; Jennifer Chu-carroll; Siddharth Patwardhan; James Fan; Giuseppe Riccardi
Using Syntactic and Semantic Structural Kernels for Classifying Definition Questions in Jeopardy!

D11-1067 [bib]: Spence Green; Marie-Catherine de Marneffe; John Bauer; Christopher D. Manning
Multiword Expression Identification with Tree Substitution Grammars: A Parsing tour de force with French

D11-1068 [bib]: Amal Al-Saif; Katja Markert
Modelling Discourse Relations for Arabic

D11-1069 [bib]: Ashequl Qadir; Ellen Riloff
Classifying Sentences as Speech Acts in Message Board Posts

D11-1070 [bib] [attachment]: Richard Farkas
Learning Local Content Shift Detectors from Document-level Information

D11-1071 [bib]: Zheng Chen; Heng Ji
Collaborative Ranking: A Case Study on Entity Linking

D11-1072 [bib]: Johannes Hoffart; Mohamed Amir Yosef; Ilaria Bordino; Hagen Fürstenau; Manfred Pinkal; Marc Spaniol; Bilyana Taneva; Stefan Thater; Gerhard Weikum
Robust Disambiguation of Named Entities in Text

D11-1073 [bib]: Lukas Michelbacher; Alok Kothari; Martin Forst; Christina Lioma; Hinrich Schütze
A Cascaded Classification Approach to Semantic Head Recognition

D11-1074 [bib]: Swapna Gottipati; Jing Jiang
Linking Entities to a Knowledge Base with Query Expansion

D11-1075 [bib]: Cane Wing-ki Leung; Jing Jiang; Kian Ming A. Chai; Hai Leong Chieu; Loo-Nin Teow
Unsupervised Information Extraction with Distributional Prior Knowledge

D11-1076 [bib]: Stijn De Saeger; Kentaro Torisawa; Masaaki Tsuchida; Jun’ichi Kazama; Chikara Hashimoto; Ichiro Yamada; Jong Hoon Oh; Istvan Varga; Yulan Yan
Relation Acquisition using Word Classes and Partial Patterns

D11-1077 [bib]: Yulia Tsvetkov; Shuly Wintner
Identification of Multi-word Expressions by Combining Multiple Linguistic Information Sources

D11-1078 [bib]: Xabier Saralegi; Iker Manterola; Iñaki San Vicente
Analyzing Methods for Improving Precision of Pivot Based Bilingual Dictionaries

D11-1079 [bib]: Yang Gao; Philipp Koehn; Alexandra Birch
Soft Dependency Constraints for Reordering in Hierarchical Phrase-Based Translation

D11-1080 [bib]: Christof Monz
Statistical Machine Translation with Local Language Models

D11-1081 [bib]: Xinyan Xiao; Yang Liu; Qun Liu; Shouxun Lin
Fast Generation of Translation Forest for Large-Scale SMT Discriminative Training

D11-1082 [bib]: J. Scott McCarley; Abraham Ittycheriah; Salim Roukos; Bing Xiang; Jian-ming Xu
A Correction Model for Word Alignments

D11-1083 [bib]: Andrea Gesmundo; James Henderson
Heuristic Search for Non-Bottom-Up Tree Structure Prediction

D11-1084 [bib]: Zhengxian Gong; Min Zhang; Guodong Zhou
Cache-based Document-level Statistical Machine Translation

D11-1085 [bib]: Zhifei Li; Ziyuan Wang; Jason Eisner; Sanjeev Khudanpur; Brian Roark
Minimum Imputed-Risk: Unsupervised Discriminative Training for Machine Translation

D11-1086 [bib]: Jagadeesh Jagarlamudi; Raghavendra Udupa; Hal Daume III; Abhijit Bhole
Improving Bilingual Projections via Sparse Covariance Matrices

D11-1087 [bib]: Moshe Dubiner; Yoram Singer
Entire Relaxation Path for Maximum Entropy Problems

D11-1088 [bib]: Chao Shen; Tao Li
A Non-negative Matrix Factorization Based Approach for Active Dual Supervision from Document and Word Labels

D11-1089 [bib]: Nobuhiro Kaji; Masaru Kitsuregawa
Splitting Noun Compounds via Monolingual and Bilingual Paraphrasing: A Study on Japanese Katakana Words

D11-1090 [bib]: Weiwei Sun; Jia Xu
Enhancing Chinese Word Segmentation Using Unlabeled Data

D11-1091 [bib]: Kirk Roberts; Sanda Harabagiu
Unsupervised Learning of Selectional Restrictions and Detection of Argument Coercions

D11-1092 [bib]: Ziqi Zhang; Anna Lisa Gentile; Fabio Ciravegna
Harnessing different knowledge sources to measure semantic relatedness under a uniform model

D11-1093 [bib]: Tong Wang; Graeme Hirst
Refining the Notions of Depth and Density in WordNet-based Semantic Similarity Measures

D11-1094 [bib] [attachment]: Tim Van de Cruys; Thierry Poibeau; Anna Korhonen
Latent Vector Weighting for Word Meaning in Context

D11-1095 [bib]: Lin Sun; Anna Korhonen
Hierarchical Verb Clustering Using Graph Factorization

D11-1096 [bib]: Danilo Croce; Alessandro Moschitti; Roberto Basili
Structured Lexical Similarity via Convolution Kernels on Dependency Trees

D11-1097 [bib]: Diarmuid Ó Séaghdha; Anna Korhonen
Probabilistic models of similarity in syntactic context

D11-1098 [bib]: Dipak L. Chaudhari; Om P. Damani; Srivatsan Laxman
Lexical Co-occurrence, Statistical Significance, and Word Association

D11-1099 [bib]: Altaf Rahman; Vincent Ng
Learning the Information Status of Noun Phrases in Spoken Dialogues

D11-1100 [bib]: Balamurali AR; Aditya Joshi; Pushpak Bhattacharyya
Harnessing WordNet Senses for Supervised Sentiment Classification

D11-1101 [bib]: Song Feng; Ritwik Bose; Yejin Choi
Learning General Connotation of Words using Graph-based Algorithms

D11-1102 [bib]: Marco Dinarelli; Sophie Rosset
Hypotheses Selection Criteria in a Reranking Framework for Spoken Language Understanding

D11-1103 [bib]: Anoop Deoras; Tomas Mikolov; Kenneth Church
A Fast Re-scoring Strategy to Capture Long-Distance Dependencies

D11-1104 [bib]: Puyang Xu; Asela Gunawardana; Sanjeev Khudanpur
Efficient Subsampling for Training Complex Language Models

D11-1105 [bib]: Peng Li; Yinglin Wang; Wei Gao; Jing Jiang
Generating Aspect-oriented Multi-Document Summarization with Event-aspect model

D11-1106 [bib]: Yue Zhang; Stephen Clark
Syntax-Based Grammaticality Improvement using CCG and Guided Search

D11-1107 [bib]: Jette Viethen; Robert Dale; Markus Guhe
Generating Subsequent Reference in Shared Visual Scenes: Computation vs Re-Use

D11-1108 [bib]: Juri Ganitkevitch; Chris Callison-Burch; Courtney Napoles; Benjamin Van Durme
Learning Sentential Paraphrases from Bilingual Parallel Corpora for Text-to-Text Generation

D11-1109 [bib]: Zhenghua Li; Min Zhang; Wanxiang Che; Ting Liu; Wenliang Chen; Haizhou Li
Joint Models for Chinese POS Tagging and Dependency Parsing

D11-1110 [bib]: Wenbin Jiang; Qun Liu; Yajuan Lv
Relaxed Cross-lingual Projection of Constituent Syntax

D11-1111 [bib]: Nikhil Dinesh; Aravind Joshi; Insup Lee
Computing Logical Form on Regulatory Texts

D11-1112 [bib]: Mark-Jan Nederhof; Giorgio Satta
Computation of Infix Probabilities for Probabilistic Context-Free Grammars

D11-1113 [bib]: Enrique Henestroza Anguiano; Marie Candito
Parse Correction with Specialized Models for Difficult Attachment Types

D11-1114 [bib]: Shay B. Cohen; Carlos Gómez-Rodríguez; Giorgio Satta
Exact Inference for Generative Probabilistic Non-Projective Dependency Parsing

D11-1115 [bib]: Emily Thomforde; Mark Steedman
Semi-supervised CCG Lexicon Extension

D11-1116 [bib] [attachment]: Stephen Tratz; Eduard Hovy
A Fast, Accurate, Non-Projective, Semantically-Enriched Parser

D11-1117 [bib]: Valentin I. Spitkovsky; Hiyan Alshawi; Daniel Jurafsky
Lateen EM: Unsupervised Training with Multiple Objectives, Applied to Dependency Grammar Induction

D11-1118 [bib]: Valentin I. Spitkovsky; Hiyan Alshawi; Angel X. Chang; Daniel Jurafsky
Unsupervised Dependency Parsing without Gold Part-of-Speech Tags

D11-1119 [bib]: Wei Xu; Joel Tetreault; Martin Chodorow; Ralph Grishman; Le Zhao
Exploiting Syntactic and Distributional Information for Spelling Correction with Web-Scale N-gram Models

D11-1120 [bib] [attachment]: John D. Burger; John Henderson; George Kim; Guido Zarrella
Discriminating Gender on Twitter

D11-1121 [bib]: Roy Bar-Haim; Elad Dinur; Ronen Feldman; Moshe Fresko; Guy Goldstein
Identifying and Following Expert Investors in Stock Microblogs

D11-1122 [bib]: Joel Lang; Mirella Lapata
Unsupervised Semantic Role Induction with Graph Partitioning

D11-1123 [bib]: Yuanbin Wu; Qi Zhang; Xuanjing Huang; Lide Wu
Structural Opinion Mining for Graph-based Sentiment Representation

D11-1124 [bib]: Rui Yan; Jian-Yun Nie; Xiaoming Li
Summarize What You Are Interested In: An Optimization Framework for Interactive Personalized Summarization

D11-1125 [bib]: Mark Hopkins; Jonathan May
Tuning as Ranking

D11-1126 [bib]: Ashish Venugopal; Jakob Uszkoreit; David Talbot; Franz Och; Juri Ganitkevitch
Watermarking the Outputs of Structured Prediction with an application in Statistical Machine Translation.

D11-1127 [bib]: Gonzalo Iglesias; Cyril Allauzen; William Byrne; Adrià de Gispert; Michael Riley
Hierarchical Phrase-based Translation Representations

D11-1128 [bib]: Ali El Kahki; Kareem Darwish; Ahmed Saad El Din; Mohamed Abd El-Wahab; Ahmed Hefny; Waleed Ammar
Improved Transliteration Mining Using Graph Reinforcement

D11-1129 [bib] [attachment]: Edward Grefenstette; Mehrnoosh Sadrzadeh
Experimental Support for a Categorical Compositional Distributional Model of Meaning

D11-1130 [bib]: Joseph Reisinger; Raymond Mooney
Cross-Cutting Models of Lexical Semantics

D11-1131 [bib] [attachment]: Benjamin Börschinger; Bevan K. Jones; Mark Johnson
Reducing Grounded Learning Tasks To Grammatical Inference

D11-1132 [bib]: Chang Wang; James Fan; Aditya Kalyanpur; David Gondek
Relation Extraction with Relation Topics

D11-1133 [bib]: Marjorie Freedman; Lance Ramshaw; Elizabeth Boschee; Ryan Gabbard; Gary Kratkiewicz; Nicolas Ward; Ralph Weischedel
Extreme Extraction – Machine Reading in a Week

D11-1134 [bib]: Thahir Mohamed; Estevam Hruschka; Tom Mitchell
Discovering Relations between Noun Categories

D11-1135 [bib]: Limin Yao; Aria Haghighi; Sebastian Riedel; Andrew McCallum
Structured Relation Discovery using Generative Models

D11-1136 [bib]: Burr Settles
Closing the Loop: Fast, Interactive Semi-Supervised Annotation With Queries on Features and Instances

D11-1137 [bib]: Katsuhiko Hayashi; Taro Watanabe; Masayuki Asahara; Yuji Matsumoto
Third-order Variational Reranking on Packed-Shared Dependency Forests

D11-1138 [bib]: Keith Hall; Ryan McDonald; Jason Katz-Brown; Michael Ringgaard
Training dependency parsers by jointly optimizing multiple objectives

D11-1139 [bib]: Andre Martins; Noah Smith; Mario Figueiredo; Pedro Aguiar
Structured Sparsity in Structured Prediction

D11-1140 [bib]: Tom Kwiatkowski; Luke Zettlemoyer; Sharon Goldwater; Mark Steedman
Lexical Generalization in CCG Grammar Induction for Semantic Parsing

D11-1141 [bib]: Alan Ritter; Sam Clark; Mausam; Oren Etzioni
Named Entity Recognition in Tweets: An Experimental Study

D11-1142 [bib]: Anthony Fader; Stephen Soderland; Oren Etzioni
Identifying Relations for Open Information Extraction

D11-1143 [bib]: Florian Laws; Christian Scheible; Hinrich Schütze
Active Learning with Amazon Mechanical Turk

D11-1144 [bib]: Duangmanee Putthividhya; Junling Hu
Bootstrapped Named Entity Recognition for Product Attribute Extraction

D11-1145 [bib]: Eiji ARAMAKI; Sachiko MASKAWA; Mizuki MORITA
Twitter Catches The Flu: Detecting Influenza Epidemics using Twitter

D11-1146 [bib]: Zhiyuan Liu; Xinxiong Chen; Maosong Sun
A Simple Word Trigger Method for Social Tag Suggestion

D11-1147 [bib]: Vahed Qazvinian; Emily Rosengren; Dragomir R. Radev; Qiaozhu Mei
Rumor has it: Identifying Misinformation in Microblogs

D11-1148 [bib]: Sze-Meng Jojo Wong; Mark Dras
Exploiting Parse Structures for Native Language Identification

D11-1149 [bib]: Wei Lu; Hwee Tou Ng
A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions