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Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics

CONFERENCE PROGRAM

Program Overview

Monday, June 1, 2009

9:00–10:10Plenary Session – Invited Talk by Antonio Torralba: Understanding Visual Scenes
10:40–11:20Session 1A: Semantics
Session 1B: Multilingual Processing / Morphology and Phonology
Session 1C: Syntax and Parsing
Student Research Workshop Session 1
2:00–3:30Short Paper Presentations:
Session 2A: Machine Translation
Session 2B: Information Retrieval / Information Extraction / Sentiment
Session 2C: Dialog / Speech / Semantics
Student Research Workshop Session 2
4:00–5:40Session 3A: Machine Translation
Session 3B: Semantics
Session 3C: Information Retrieval
Student Research Workshop Session 3
6:30–9:30Poster and Demo Session
Student Research Workshop Poster Session

Tuesday, June 2, 2009

9:00-10:10Plenary Session: Paper Award Presentations
10:10–11:40Session 4A: Machine Translation
Session 4B: Sentiment Analysis / Information Extraction
Session 4C: Machine Learning / Morphology and Phonology
2:00–3:30Short Paper Presentations:
Session 5A: Machine Translation / Generation / Semantics
Session 5B: Machine Learning / Syntax
Session 5C: SPECIAL SESSION – Speech Indexing and Retrieval
4:00–5:15Session 6A: Syntax and Parsing
Session 6B: Discourse and Summarization
Session 6C: Spoken Language Systems

Wednesday, June 3, 2009

9:00–10:10Plenary Session – Invited Talk by Dan Jurafsky: Ketchup, Espresso, and Chocolate Chip Cookies: Travels in the Language of Food
10:40–12:20Session 7A: Machine Translation
Session 7B: Speech Recognition and Language Modeling
Session 7C: Sentiment Analysis
12:40-1:40Panel Discussion: Emerging Application Areas in Computational Linguistics
1:40–2:30NAACL Business Meeting
2:30–3:45Session 8A: Large-scale NLP
Session 8B: Syntax and Parsing
Session 8C: Discourse and Summarization
4:15–5:30Session 9A: Machine Learning
Session 9B: Dialog Systems
Session 9C: Syntax and Parsing

Program

Monday, June 1, 2009

 Plenary Session
9:00–10:10Welcome and Invited Talk: Understanding Visual Scenes
Antonio Torralba
10:10–10:40Break
 Session 1A: Semantics
10:40–11:05Subjectivity Recognition on Word Senses via Semi-supervised Mincuts
Fangzhong Su and Katja Markert
11:05–11:30Integrating Knowledge for Subjectivity Sense Labeling
Yaw Gyamfi, Janyce Wiebe, Rada Mihalcea and Cem Akkaya
11:30–11:55A Study on Similarity and Relatedness Using Distributional and WordNet-based Approaches
Eneko Agirre, Enrique Alfonseca, Keith Hall, Jana Kravalova, Marius Pasca and Aitor Soroa
11:55–12:20A Fully Unsupervised Word Sense Disambiguation Method Using Dependency Knowledge
Ping Chen, Wei Ding, Chris Bowes and David Brown
 Session 1B: Multilingual Processing / Morphology and Phonology
10:40–11:05Learning Phoneme Mappings for Transliteration without Parallel Data
Sujith Ravi and Kevin Knight
11:05–11:30A Corpus-Based Approach for the Prediction of Language Impairment in Monolingual English and Spanish-English Bilingual Children
Keyur Gabani, Melissa Sherman, Thamar Solorio, Yang Liu, Lisa Bedore and Elizabeth Peña
11:30–11:55A Discriminative Latent Variable Chinese Segmenter with Hybrid Word/Character Information
Xu Sun, Yaozhong Zhang, Takuya Matsuzaki, Yoshimasa Tsuruoka and Jun’ichi Tsujii
11:55–12:20Improved Reconstruction of Protolanguage Word Forms
Alexandre Bouchard-Côté, Thomas L. Griffiths and Dan Klein
 Session 1C: Syntax and Parsing
10:40–11:05Shared Logistic Normal Distributions for Soft Parameter Tying in Unsupervised Grammar Induction
Shay Cohen and Noah A. Smith
11:05–11:30Adding More Languages Improves Unsupervised Multilingual Part-of-Speech Tagging: a Bayesian Non-Parametric Approach
Benjamin Snyder, Tahira Naseem, Jacob Eisenstein and Regina Barzilay
11:30–11:55Efficiently Parsable Extensions to Tree-Local Multicomponent TAG
Rebecca Nesson and Stuart Shieber
11:55–12:20Improving Unsupervised Dependency Parsing with Richer Contexts and Smoothing
William P. Headden III, Mark Johnson and David McClosky
 Student Research Workshop Session 1:
+ Note: all student research workshop papers are located in the Companion volume of the proceedings
10:40–11:10Classifier Combination Techniques Applied to Coreference Resolution
Smita Vemulapalli, Xiaoqiang Luo, John F. Pitrelli and Imed Zitouni
11:15–11:45Solving the "Who’s Mark Johnson Puzzle": Information Extraction Based Cross Document Coreference
Jian Huang, Sarah M. Taylor, Jonathan L. Smith, Konstantinos A. Fotiadis and C. Lee Giles
11:50–12:20Exploring Topic Continuation Follow-up Questions using Machine Learning
Manuel Kirschner and Raffaella Bernardi
12:20–2:00Lunch Break
 Session 2A: Short Paper Presentations: Machine Translation
+ Note: all short papers are located in the Companion volume of the proceedings
2:00–2:15Cohesive Constraints in A Beam Search Phrase-based Decoder
Nguyen Bach, Stephan Vogel and Colin Cherry
2:15–2:30Revisiting Optimal Decoding for IBM Machine Translation Model 4
James Clarke and Sebastian Riedel
2:30–2:45Efficient Extraction of Oracle-best Translations from Hypergraphs
Zhifei Li and Sanjeev Khudanpur
2:45–3:00Semantic Roles for SMT: A Hybrid Two-Pass Model
Dekai Wu and Pascale Fung
3:00–3:15Comparison of Extended Lexicon Models in Search and Rescoring for SMT
Saša Hasan and Hermann Ney
3:15–3:30Simplex Armijo Downhill Algorithm for Optimizing Statistical Machine Translation System Parameters
Bing Zhao and Shengyuan Chen
 Session 2B: Short Paper Presentations: Information Retrieval / Information Extraction / Sentiment
+ Note: all short papers are located in the Companion volume of the proceedings
2:00–2:15Translation Corpus Source and Size in Bilingual Retrieval
Paul McNamee, James Mayfield and Charles Nicholas
2:15–2:30Large-scale Computation of Distributional Similarities for Queries
Enrique Alfonseca, Keith Hall and Silvana Hartmann
2:30–2:45Text Categorization from Category Name via Lexical Reference
Libby Barak, Ido Dagan and Eyal Shnarch
2:45–3:00Identifying Types of Claims in Online Customer Reviews
Shilpa Arora, Mahesh Joshi and Carolyn Rose
3:00–3:15Towards Automatic Image Region Annotation - Image Region Textual Coreference Resolution
Emilia Apostolova and Dina Demner-Fushman
3:15–3:30TESLA: A Tool for Annotating Geospatial Language Corpora
Nate Blaylock, Bradley Swain and James Allen
 Session 2C: Short Paper Presentations: Dialog / Speech / Semantics
+ Note: all short papers are located in the Companion volume of the proceedings
2:00–2:15Modeling Dialogue Structure with Adjacency Pair Analysis and Hidden Markov Models
Kristy Elizabeth Boyer, Robert Phillips, Eun Young Ha, Michael Wallis, Mladen Vouk and James Lester
2:15–2:30Towards Natural Language Understanding of Partial Speech Recognition Results in Dialogue Systems
Kenji Sagae, Gwen Christian, David DeVault and David Traum
2:30–2:45Spherical Discriminant Analysis in Semi-supervised Speaker Clustering
Hao Tang, Stephen Chu and Thomas Huang
2:45–3:00Learning Bayesian Networks for Semantic Frame Composition in a Spoken Dialog System
Marie-Jean Meurs, Fabrice Lefèvre and Renato De Mori
3:00–3:15Evaluation of a System for Noun Concepts Acquisition from Utterances about Images (SINCA) Using Daily Conversation Data
Yuzu Uchida and Kenji Araki
3:15–3:30Web and Corpus Methods for Malay Count Classifier Prediction
Jeremy Nicholson and Timothy Baldwin
 Student Research Workshop Session 2
+ Note: all student research workshop papers are located in the Companion volume of the proceedings
2:00–2:30Sentence Realisation from Bag of Words with Dependency Constraints
Karthik Gali and Sriram Venkatapathy
2:35–3:05Using Language Modeling to Select Useful Annotation Data
Dmitriy Dligach and Martha Palmer
3:30–4:00Break
 Session 3A: Machine Translation
4:00–4:25Context-Dependent Alignment Models for Statistical Machine Translation
Jamie Brunning, Adrià de Gispert and William Byrne
4:25–4:50Graph-based Learning for Statistical Machine Translation
Andrei Alexandrescu and Katrin Kirchhoff
4:50–5:15Intersecting Multilingual Data for Faster and Better Statistical Translations
Yu Chen, Martin Kay and Andreas Eisele
5:15–5:40No Presentation
 Session 3B: Semantics
4:00–4:25Without a ’doubt’? Unsupervised Discovery of Downward-Entailing Operators
Cristian Danescu-Niculescu-Mizil, Lillian Lee and Richard Ducott
4:25–4:50The Role of Implicit Argumentation in Nominal SRL
Matthew Gerber, Joyce Chai and Adam Meyers
4:50–5:15Jointly Identifying Predicates, Arguments and Senses using Markov Logic
Ivan Meza-Ruiz and Sebastian Riedel
5:15–5:40Structured Generative Models for Unsupervised Named-Entity Clustering
Micha Elsner, Eugene Charniak and Mark Johnson
 Session 3C: Information Retrieval
4:00–4:25Hierarchical Dirichlet Trees for Information Retrieval
Gholamreza Haffari and Yee Whye Teh
4:25–4:50Phrase-Based Query Degradation Modeling for Vocabulary-Independent Ranked Utterance Retrieval
J. Scott Olsson and Douglas W. Oard
4:50–5:15Japanese Query Alteration Based on Lexical Semantic Similarity
Masato Hagiwara and Hisami Suzuki
5:15–5:40Context-based Message Expansion for Disentanglement of Interleaved Text Conversations
Lidan Wang and Douglas W. Oard
 Student Research Workshop Session 3
+ Note: all student research workshop papers are located in the Companion volume of the proceedings
4:00–4:30Pronunciation Modeling in Spelling Correction for Writers of English as a Foreign Language
Adriane Boyd
4:35–5:05Building a Semantic Lexicon of English Nouns via Bootstrapping
Ting Qian, Benjamin Van Durme and Lenhart Schubert
5:10–5:40Multiple Word Alignment with Profile Hidden Markov Models
Aditya Bhargava and Grzegorz Kondrak
6:30–9:30Poster and Demo Session
+ Note: all short papers and demo abstracts are located in the Companion volume of the proceedings
+ Minimum Bayes Risk Combination of Translation Hypotheses from Alternative Morphological Decompositions
Adrià de Gispert, Sami Virpioja, Mikko Kurimo and William Byrne
+ Generating Synthetic Children’s Acoustic Models from Adult Models
Andreas Hagen, Bryan Pellom and Kadri Hacioglu
+ Detecting Pitch Accents at the Word, Syllable and Vowel Level
Andrew Rosenberg and Julia Hirschberg
+ Shallow Semantic Parsing for Spoken Language Understanding
Bonaventura Coppola, Alessandro Moschitti and Giuseppe Riccardi
+ Automatic Agenda Graph Construction from Human-Human Dialogs using Clustering Method
Cheongjae Lee, Sangkeun Jung, Kyungduk Kim and Gary Geunbae Lee
+ A Simple Sentence-Level Extraction Algorithm for Comparable Data
Christoph Tillmann and Jian-ming Xu
+ Learning Combination Features with L1 Regularization
Daisuke Okanohara and Jun’ichi Tsujii
+ Multi-scale Personalization for Voice Search
Daniel Bolanos, Geoffrey Zweig and Patrick Nguyen
+ The Importance of Sub-Utterance Prosody in Predicting Level of Certainty
Heather Pon-Barry and Stuart Shieber
+ Using Integer Linear Programming for Detecting Speech Disfluencies
Kallirroi Georgila
+ Contrastive Summarization: An Experiment with Consumer Reviews
Kevin Lerman and Ryan McDonald
+ Topic Identification Using Wikipedia Graph Centrality
Kino Coursey and Rada Mihalcea
+ Extracting Bilingual Dictionary from Comparable Corpora with Dependency Heterogeneity
Kun Yu and Junichi Tsujii
+ Domain Adaptation with Artificial Data for Semantic Parsing of Speech
Lonneke van der Plas, James Henderson and Paola Merlo
+ Extending Pronunciation Lexicons via Non-phonemic Respellings
Lucian Galescu
+ A Speech Understanding Framework that Uses Multiple Language Models and Multiple Understanding Models
Masaki Katsumaru, Mikio Nakano, Kazunori Komatani, Kotaro Funakoshi, Tetsuya Ogata and Hiroshi G. Okuno
+ Taking into Account the Differences between Actively and Passively Acquired Data: The Case of Active Learning with Support Vector Machines for Imbalanced Datasets
Michael Bloodgood and Vijay Shanker
+ Faster MT Decoding Through Pervasive Laziness
Michael Pust and Kevin Knight
+ Evaluating the Syntactic Transformations in Gold Standard Corpora for Statistical Sentence Compression
Naman K Gupta, Sourish Chaudhuri and Carolyn P Rose
+ Incremental Adaptation of Speech-to-Speech Translation
Nguyen Bach, Roger Hsiao, Matthias Eck, Paisarn Charoenpornsawat, Stephan Vogel, Tanja Schultz, Ian Lane, Alex Waibel and Alan Black
+ Name Perplexity
Octavian Popescu
+ Answer Credibility: A Language Modeling Approach to Answer Validation
Protima Banerjee and Hyoil Han
+ Exploiting Named Entity Classes in CCG Surface Realization
Rajakrishnan Rajkumar, Michael White and Dominic Espinosa
+ Search Engine Adaptation by Feedback Control Adjustment for Time-sensitive Query
Ruiqiang zhang, yi Chang, Zhaohui Zheng, Donald Metzler and Jian-yun Nie
+ A Local Tree Alignment-based Soft Pattern Matching Approach for Information Extraction
Seokhwan Kim, Minwoo Jeong and Gary Geunbae Lee
+ Classifying Factored Genres with Part-of-Speech Histograms
Sergey Feldman, Marius Marin, Julie Medero and Mari Ostendorf
+ Towards Effective Sentence Simplification for Automatic Processing of Biomedical Text
Siddhartha Jonnalagadda, Luis Tari, Jörg Hakenberg, Chitta Baral and Graciela Gonzalez
+ Improving SCL Model for Sentiment-Transfer Learning
Songbo Tan and Xueqi Cheng
+ MICA: A Probabilistic Dependency Parser Based on Tree Insertion Grammars (Application Note)
Srinivas Bangalore, Pierre Boullier, Alexis Nasr, Owen Rambow and Benoît Sagot
+ Lexical and Syntactic Adaptation and Their Impact in Deployed Spoken Dialog Systems
Svetlana Stoyanchev and Amanda Stent
+ Analysing Recognition Errors in Unlimited-Vocabulary Speech Recognition
Teemu Hirsimäki and Mikko Kurimo
+ The independence of dimensions in multidimensional dialogue act annotation
Volha Petukhova and Harry Bunt
+ Improving Coreference Resolution by Using Conversational Metadata
Xiaoqiang Luo, Radu Florian and Todd Ward
+ Using N-gram based Features for Machine Translation System Combination
Yong Zhao and Xiaodong He
+ Language Specific Issue and Feature Exploration in Chinese Event Extraction
Zheng Chen and Heng Ji
+ Improving A Simple Bigram HMM Part-of-Speech Tagger by Latent Annotation and Self-Training
Zhongqiang Huang, Vladimir Eidelman and Mary Harper
6:30–9:30Student Research Workshop Poster Session
+ Note: all student research workshop papers are located in the Companion volume of the proceedings
+ Also: All papers presented in the morning and afternoon sessions of the student research workshop will also be shown as posters.
+ Using Emotion to Gain Rapport in a Spoken Dialog System
Jaime Acosta
+ Interactive Annotation Learning with Indirect Feature Voting
Shilpa Arora and Eric Nyberg
+ Loss-Sensitive Discriminative Training of Machine Transliteration Models
Kedar Bellare, Koby Crammer and Dayne Freitag
+ Syntactic Tree-based Relation Extraction Using a Generalization of Collins and Duffy Convolution Tree Kernel
Mahdy Khayyamian, Seyed Abolghasem Mirroshandel and Hassan Abolhassani
+ Towards Building a Competitive Opinion Summarization System: Challenges and Keys
Elena Lloret, Alexandra Balahur, Manuel Palomar and AndrŽes Montoyo
+ Domain-Independent Shallow Sentence Ordering
Thade Nahnsen
+ Towards Unsupervised Recognition of Dialogue Acts
Nicole Novielli and Carlo Strapparava
+ Modeling Letter-to-Phoneme Conversion as a Phrase Based Statistical Machine Translation Problem with Minimum Error Rate Training
Taraka Rama, Anil Kumar Singh and Sudheer Kolachina
+ Disambiguation of Preposition Sense Using Linguistically Motivated Features
Stephen Tratz and Dirk Hovy

Tuesday, June 2, 2009

 Plenary Session
9:00–9:10Paper Awards
9:10–9:40Unsupervised Morphological Segmentation with Log-Linear Models
Hoifung Poon, Colin Cherry and Kristina Toutanova
9:40–10:1011,001 New Features for Statistical Machine Translation
David Chiang, Kevin Knight and Wei Wang
10:10-10:40Break
 Session 4A: Machine Translation
10:10–10:35Efficient Parsing for Transducer Grammars
John DeNero, Mohit Bansal, Adam Pauls and Dan Klein
10:35–10:50Preference Grammars: Softening Syntactic Constraints to Improve Statistical Machine Translation
Ashish Venugopal, Andreas Zollmann, Noah A. Smith and Stephan Vogel
10:50–11:15Using a Dependency Parser to Improve SMT for Subject-Object-Verb Languages
Peng Xu, Jaeho Kang, Michael Ringgaard and Franz Och
11:15–11:40Learning Bilingual Linguistic Reordering Model for Statistical Machine Translation
Han-Bin Chen, Jian-Cheng Wu and Jason S. Chang
 Session 4B: Sentiment Analysis / Information Extraction
10:10–10:35May All Your Wishes Come True: A Study of Wishes and How to Recognize Them
Andrew B. Goldberg, Nathanael Fillmore, David Andrzejewski, Zhiting Xu, Bryan Gibson and Xiaojin Zhu
10:35–10:50Predicting Risk from Financial Reports with Regression
Shimon Kogan, Dimitry Levin, Bryan R. Routledge, Jacob S. Sagi and Noah A. Smith
10:50–11:15Domain Adaptation with Latent Semantic Association for Named Entity Recognition
Honglei Guo, Huijia Zhu, Zhili Guo, Xiaoxun Zhang, Xian Wu and Zhong Su
11:15–11:40Semi-Automatic Entity Set Refinement
Vishnu Vyas and Patrick Pantel
 Session 4C: Machine Learning / Morphology and Phonology
10:10–10:35Unsupervised Constraint Driven Learning For Transliteration Discovery
Ming-Wei Chang, Dan Goldwasser, Dan Roth and Yuancheng Tu
10:35–10:50On the Syllabification of Phonemes
Susan Bartlett, Grzegorz Kondrak and Colin Cherry
10:50–11:15Improving nonparameteric Bayesian inference: experiments on unsupervised word segmentation with adaptor grammars
Mark Johnson and Sharon Goldwater
11:15–11:40No Presentation
12:20–2:00Lunch Break
 Session 5A: Short Paper Presentations: Machine Translation / Generation / Semantics
+ Note: all short papers are located in the Companion volume of the proceedings
2:00–2:15Statistical Post-Editing of a Rule-Based Machine Translation System
Antonio-L. Lagarda, Vicent Alabau, Francisco Casacuberta, Roberto Silva and Enrique Díaz-de-Liaño
2:15–2:30On the Importance of Pivot Language Selection for Statistical Machine Translation
Michael Paul, Hirofumi Yamamoto, Eiichiro Sumita and Satoshi Nakamura
2:30–2:45Tree Linearization in English: Improving Language Model Based Approaches
Katja Filippova and Michael Strube
2:45–3:00Determining the position of adverbial phrases in English
Huayan Zhong and Amanda Stent
3:00–3:15Estimating and Exploiting the Entropy of Sense Distributions
Peng Jin, Diana McCarthy, Rob Koeling and John Carroll
3:15–3:30Semantic classification with WordNet Kernels
Diarmuid Ó Séaghdha
 Session 5B: Short Paper Presentations: Machine Learning / Syntax
+ Note: all short papers are located in the Companion volume of the proceedings
2:00–2:15Sentence Boundary Detection and the Problem with the U.S.
Dan Gillick
2:15–2:30Quadratic Features and Deep Architectures for Chunking
Joseph Turian, James Bergstra and Yoshua Bengio
2:30–2:45Active Zipfian Sampling for Statistical Parser Training
Onur Cobanoglu
2:45–3:00Combining Constituent Parsers
Victoria Fossum and Kevin Knight
3:00–3:15Recognising the Predicate-argument Structure of Tagalog
Meladel Mistica and Timothy Baldwin
3:15–3:30Reverse Revision and Linear Tree Combination for Dependency Parsing
Giuseppe Attardi and Felice Dell’Orletta
 Session 5C: Short Paper Presentations: SPECIAL SESSION – Speech Indexing and Retrieval
+ Note: all short papers are located in the Companion volume of the proceedings
2:00–2:15Introduction to the Special Session on Speech Indexing and Retrieval
2:15–2:30Anchored Speech Recognition for Question Answering
Sibel Yaman, Gokan Tur, Dimitra Vergyri, Dilek Hakkani-Tur, Mary Harper and Wen Wang
2:30–2:45Score Distribution Based Term Specific Thresholding for Spoken Term Detection
Dogan Can and Murat Saraclar
2:45–3:00Automatic Chinese Abbreviation Generation Using Conditional Random Field
Dong Yang, Yi-Cheng Pan and Sadaoki Furui
3:00–3:15Fast decoding for open vocabulary spoken term detection
Bhuvana Ramabhadran, Abhinav Sethy, Jonathan Mamou, Brian Kingsbury and Upendra Chaudhari
3:15–3:30Tightly coupling Speech Recognition and Search
Taniya Mishra and Srinivas Bangalore
3:30–4:00Break
 Session 6A: Syntax and Parsing
4:00–4:25Joint Parsing and Named Entity Recognition
Jenny Rose Finkel and Christopher D. Manning
4:25–4:50Minimal-length linearizations for mildly context-sensitive dependency trees
Y. Albert Park and Roger Levy
4:50–5:15Positive Results for Parsing with a Bounded Stack using a Model-Based Right-Corner Transform
William Schuler
 Session 6B: Discourse and Summarization
4:00–4:25Hierarchical Text Segmentation from Multi-Scale Lexical Cohesion
Jacob Eisenstein
4:25–4:50Exploring Content Models for Multi-Document Summarization
Aria Haghighi and Lucy Vanderwende
4:50–5:15Global Models of Document Structure using Latent Permutations
Harr Chen, S.R.K. Branavan, Regina Barzilay and David R. Karger
 Session 6C: Spoken Language Systems
4:00–4:25Assessing and Improving the Performance of Speech Recognition for Incremental Systems
Timo Baumann, Michaela Atterer and David Schlangen
4:25–4:50Geo-Centric Language Models for Local Business Voice Search
Amanda Stent, Ilija Zeljkovic, Diamantino Caseiro and Jay Wilpon
4:50–5:15Improving the Arabic Pronunciation Dictionary for Phone and Word Recognition with Linguistically-Based Pronunciation Rules
Fadi Biadsy, Nizar Habash and Julia Hirschberg

Wednesday, June 3, 2009

 Plenary Session
9:00–10:10Invited Talk: Ketchup, Espresso, and Chocolate Chip Cookies: Travels in the Language of Food
Dan Jurafsky
10:10–10:40Break
 Session 7A: Machine Translation
10:40–11:05Using a maximum entropy model to build segmentation lattices for MT
Chris Dyer
11:05–11:30Active Learning for Statistical Phrase-based Machine Translation
Gholamreza Haffari, Maxim Roy and Anoop Sarkar
11:30–11:55Semi-Supervised Lexicon Mining from Parenthetical Expressions in Monolingual Web Pages
Xianchao Wu, Naoaki Okazaki and Jun’ichi Tsujii
11:55–12:20Hierarchical Phrase-Based Translation with Weighted Finite State Transducers
Gonzalo Iglesias, Adrià de Gispert, Eduardo R. Banga and William Byrne
 Session 7B: Speech Recognition and Language Modeling
10:40–11:05Improved pronunciation features for construct-driven assessment of non-native spontaneous speech
Lei Chen, Klaus Zechner and Xiaoming Xi
11:05–11:30Performance Prediction for Exponential Language Models
Stanley Chen
11:30–11:55Tied-Mixture Language Modeling in Continuous Space
Ruhi Sarikaya, Mohamed Afify and Brian Kingsbury
11:55–12:20Shrinking Exponential Language Models
Stanley Chen
 Session 7C: Sentiment Analysis
10:40–11:05Predicting Response to Political Blog Posts with Topic Models
Tae Yano, William W. Cohen and Noah A. Smith
11:05–11:30An Iterative Reinforcement Approach for Fine-Grained Opinion Mining
Weifu Du and Songbo Tan
11:30–11:55For a few dollars less: Identifying review pages sans human labels
Luciano Barbosa, Ravi Kumar, Bo Pang and Andrew Tomkins
11:55–12:20More than Words: Syntactic Packaging and Implicit Sentiment
Stephan Greene and Philip Resnik
12:20–1:40Lunch Break
12:40-1:40Panel Discussion: Emerging Application Areas in Computational Linguistics
Chaired by Bill Dolan, Microsoft
Panelists: Jill Burstein, Educational Testing Service; Joel Tetreault, Educational Testing Service; Patrick Pantel, Yahoo; Andy Hickl, Language Computer Corporation + Swingly
1:40–2:30NAACL Business Meeting
 Session 8A: Large-scale NLP
2:30–2:55Streaming for large scale NLP: Language Modeling
Amit Goyal, Hal Daume III and Suresh Venkatasubramanian
2:55–3:20The Effect of Corpus Size on Case Frame Acquisition for Discourse Analysis
Ryohei Sasano, Daisuke Kawahara and Sadao Kurohashi
3:20–3:45Semantic-based Estimation of Term Informativeness
Kirill Kireyev
 Session 8B: Syntax and Parsing
2:30–2:55Optimal Reduction of Rule Length in Linear Context-Free Rewriting Systems
Carlos Gómez-Rodríguez, Marco Kuhlmann, Giorgio Satta and David Weir
2:55–3:20Inducing Compact but Accurate Tree-Substitution Grammars
Trevor Cohn, Sharon Goldwater and Phil Blunsom
3:20–3:45Hierarchical Search for Parsing
Adam Pauls and Dan Klein
 Session 8C: Discourse and Summarization
2:30–2:55An effective Discourse Parser that uses Rich Linguistic Information
Rajen Subba and Barbara Di Eugenio
2:55–3:20Graph-Cut-Based Anaphoricity Determination for Coreference Resolution
Vincent Ng
3:20–3:45Using Citations to Generate surveys of Scientific Paradigms
Saif Mohammad, Bonnie Dorr, Melissa Egan, Ahmed Hassan, Pradeep Muthukrishan, Vahed Qazvinian, Dragomir Radev and David Zajic
3:45–4:15Break
 Session 9A: Machine Learning
4:15–4:40Non-Parametric Bayesian Areal Linguistics
Hal Daume III
4:40–5:05Hierarchical Bayesian Domain Adaptation
Jenny Rose Finkel and Christopher D. Manning
5:05–5:30Online EM for Unsupervised Models
Percy Liang and Dan Klein
 Session 9B: Dialog Systems
4:15–4:40Unsupervised Approaches for Automatic Keyword Extraction Using Meeting Transcripts
Feifan Liu, Deana Pennell, Fei Liu and Yang Liu
4:40–5:05A Finite-State Turn-Taking Model for Spoken Dialog Systems
Antoine Raux and Maxine Eskenazi
5:05–5:30Extracting Social Meaning: Identifying Interactional Style in Spoken Conversation
Dan Jurafsky, Rajesh Ranganath and Dan McFarland
 Session 9C: Syntax and Parsing
4:15–4:40Linear Complexity Context-Free Parsing Pipelines via Chart Constraints
Brian Roark and Kristy Hollingshead
4:40–5:05Improved Syntactic Models for Parsing Speech with Repairs
Tim Miller
5:05–5:30A model of local coherence effects in human sentence processing as consequences of updates from bottom-up prior to posterior beliefs
Klinton Bicknell and Roger Levy