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HLT-NAACL 2007: Rochester, New York, USA

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Candace L. Sidner, Tanja Schultz, Matthew Stone, ChengXiang Zhai:
Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, April 22-27, 2007, Rochester, New York, USA. The Association for Computational Linguistics 2007

Proceedings of the Main Conference

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Front Matter.
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Vivek Kumar Rangarajan Sridhar, Srinivas Bangalore, Shrikanth Narayanan:
Exploiting Acoustic and Syntactic Features for Prosody Labeling in a Maximum Entropy Framework. 1-8
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Ani Nenkova, Jason M. Brenier, Anubha Kothari, Sasha Calhoun, Laura Whitton, David Beaver, Daniel Jurafsky:
To Memorize or to Predict: Prominence labeling in Conversational Speech. 9-16
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Fan Yang, Peter A. Heeman:
Avoiding and Resolving Initiative Conflicts in Dialogue. 17-24
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Pei-yun Hsueh, Johanna D. Moore:
What Decisions Have You Made?: Automatic Decision Detection in Meeting Conversations. 25-32
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Kiyotaka Uchimoto, Katsunori Kotani, Yujie Zhang, Hitoshi Isahara:
Automatic Evaluation of Machine Translation Based on Rate of Accomplishment of Sub-Goals. 33-40
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Ding Liu, Daniel Gildea:
Source-Language Features and Maximum Correlation Training for Machine Translation Evaluation. 41-48
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Kristina Toutanova, Hisami Suzuki:
Generating Case Markers in Machine Translation. 49-56
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Abraham Ittycheriah, Salim Roukos:
Direct Translation Model 2. 57-64
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Yejin Choi, Claire Cardie:
Structured Local Training and Biased Potential Functions for Conditional Random Fields with Application to Coreference Resolution. 65-72
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Xiaoqiang Luo:
Coreference or Not: A Twin Model for Coreference Resolution. 73-80
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Aron Culotta, Michael L. Wick, Andrew McCallum:
First-Order Probabilistic Models for Coreference Resolution. 81-88
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Victor Lavrenko, Xing Yi, James Allan:
Information Retrieval On Empty Fields. 89-96
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Xiaojin Zhu, Andrew B. Goldberg, Jurgen Van Gael, David Andrzejewski:
Improving Diversity in Ranking using Absorbing Random Walks. 97-104
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Chris Biemann:
A Random Text Model for the Generation of Statistical Language Invariants. 105-112
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Jing Jiang, ChengXiang Zhai:
A Systematic Exploration of the Feature Space for Relation Extraction. 113-120
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Alexander Yates, Oren Etzioni:
Unsupervised Resolution of Objects and Relations on the Web. 121-130
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Alfio Massimiliano Gliozzo, Marco Pennacchiotti, Patrick Pantel:
The Domain Restriction Hypothesis: Relating Term Similarity and Semantic Consistency. 131-138
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Mark Johnson, Thomas L. Griffiths, Sharon Goldwater:
Bayesian Inference for PCFGs via Markov Chain Monte Carlo. 139-146
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Daniel Gildea, Daniel Stefankovic:
Worst-Case Synchronous Grammar Rules. 147-154
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Sajib Dasgupta, Vincent Ng:
High-Performance, Language-Independent Morphological Segmentation. 155-163
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Anja Belz:
Probabilistic Generation of Weather Forecast Texts. 164-171
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Yuk Wah Wong, Raymond J. Mooney:
Generation by Inverting a Semantic Parser that Uses Statistical Machine Translation. 172-179
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Michel Galley, Kathleen McKeown:
Lexicalized Markov Grammars for Sentence Compression. 180-187
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Xiaofei Lu:
Hybrid Models for Semantic Classification of Chinese Unknown Words. 188-195
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Rada Mihalcea:
Using Wikipedia for Automatic Word Sense Disambiguation. 196-203
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Andrei Alexandrescu, Katrin Kirchhoff:
Data-Driven Graph Construction for Semi-Supervised Graph-Based Learning in NLP. 204-211
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Jimmy J. Lin:
Is Question Answering Better than Information Retrieval? Towards a Task-Based Evaluation Framework for Question Series. 212-219
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Giridhar Kumaran, James Allan:
A Case For Shorter Queries, and Helping Users Create Them. 220-227
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Antti-Veikko I. Rosti, Necip Fazil Ayan, Bing Xiang, Spyridon Matsoukas, Richard M. Schwartz, Bonnie J. Dorr:
Combining Outputs from Multiple Machine Translation Systems. 228-235
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Pascal Denis, Jason Baldridge:
Joint Determination of Anaphoricity and Coreference Resolution using Integer Programming. 236-243
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  - conf/naacl/StoicaHR07
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Emilia Stoica, Marti A. Hearst, Megan Richardson:
Automating Creation of Hierarchical Faceted Metadata Structures. 244-251
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Damianos Karakos, Jason Eisner, Sanjeev Khudanpur, Carey E. Priebe:
Cross-Instance Tuning of Unsupervised Document Clustering Algorithms. 252-259
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Omar Zaidan, Jason Eisner, Christine D. Piatko:
Using "Annotator Rationales" to Improve Machine Learning for Text Categorization. 260-267
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Peter A. Heeman:
Combining Reinformation Learning with Information-State Update Rules. 268-275
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Joel R. Tetreault, Dan Bohus, Diane J. Litman:
Estimating the Reliability of MDP Policies: a Confidence Interval Approach. 276-283
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Shaolin Qu, Joyce Yue Chai:
An Exploration of Eye Gaze in Spoken Language Processing for Multimodal Conversational Interfaces. 284-291
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Hiroya Takamura, Takashi Inui, Manabu Okumura:
Extracting Semantic Orientations of Phrases from Dictionary. 292-299
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Benjamin Snyder, Regina Barzilay:
Multiple Aspect Ranking Using the Good Grief Algorithm. 300-307
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Kenneth Bloom, Navendu Garg, Shlomo Argamon:
Extracting Appraisal Expressions. 308-315
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Advaith Siddharthan, Simone Teufel:
Whose Idea Was This, and Why Does it Matter? Attributing Scientific Work to Citations. 316-323
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Paul N. Bennett, Jaime G. Carbonell:
Combining Probability-Based Rankers for Action-Item Detection. 324-331
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Gideon S. Mann:
Multi-Document Relationship Fusion via Constraints on Probabilistic Databases. 332-339
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  - conf/naacl/BollegalaMI07
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Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka:
An Integrated Approach to Measuring Semantic Similarity between Words Using Information Available on the Web. 340-347
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  - conf/naacl/LapataK07
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Mirella Lapata, Frank Keller:
An Information Retrieval Approach to Sense Ranking. 348-355
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Diana Zaiu Inkpen:
Near-Synonym Choice in an Intelligent Thesaurus. 356-363
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Bing Zhao, Nguyen Bach, Ian R. Lane, Stephan Vogel:
A Log-Linear Block Transliteration Model based on Bi-Stream HMMs. 364-371
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Sittichai Jiampojamarn, Grzegorz Kondrak, Tarek Sherif:
Applying Many-to-Many Alignments and Hidden Markov Models to Letter-to-Phoneme Conversion. 372-379
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  - conf/naacl/CreutzHKPPSVASS07
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Mathias Creutz, Teemu Hirsimäki, Mikko Kurimo, Antti Puurula, Janne Pylkkönen, Vesa Siivola, Matti Varjokallio, Ebru Arisoy, Murat Saraclar, Andreas Stolcke:
Analysis of Morph-Based Speech Recognition and the Modeling of Out-of-Vocabulary Words Across Languages. 380-387
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Giuseppe Attardi, Massimiliano Ciaramita:
Tree Revision Learning for Dependency Parsing. 388-395
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Joakim Nivre:
Incremental Non-Projective Dependency Parsing. 396-403
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Slav Petrov, Dan Klein:
Improved Inference for Unlexicalized Parsing. 404-411
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  - conf/naacl/HaghighiDK07
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Aria Haghighi, John DeNero, Dan Klein:
Approximate Factoring for A* Search. 412-419
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David Ahn, Joris van Rantwijk, Maarten de Rijke:
A Cascaded Machine Learning Approach to Interpreting Temporal Expressions. 420-427
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Sasha Blair-Goldensohn, Kathleen McKeown, Owen Rambow:
Building and Refining Rhetorical-Semantic Relation Models. 428-435
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  - conf/naacl/ElsnerAC07
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Micha Elsner, Joseph L. Austerweil, Eugene Charniak:
A Unified Local and Global Model for Discourse Coherence. 436-443
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Pawan Deshpande, Regina Barzilay, David R. Karger:
Randomized Decoding for Selection-and-Ordering Problems. 444-451
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Fei Xia, William D. Lewis:
Multilingual Structural Projection across Interlinear Text. 452-459
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  - conf/naacl/HeilmanCCE07
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Michael Heilman, Kevyn Collins-Thompson, Jamie Callan, Maxine Eskénazi:
Combining Lexical and Grammatical Features to Improve Readability Measures for First and Second Language Texts. 460-467
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Chao Wang, Stephanie Seneff:
Automatic Assessment of Student Translations for Foreign Language Tutoring. 468-475
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  - conf/naacl/Collins-ThompsonC07
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Kevyn Collins-Thompson, Jamie Callan:
Automatic and Human Scoring of Word Definition Responses. 476-483
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  - conf/naacl/UtiyamaI07
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Masao Utiyama, Hitoshi Isahara:
A Comparison of Pivot Methods for Phrase-Based Statistical Machine Translation. 484-491
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  - conf/naacl/ZensN07
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Richard Zens, Hermann Ney:
Efficient Phrase-Table Representation for Machine Translation with Applications to Online MT and Speech Translation. 492-499
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  - conf/naacl/VenugopalZS07
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Ashish Venugopal, Andreas Zollmann, Stephan Vogel:
An Efficient Two-Pass Approach to Synchronous-CFG Driven Statistical MT. 500-507
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  - conf/naacl/SimardGI07
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Michel Simard, Cyril Goutte, Pierre Isabelle:
Statistical Phrase-Based Post-Editing. 508-515
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Christopher Pinchak, Shane Bergsma:
Automatic Answer Typing for How-Questions. 516-523
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Jeongwoo Ko, Luo Si, Eric Nyberg:
A Probabilistic Framework for Answer Selection in Question Answering. 524-531
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Barry Schiffman, Kathleen McKeown, Ralph Grishman, James Allan:
Question Answering Using Integrated Information Retrieval and Information Extraction. 532-539
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Yu-Chieh Wu, Jie-Chi Yang:
Toward Multimedia: A String Pattern-Based Passage Ranking Model for Video Question Answering. 540-547
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Szu-ting Yi, Edward Loper, Martha Palmer:
Can Semantic Roles Generalize Across Genres? 548-555
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Sameer S. Pradhan, Wayne H. Ward, James H. Martin:
Towards Robust Semantic Role Labeling. 556-563
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Patrick Pantel, Rahul Bhagat, Bonaventura Coppola, Timothy Chklovski, Eduard H. Hovy:
ISP: Learning Inferential Selectional Preferences. 564-571
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Feng Pan, Robert Farrell:
Computing Semantic Similarity between Skill Statements for Approximate Matching. 572-579

Companion Volume: Short Papers

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Front Matter.
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Hua Ai, Joel R. Tetreault, Diane J. Litman:
Comparing User Simulation Models For Dialog Strategy Learning. 1-4
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Núria Bel, Sergio Espeja, Montserrat Marimon:
Automatic Acquisition of Grammatical Types for Nouns. 5-8
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Dan Bohus, Sergio Grau Puerto, David Huggins-Daines, Venkatesh Keri, Gopala Krishna, Rohit Kumar, Antoine Raux, Stefanie Tomko:
Conquestâ - An Open-Source Dialog System for Conferences. 9-12
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Ilana Bromberg, Jeremy Morris, Eric Fosler-Lussier:
Joint Versus Independent Phonological Feature Models within CRF Phone Recognition. 13-16
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Kenneth Ward Church, Bo Thiesson, Robert Ragno:
K-Best Suffix Arrays. 17-20
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Matthias Eck, Stephan Vogel, Alex Waibel:
Translation Model Pruning via Usage Statistics for Statistical Machine Translation. 21-24
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Jakob Elming, Nizar Habash:
Combination of Statistical Word Alignments Based on Multiple Preprocessing Schemes. 25-28
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Jessica Enright, Grzegorz Kondrak:
A Fast Method for Parallel Document Identification. 29-32
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Karim Filali, Jeff A. Bilmes:
Generalized Graphical Abstractions for Statistical Machine Translation. 33-36
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Michael Fleischman, Deb Roy:
Situated Models of Meaning for Sports Video Retrieval. 37-40
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Katherine Forbes-Riley, Mihai Rotaru, Diane J. Litman, Joel R. Tetreault:
Exploring Affect-Context Dependencies for Adaptive System Development. 41-44
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Olac Fuentes, David Vera, Thamar Solorio:
A Filter-Based Approach to Detect End-of-Utterances from Prosody in Dialog Systems. 45-48
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Olga Gurevich, Paul Deane:
Document Similarity Measures to Distinguish Native vs. Non-Native Essay Writers. 49-52
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Nizar Habash, Owen Rambow:
Arabic Diacritization through Full Morphological Tagging. 53-56
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Sasa Hasan, Richard Zens, Hermann Ney:
Are Very Large N-Best Lists Useful for SMT? 57-60
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Jirí Havelka:
Relationship between Non-Projective Edges, Their Level Types, and Well-Nestedness. 61-64
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Dustin Hillard, Björn Hoffmeister, Mari Ostendorf, Ralf Schlüter, Hermann Ney:
iROVER: Improving System Combination with Classification. 65-68
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Fang Huang, Yorick Wilks:
Clustered Sub-Matrix Singular Value Decomposition. 69-72
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David Huggins-Daines, Alexander I. Rudnicky:
Implicitly Supervised Language Model Adaptation for Meeting Transcription. 73-76
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Douglas A. Jones, Martha Herzog, Hussny Ibrahim, Arvind Jairam, Wade Shen, Edward Gibson, Michael Emonts:
ILR-Based MT Comprehension Test with Multi-Level Questions. 77-80
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Rohit J. Kate, Raymond J. Mooney:
Semi-Supervised Learning for Semantic Parsing using Support Vector Machines. 81-84
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Patrik Lambert, Rafael E. Banchs, Josep Maria Crego:
Discriminative Alignment Training without Annotated Data for Machine Translation. 85-88
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Kornel Laskowski, Tanja Schultz:
A Geometric Interpretation of Non-Target-Normalized Maximum Cross-Channel Correlation for Vocal Activity Detection in Meetings. 89-92
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John Lee, Ming Zhou, Xiaohua Liu:
Detection of Non-Native Sentences Using Machine-Translated Training Data. 93-96
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Yudong Liu, Zhongmin Shi, Anoop Sarkar:
Exploiting Rich Syntactic Information for Relationship Extraction from Biomedical Articles. 97-100
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Feifan Liu, Yang Liu:
Look Who is Talking: Soundbite Speaker Name Recognition in Broadcast News Speech. 101-104
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Hrafn Loftsson:
Tagging Icelandic Text using a Linguistic and a Statistical Tagger. 105-108
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Gideon S. Mann, Andrew McCallum:
Efficient Computation of Entropy Gradient for Semi-Supervised Conditional Random Fields. 109-112
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Irina Matveeva, Gina-Anne Levow:
Hybrid Document Indexing with Spectral Embedding. 113-116
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Florian Metze:
On using Articulatory Features for Discriminative Speaker Adaptation. 117-120
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Paula Newman:
RH: A Retro-Hybrid Parser. 121-124
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Dat P. T. Nguyen, Yutaka Matsuo, Mitsuru Ishizuka:
Subtree Mining for Relation Extraction from Wikipedia. 125-128
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Mohamed Noamany, Thomas Schaaf, Tanja Schultz:
Advances in the CMU/Interact Arabic GALE Transcription System. 129-132
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  - conf/naacl/PerezGTC07
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Alicia Pérez, Maria-Teresa González, M. Inés Torres, Francisco Casacuberta:
An Integrated Architecture for Speech-Input Multi-Target Machine Translation. 133-136
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  - conf/naacl/Costa-JussaCVFMN07
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Marta R. Costa-Jussà, Josep Maria Crego, David Vilar, José A. R. Fonollosa, José B. Mariño, Hermann Ney:
Analysis and System Combination of Phrase- and N-Gram-Based Statistical Machine Translation Systems. 137-140
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Victoria L. Rubin:
Stating with Certainty or Stating with Doubt: Intercoder Reliability Results for Manual Annotation of Epistemically Modalized Statements. 141-144
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Ruhi Sarikaya, Yonggang Deng:
Joint Morphological-Lexical Language Modeling for Machine Translation. 145-148
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Jost Schatzmann, Blaise Thomson, Karl Weilhammer, Hui Ye, Steve J. Young:
Agenda-Based User Simulation for Bootstrapping a POMDP Dialogue System. 149-152
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Stephanie Seneff:
Reversible Sound-to-Letter/Letter-to-Sound Modeling Based on Syllable Structure. 153-156
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Yongmei Shi, Lina Zhou:
Are Some Speech Recognition Errors Easier to Detect than Others? 157-160
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Zhongmin Shi, Anoop Sarkar, Fred Popowich:
Simultaneous Identification of Biomedical Named-Entity and Functional Relation Using Statistical Parsing Techniques. 161-164
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Amarnag Subramanya, Jeff A. Bilmes:
Virtual Evidence for Training Speech Recognizers Using Partially Labeled Data. 165-168
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  - conf/naacl/TratzS07
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Stephen Tratz, Antonio Sanfilippo:
A High Accuracy Method for Semi-Supervised Information Extraction. 169-172
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Keith Trnka, Debra Yarrington, John McCaw, Kathleen F. McCoy, Christopher A. Pennington:
The Effects of Word Prediction on Communication Rate for AAC. 173-176
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Jenine Turner, Eugene Charniak:
Language Modeling for Determiner Selection. 177-180
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Marc B. Vilain, Jennifer Su, Suzi Lubar:
Entity Extraction is a Boring Solved Problem - Or is it? 181-184
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Zhuoran Wang, John Shawe-Taylor, Sándor Szedmák:
Kernel Regression Based Machine Translation. 185-188
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Guangwei Wang, Kenji Araki:
Modifying SO-PMI for Japanese Weblog Opinion Mining by Using a Balancing Factor and Detecting Neutral Expressions. 189-192
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Lei Xie, Chuan Liu, Helen Meng:
Combined Use of Speaker- and Tone-Normalized Pitch Reset with Pause Duration for Automatic Story Segmentation in Mandarin Broadcast News. 193-196
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Xiaofeng Yu:
Chinese Named Entity Recognition with Cascaded Hybrid Model. 197-200
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Kun Yu, Sadao Kurohashi, Hao Liu:
A Three-Step Deterministic Parser for Chinese Dependency Parsing. 201-204
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Torsten Zesch, Iryna Gurevych, Max Mühlhäuser:
Comparing Wikipedia and German Wordnet by Evaluating Semantic Relatedness on Multiple Datasets. 205-208
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Luke S. Zettlemoyer, Robert Moore:
Selective Phrase Pair Extraction for Improved Statistical Machine Translation. 209-212
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Justin Jian Zhang, Pascale Fung:
Speech Summarization Without Lexical Features for Mandarin Broadcast News. 213-216
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  - conf/naacl/ZhouKH07
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Liang Zhou, Namhee Kwon, Eduard H. Hovy:
A Semi-Automatic Evaluation Scheme: Automated Nuggetization for Manual Annotation. 217-220

Doctoral Consortium

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Front Matter.
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Karin Friberg:
Query Expansion Using Domain Information in Compounds. 1-4
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Qin Iris Wang:
Learning Structured Classifiers for Statistical Dependency Parsing. 5-8
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Simone Paolo Ponzetto:
Creating a Knowledge Base from a Collaboratively Generated Encyclopedia. 9-12
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Alicia Tribble:
Knowledge-Based Labeling of Semantic Relationships in English. 13-16
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  - conf/naacl/Goulet07
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Marie-Josée Goulet:
Analysis of Summarization Evaluation Experiments. 17-20
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Rajen Subba:
Exploiting Event Semantics to Parse the Rhetorical Structure of Natural Language Text. 21-24
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  - conf/naacl/Pardal07
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Joana Paulo Pardal:
Dynamic Use of Ontologies in Dialogue Systems. 25-28
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Diana Trandabat:
Semantic Frames in Romanian Natural Language Processing Systems. 29-32
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J. Scott Olsson:
Combining Evidence for Improved Speech Retrieval. 33-36
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Chris Biemann:
Unsupervised Natural Language Processing Using Graph Models. 37-40

Demonstrations

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Front Matter.
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James F. Allen, Nathanael Chambers, George Ferguson, Lucian Galescu, Hyuckchul Jung, Mary D. Swift, William Taysom:
Demonstration of PLOW: A Dialogue System for One-Shot Task Learning. 1-2
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Jill Burstein, Jane Shore, John Sabatini, Yong-Won Lee, Matthew Ventura:
The Automated Text Adaptation Tool. 3-4
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Myroslava O. Dzikovska, Charles B. Callaway, Elaine Farrow, Manuel Marques-Pita, Colin Matheson, Johanna D. Moore:
Adaptive Tutorial Dialogue Systems Using Deep NLP Techniques. 5-6
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Donghyeon Lee, Jonghoon Lee, Gary Geunbae Lee:
POSSLT: A Korean to English Spoken Language Translation System. 7-8
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Gabriel Murray, Pei-yun Hsueh, Simon Tucker, Jonathan Kilgour, Jean Carletta, Johanna D. Moore, Steve Renals:
Automatic Segmentation and Summarization of Meeting Speech. 9-10
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Václav Novák:
Cedit - Semantic Networks Manual Annotation Tool. 11-12
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Stephanie Seneff, Chao Wang, Chih-yu Chao:
Spoken Dialogue Systems for Language Learning. 13-14
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