Table of Contents Preface from NTCIR-9 General Chairs Noriko Kando, Tsuneaki Kato and Eiichiro Sumita Overview of NTCIR-9 Tetsuya Sakai and Hideo Joho

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1 Table of Contents Preface from NTCIR-9 General Chairs Noriko Kando, Tsuneaki Kato and Eiichiro Sumita Overview of NTCIR-9 Tetsuya Sakai and Hideo Joho... viii... 1 Keynote Natural Language Understanding, Semantic-based Information Retrieval and Knowledge Management... 8 Jun'ichi Tsujii Core Tasks Geotemporal Information Retrieval Task (GeoTime) NTCIR9-GeoTime Overview - Evaluating Geographic and Temporal Search: Round 2 Fredric Gey, Ray R. Larson, Jorge Machado and Masaharu Yoshioka... 9 The Use of Inference Network Models in NTCIR-9 GeoTime Christopher G. Harris Geo-temporal Information Retrieval Based on Semantic Role Labeling and Rank Aggregation Yoonjae Jeong, Gwan Jang, Kyung-min Kim and Sung-Hyon Myaeng Modification of Vocabulary-based Re-ranking for Geographic and Temporal Searching at NTCIR GeoTime Task Kazuaki Kishida and Ikuko Matsushita Probabilistic Text Retrieval for NTCIR9 GeoTime Ray R. Larson Geo-Temporal retrieval filtering versus answer resolution using Wikipedia Jorge Machado, José Borbinha and Bruno Martins SINAI at NTCIR-9 GeoTime: a filtering and reranking approach based solely on geographical entities José M. Perea-Ortega, Miguel Ángel García-Cumbreras, Manuel García-Vega and L. Alfonso Ureña-López University of Alicante at NTCIR-9 GeoTime Fernando S. Peregrino, David Tomás and Fernando Llopis Pascual NTCIR-9 GeoTime at Osaka Kyoiku University - Toward Automatic Extraction of Place/Time Terms - Takashi Sato GeoTime Retrieval through Passage-based Learning to Rank Xiao-Lin Wang, Hai Zhao and Bao-Liang Lu RMIT and Gunma University at NTCIR-9 GeoTime Task Michiko Yasukawa, J. Shane Culpepper, Falk Scholer and Matthias Petri ABRIR at NTCIR-9 GeoTime Task Usage of Wikipedia and GeoNames for Handling Named Entity Information Masaharu Yoshioka i

2 Intent Task with One Click Access subtask (INTENT with 1CLICK) Overview of the NTCIR-9 INTENT Task Ruihua Song, Min Zhang, Tetsuya Sakai, Makoto P. Kato, Yiqun Liu, Miho Sugimoto, Qinglei Wang and Naoki Orii ICTIR Subtopic Mining System at NTCIR-9 INTENT Task Shuai Zhang, Kai Lu and Bin Wang University of Glasgow at the NTCIR-9 Intent task: Experiments with Terrier on Subtopic Mining and Document Ranking Rodrygo L. T. Santos, Craig Macdonald and Iadh Ounis Microsoft Research Asia at the NTCIR-9 Intent Task Jialong Han, Qinglei Wang, Naoki Orii, Zhicheng Dou, Tetsuya Sakai and Ruihua Song THUIR at NTCIR-9 INTENT Task Yufei Xue, Fei Chen, Tong Zhu, Chao Wang, Zhichao Li, Yiqun Liu, Min Zhang, Yijiang Jin and Shaoping Ma NTU Approaches to Subtopic Mining and Document Ranking at NTCIR-9 Intent Task Chieh-Jen Wang, Yung-Wei Lin, Ming-Feng Tsai and Hsin-Hsi Chen The KLE s Subtopic Mining System for the NTCIR-9 INTENT Task Se-Jong Kim, Hwidong Na and Jong-Hyeok Lee Qualifier Mining for NTCIR-INTENT Haitao Yu, Fuji Ren and Song Liu RMIT and Gunma University at NTCIR-9 Intent Task Michiko Yasukawa, J. Shane Culpepper, Falk Scholer and Matthias Petri Redundancy Removal to Selectively Diversify Information Retrieval Results Xiao-Lin Wang, Hai Zhao and Bao-Liang Lu UWaterloo at NTCIR-9: Intent discovery with anchor text John A. Akinyemi and Charles L.A. Clarke HITSCIR System in NTCIR-9 Subtopic Mining Task Wei Song, Yu Zhang, Handong Gao, Ting Liu and Sheng Li The Report on Subtopic Mining and Document Ranking of NTCIR-9 Intent Task Wei-Lun Xiao, Shih-Hung Wu, Liang-Pu Chen and Tsun Ku ISCAS at Subtopic Mining Task in NTCIR9 Xue Jiang, Xianpei Han and Le Sun Mining Search Subtopics from Query Logs Dan Zhu, Jianwei Cui, Jun He, Xiaoyong Du and Hongyan Liu HIT 2 Joint NLP Lab at the NTCIR-9 Intent Task Dongqing Xiao, Haoliang Qi, Jingbin Gao, Zhongyuan Han, Muyun Yang and Sheng Li Overview of NTCIR-9 1CLICK Tetsuya Sakai, Makoto P. Kato and Young-In Song ii

3 Information Extraction based Approach for the NTCIR-9 1CLICK Task Makoto P. Kato, Meng Zhao, Kosetsu Tsukuda, Yoshiyuki Shoji, Takehiro Yamamoto, Hiroaki Ohshima and Katsumi Tanaka TTOKU Summarization Based Systems at NTCIR-9 1CLICK task Hajime Morita, Takuya Makino, Tetsuya Sakai, Hiroya Takamura and Manabu Okumura Microsoft Research Asia at the NTCIR-9 1CLICK Task Naoki Orii, Young-In Song and Tetsuya Sakai IR for Spoken Documents Task (SpokenDoc) Overview of the IR for Spoken Documents Task in NTCIR-9 Workshop Tomoyosi Akiba, Hiromitsu Nishizaki, Kiyoaki Aikawa, Tatsuya Kawahara and Tomoko Matsui Spoken Term Detection Using Multiple Speech Recognizers Outputs at NTCIR-9 SpokenDoc STD subtask Hiromitsu Nishizaki, Hiroto Furuya, Satoshi Natori and Yoshihiro Sekiguchi High speed spoken term detection by combination of n-gram array of a syllable lattice and LVCSR result for NTCIR-SpokenDoc Keisuke Iwami and Seiichi Nakagawa Spoken document retrieval method combining query expansion with continuous syllable recognition for NTCIR-SpokenDoc Satoru Tsuge, Hiromasa Ohashi, Norihide Kitaoka, Kazuya Takeda and Kenji Kita DCU at the NTCIR-9 SpokenDoc Passage Retrieval Task Maria Eskevich and Gareth J. F. Jones Toward improvement of SDR accuracy using LDA and query expansion for SpokenDoc Kiichi Hasegawa, Hideki Sekiya, Masanori Takehara, Taro Niinomi, Satoshi Tamura and Satoru Hayamizu STD based on Hough Transform and SDR using STD results: Experiments at NTCIR-9 SpokenDoc Taisuke Kaneko, Tomoko Takigami and Tomoyosi Akiba Utilization of Suffix Array for Quick STD and Its Evaluation on the NTCIR-9 SpokenDoc Task Kouichi Katsurada, Koudai Katsuura, Yurie Iribe and Tsuneo Nitta Spoken Document Retrieval Experiments for SpokenDoc at Ryukoku University (RYSDT) Hiroaki Nanjo, Kazuyuki Noritake and Takehiko Yoshimi An STD system for OOV query terms using various subword units Hiroyuki Saito, Takuya Nakano, Shirou Narumi, Toshiaki Chiba, Kazuma Kon no and Yoshiaki Itoh YLAB@RU at Spoken Term Detection Task in NTCIR-9 Yoichi Yamashita, Toru Matsunaga and Kook Cho Recognizing Inference in TExt Task (RITE) Overview of NTCIR-9 RITE: Recognizing Inference in TExt Hideki Shima, Hiroshi Kanayama, Cheng-Wei Lee, Chuan-Jie Lin, Teruko Mitamura, Yusuke Miyao, Shuming Shi and Koichi Takeda iii

4 A Machine Learning based Textual Entailment Recognition System of JAIST Team for NTCIR9 RITE Quang Nhat Minh Pham, Le Minh Nguyen and Akira Shimazu Predicate-argument Structure based Textual Entailment Recognition System of KYOTO Team for NTCIR9 RITE Tomohide Shibata and Sadao Kurohashi UIOWA at NTCIR-9 RITE: Using the Power of the Crowd to Establish Inference Rules Christopher G. Harris ICRC_HITSZ at RITE: Leveraging Multiple Classifiers Voting for Textual Entailment Recognition Yaoyun Zhang, Jun Xu, Chenlong Liu, Xiaolong Wang, Ruifeng Xu, Qingcai Chen, Xuan Wang, Yongshuai Hou and Buzhou Tang NTTCS Textual Entailment Recognition System for NTCIR-9 RITE Yasuhiro Akiba, Hirotoshi Taira, Sanae Fujita, Kaname Kasahara and Masaaki Nagata FudanNLP at RITE 2011: a Shallow Semantic Approach to Textual Entailment Ling Cao, Xipeng Qiu and Xuanjing Huang IMTKU Textual Entailment System for Recognizing Inference in Text at NTCIR-9 RITE Min-Yuh Day, Re-Yuan Lee, Cheng-Tai Liu, Chun Tu, Chin-Sheng Tseng, Loong Tern Yap, Allen-Green C.L. Huang, Yu-Hsuan Chiu and Wei-Ze Hong The Yuntech System in NTCIR-9 RITE Task Nai-Hsuan Han and Lun-Wei Ku NTU Textual Entailment System for NTCIR 9 RITE Task Hen-Hsen Huang, Kai-Chun Chang, James M.C. Haver II and Hsin-Hsi Chen The Description of the NTOU RITE System in NTCIR-9 Chuan-Jie Lin and Bo-Yu Hsiao WUST SVM-Based System at NTCIR-9 RITE Task Maofu Liu, Yan Li, Yu Xiao and Chunwei Lei Recognizing Text Entailment via Syntactic Tree Matching Zhewei Mai, Yue Zhang and Donghong Ji A Textual Entailment System using Web based Machine Translation System Partha Pakray, Snehasis Neogi, Sivaji Bandyopadhyay and Alexander Gelbukh The WHUTE System in NTCIR-9 RITE Task Han Ren, Chen Lv and Donghong Ji IASL RITE System at NTCIR Cheng-Wei Shih, Cheng-Wei Lee, Ting-Hao Yang and Wen-Lian Hsu LTI's Textual Entailment Recognizer System at NTCIR-9 RITE Hideki Shima, Yuanpeng Li, Naoki Orii and Teruko Mitamura ZSWSL Text Entailment Recognizing System at NTCIR-9 RITE Task Ranxu Su, Sheng Shang, Pan Wang, Haixu Liu and Yan Zheng iv

5 Experiments for NTCIR-9 RITE Task at Shibaura Institute of Technology Toru Sugimoto Syntactic Difference Based Approach for NTCIR-9 RITE Task Yuta Tsuboi, Hiroshi Kanayama, Masaki Ohno and Yuya Unno Experiments of FX for NTCIR-9 RITE Japanese BC Subtask Hiroshi Umemoto and Keigo Hattori TU Group at NTCIR9-RITE: Leveraging Diverse Lexical Resources for Recognizing Textual Entailment Yotaro Watanabe, Junta Mizuno, Eric Nichols, Katsuma Narisawa, Keita Nabeshima and Kentaro Inui Binary-class and Multi-class Chinese Textural Entailment System Description in NTCIR-9 RITE Shih-Hung Wu, Wan-Chi Huang, Liang-Pu Chen and Tsun Ku MCU at NTCIR: A Resources Limited Chinese Textual Entailment Recognition System Yu-Chieh Wu, Chung-Jung Lee and Yaw-Chu Chen ICL Participation at NTCIR-9 RITE Xu Xing and Wang Houfeng Pilot Tasks Cross-lingual Link Discovery Task (CrossLink) Overview of the NTCIR-9 Crosslink Task: Cross-lingual Link Discovery Ling-Xiang Tang, Shlomo Geva, Andrew Trotman, Yue Xu and Kelly Y. Itakura Using Concept base and Wikipedia for Cross-Lingual Link Discovery Pham Huy Anh and Takashi Yukawa IISR Crosslink Approach at NTCIR 9 CLLD Task Chun-Yuan Cheng, Yu-Chun Wang and Richard Tzong-Han Tsai HITS Graph-based System at the NTCIR-9 Cross-lingual Link Discovery Task Angela Fahrni, Vivi Nastase and Michael Strube English-to-Korean Cross-linking of Wikipedia Articles at KSLP In-Su Kang and Ralph Marigomen Cross-lingual Link Discovery by Using Link Probability and Bilingual Dictionary Sin-Jae Kang UKP at CrossLink: Anchor Text Translation for Cross-lingual Link Discovery Jungi Kim and Iryna Gurevych KMI, The Open University at NTCIR-9 CrossLink: Cross-Lingual Link Discovery in Wikipedia Using Explicit Semantic Analysis Petr Knoth, Lukas Zilka and Zdenek Zdrahal Discovering Links by Context Similarity and Translated Key Phrases for NTCIR9 CrossLink Yi-Hsun Lee, Chung-Yao Chuang, Cen-Chieh Chen and Wen-Lian Hsu v

6 WUST EN-CS Crosslink System at NTCIR-9 CLLD Task Maofu Liu, Le Kang, Shuang Yang and Hong Zhang Automated Cross-lingual Link Discovery in Wikipedia Ling-Xiang Tang, Daniel Cavanagh, Andrew Trotman, Shlomo Geva, Yue Xu and Laurianne Sitbon Multi-filtering Method Based Cross-lingual Link Discovery Yingfan Gao, Hongjiao Xu, Junsheng Zhang and Huilin Wang Interactive Visual Exploration Task (VisEx) Overview of the VisEx task at NTCIR Tsuneaki Kato, Mitsunori Matsushita and Hideo Joho Grid-based Interaction for NTCIR-9 VisEx Task Hideo Joho and Tetsuya Sakai How Does a User Utilize a Chart-based Interface to Conduct Exploratory Data Analysis? Kazuhiro Tanaka, Daiki Hasui and Mitsunori Matsushita Read Article Management in Document Search Process for NTCIR-9 VisEx Task Yasufumi Takama, Shunichi Hattori and Ryosuke Miyake Effects of the Variety of Document Retrieval Methods on Interactive Information Access - An Experiment in the NTCIR-9 VisEx Task Tsuneaki Kato Patent Machine Translation Task (PatentMT) Overview of the Patent Machine Translation Task at the NTCIR-9 Workshop Isao Goto, Bin Lu, Ka Po Chow, Eiichiro Sumita and Benjamin K. Tsou BBN s Systems for the Chinese-English Sub-task of the NTCIR-9 PatentMT Evaluation Jeff Ma and Spyros Matsoukas NTT-UT Statistical Machine Translation in NTCIR-9 PatentMT Katsuhito Sudoh, Kevin Duh, Hajime Tsukada, Masaaki Nagata, Xianchao Wu, Takuya Matsuzaki and Jun ichi Tsujii The NiuTrans Machine Translation System for NTCIR-9 PatentMT Tong Xiao, Qiang Li, Qi Lu, Hao Zhang, Haibo Ding, Shujie Yao, Xiaoming Xu, Xiaoxu Fei, Jingbo Zhu, Feiliang Ren and Huizhen Wang The RWTH Aachen System for NTCIR-9 PatentMT Minwei Feng, Christoph Schmidt, Joern Wuebker, Stephan Peitz, Markus Freitag and Hermann Ney IBM Chinese-to-English PatentMT System for NTCIR Young-Suk Lee, Bing Xiang, Bing Zhao, Martin Franz, Salim Roukos and Yaser Al-Onaizan Use of the Japio Technical Field Dictionaries for NTCIR-PatentMT Tadaaki Oshio, Tomoharu Mitsuhashi and Tsuyoshi Kakita LIUM s Statistical Machine Translation System for the NTCIR Chinese/English PatentMT Holger Schwenk and Sadaf Abdul-Rauf vi

7 Machine translation system for patent documents combining rule-based translation and statistical post-editing applied to the PatentMT Task Terumasa Ehara ZZX_MT: the BeiHang MT System for NTCIR-9 PatentMT Task WenHan Chao and Zhoujun Li ISTIC Statistical Machine Translation System for Patent machine translation in NTCIR-9 Yanqing He, Chongde Shi and Huilin Wang System Description of BJTU-NLP SMT for NTCIR-9 PatentMT Junjie Jiang, Jinan Xu, Youfang Lin and Yujie Zhang Learning of Linear Ordering Problems and its Application to J-E Patent Translation in NTCIR-9 PatentMT Shuhei Kondo, Mamoru Komachi, Yuji Matsumoto, Katsuhito Sudoh, Kevin Duh and Hajime Tsukada Statistical Machine Translation with Rule based Machine Translation Jin ichi Murakami and Masato Tokuhisa POSTECH s Statistical Machine Translation Systems for NTCIR-9 PatentMT Task (English-to-Japanese) Hwidong Na, Jin-Ji Li, Se-Jong Kim and Jong-Hyeok Lee EBMT System of KYOTO Team in PatentMT Task at NTCIR-9 Toshiaki Nakazawa and Sadao Kurohashi Statistical Approaches to Patent Translation for PatentMT - Experiments with Various Settings of Training Data Yuen-Hsien Tseng, Chao-Lin Liu, Chia-Chi Tsai, Jui-Ping Wang, Yi-Hsuan Chuang and James Jeng SMT Systems in the University of Tokyo for NTCIR-9 PatentMT Xianchao Wu, Takuya Matsuzaki and Jun ichi Tsujii The ICT s Patent MT System Description for NTCIR Hao Xiong, Linfeng Song, FanDong Meng, Yajuan Lü and Qun Liu HPB SMT of FRDC Assisted by Paraphrasing for the NTCIR-9 PatentMT Zhongguang Zheng, Naisheng Ge, Yao Meng and Hao Yu [PatentMT] Summary Report of Team III_CYUT_NTHU Joseph Chang, Ho-Ching Yen, Shih-Ting Huang, Ming-Jhuan Jiang, Chung-Chi Huang, Jason S. Chang and Ping-Che Yang Author Index Organization of the NTCIR-9 Workshop vii

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