---
title: "ACL 2003 — all accepted papers with summaries and citations"
description: "All 112 papers of ACL 2003 · page 1 of 2, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/acl/2003/papers/"
---
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# ACL 2003: all accepted papers

112 papers · page 1 of 2 · the most cited first · [← ACL 2003](https://md.research.elamur.ai/free/en/venues/acl/2003/)

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1. **[A Bootstrapping Approach to Named Entity Classification Using Successive Learners ↗](https://aclanthology.org/P03-1043/)**Cheng Niu, Wei Li, Jihong Ding et al.
2. **[A Comparative Study on Reordering Constraints in Statistical Machine Translation ↗](https://aclanthology.org/P03-1019/)**Richard Zens, Hermann Ney
3. **[A Computational Treatment of Korean Temporal Markers, OE and DONGAN ↗](https://aclanthology.org/P03-2010/)**Hyunjung Son
4. **[A Debug Tool for Practical Grammar Development ↗](https://aclanthology.org/P03-2033/)**Akane Yakushiji, Yuka Tateisi, Yusuke Miyao et al.
5. **[A Limited-Domain English to Japanese Medical Speech Translator Built Using REGULUS 2 ↗](https://aclanthology.org/P03-2024/)**Manny Rayner, Pierrette Bouillon, Vol Van Dalsem III et al.
6. **[A Machine Learning Approach to Pronoun Resolution in Spoken Dialogue](https://md.research.elamur.ai/free/en/papers/strube-2003-machine-learning-approach-pronoun-resolution/)**Michael Strube, Christoph Müller*our summary*
7. **[A Noisy-Channel Approach to Question Answering ↗](https://aclanthology.org/P03-1003/)**Abdessamad Echihabi, Daniel Marcu
8. **[A Novel Approach to Semantic Indexing Based on Concept ↗](https://aclanthology.org/P03-2007/)**Bo-Yeong Kang
9. **[A Probability Model to Improve Word Alignment ↗](https://aclanthology.org/P03-1012/)**Colin Cherry, Dekang Lin
10. **[A Prototype Text to British Sign Language (BSL) Translation System ↗](https://aclanthology.org/P03-2018/)**Ian Marshall, Éva Sáfár
11. **[A Ranking Model of Proximal and Structural Text Retrieval Based on Region Algebra ↗](https://aclanthology.org/P03-2008/)**Katsuya Masuda
12. **[A SNoW Based Supertagger with Application to NP Chunking ↗](https://aclanthology.org/P03-1064/)**Libin Shen, Aravind K. Joshi
13. **[A Speech Interface for Open-Domain Question-Answering ↗](https://aclanthology.org/P03-2034/)**Edward Schofield, Zhiping Zheng
14. **[A Speech Translation System with Mobile Wireless Clients ↗](https://aclanthology.org/P03-2023/)**Kiyoshi Yamabana, Ken Hanazawa, Ryosuke Isotani et al.
15. **[A Spoken Dialogue Interface for TV Operations based on Data Collected by using WOZ Method ↗](https://aclanthology.org/P03-2015/)**Jun Goto, Yeun-Bae Kim, Masaru Miyazaki et al.
16. **[A Syllable Based Word Recognition Model for Korean Noun Extraction ↗](https://aclanthology.org/P03-1060/)**Do-Gil Lee, Hae-Chang Rim, Heui-Seok Lim
17. **[A Tabulation-Based Parsing Method that Reduces Copying ↗](https://aclanthology.org/P03-1026/)**Gerald Penn, Cosmin Munteanu
18. **[A Word-Order Database for Testing Computational Models of Language Acquisition ↗](https://aclanthology.org/P03-1053/)**William Gregory Sakas
19. **[ACL-03 Interactive Posters and Demonstrations ↗](https://aclanthology.org/P03-2014/)**
20. **[Accurate Unlexicalized Parsing](https://md.research.elamur.ai/free/en/papers/klein-2003-accurate-unlexicalized-parsing/)**Dan Klein, Christopher D. Manning · 🏆 Best Paper*our summary*
21. **[Acquiring Vocabulary for Predictive Text Entry through Dynamic Reuse of a Small User Corpus ↗](https://aclanthology.org/P03-1052/)**Kumiko Tanaka-Ishii, Daichi Hayakawa, Masato Takeichi
22. **[An Adaptive Approach to Collecting Multimodal Input ↗](https://aclanthology.org/P03-2005/)**Anurag Gupta
23. **[An Evaluation Method of Words Tendency using Decision Tree ↗](https://aclanthology.org/P03-2022/)**El-Sayed Atlam, Masaki Oono, Jun-ichi Aoe
24. **[An Expert Lexicon Approach to Identifying English Phrasal Verbs](https://md.research.elamur.ai/free/en/papers/li-2003-expert-lexicon-approach-identifying-english/)**Wei Li, Xiuhong Zhang, Cheng Niu et al.*our summary*
25. **[An Improved Extraction Pattern Representation Model for Automatic IE Pattern Acquisition ↗](https://aclanthology.org/P03-1029/)**Kiyoshi Sudo, Satoshi Sekine, Ralph Grishman
26. **[An Intelligent Procedure Assistant Built Using REGULUS 2 and ALTERF ↗](https://aclanthology.org/P03-2038/)**Manny Rayner, Beth Ann Hockey, Jim Hieronymus et al.
27. **[An Ontology-based Semantic Tagger for IE system ↗](https://aclanthology.org/P03-2002/)**Narjès Boufaden
28. **[Analysis of Source Identified Text Corpora: Exploring the Statistics of the Reused Text and Authorship ↗](https://aclanthology.org/P03-1049/)**Akiko Aizawa
29. **[Approaches to Zero Adnominal Recognition ↗](https://aclanthology.org/P03-2013/)**Mitsuko Yamura-Takei
30. **[Automatic Acquisition of Named Entity Tagged Corpus from World Wide Web ↗](https://aclanthology.org/P03-2031/)**Joohui An, Seungwoo Lee, Gary Geunbae Lee
31. **[Automatic Collection of Related Terms from the Web ↗](https://aclanthology.org/P03-2020/)**Satoshi Sato, Yasuhiro Sasaki
32. **[Automatic Detection of Grammar Elements that Decrease Readability ↗](https://aclanthology.org/P03-2037/)**Masatoshi Tsuchiya, Satoshi Sato
33. **[Automatic Error Detection in the Japanese Learners' English Spoken Data ↗](https://aclanthology.org/P03-2026/)**Emi Izumi, Kiyotaka Uchimoto, Toyomi Saiga et al.
34. **[Bilingual Terminology Acquisition from Comparable Corpora and Phrasal Translation to Cross-Language Information Retrieval ↗](https://aclanthology.org/P03-2025/)**Fatiha Sadat, Masatoshi Yoshikawa, Shunsuke Uemura
35. **[Bridging the Gap Between Underspecification Formalisms: Minimal Recursion Semantics as Dominance Constraints ↗](https://aclanthology.org/P03-1047/)**Joachim Niehren, Stefan Thater
36. **[Chinese Unknown Word Identification Using Character-based Tagging and Chunking ↗](https://aclanthology.org/P03-2039/)**Chooi Ling Goh, Masayuki Asahara, Yuji Matsumoto
37. **[Chunk-Based Statistical Translation ↗](https://aclanthology.org/P03-1039/)**Taro Watanabe, Eiichiro Sumita, Hiroshi G. Okuno
38. **[Classifying Recognition Results for Spoken Dialog Systems ↗](https://aclanthology.org/P03-2004/)**Malte Gabsdil
39. **[Closing the Gap: Learning-Based Information Extraction Rivaling Knowledge-Engineering Methods ↗](https://aclanthology.org/P03-1028/)**Hai Leong Chieu, Hwee Tou Ng, Yoong Keok Lee
40. **[Clustering Polysemic Subcategorization Frame Distributions Semantically ↗](https://aclanthology.org/P03-1009/)**Anna Korhonen, Yuval Krymolowski, Zvika Marx
41. **[Combining Deep and Shallow Approaches in Parsing German ↗](https://aclanthology.org/P03-1015/)**Michael Schiehlen
42. **[Comparison between CFG Filtering Techniques for LTAG and HPSG ↗](https://aclanthology.org/P03-2036/)**Naoki Yoshinaga, Kentaro Torisawa, Jun'ichi Tsujii
43. **[Compounding and Derivational Morphology in a Finite-State Setting ↗](https://aclanthology.org/P03-1025/)**Jonas Kuhn
44. **[Constructing Semantic Space Models from Parsed Corpora ↗](https://aclanthology.org/P03-1017/)**Sebastian Padó, Mirella Lapata
45. **[Coreference Resolution Using Competition Learning Approach](https://md.research.elamur.ai/free/en/papers/yang-2003-coreference-resolution-competition-learning-approach/)**Xiaofeng Yang, Guodong Zhou, Jian Su et al.*our summary*
46. **[Corpus-Based Discourse Understanding in Spoken Dialogue Systems ↗](https://aclanthology.org/P03-1031/)**Ryuichiro Higashinaka, Mikio Nakano, Kiyoaki Aikawa
47. **[Counter-Training in Discovery of Semantic Patterns ↗](https://aclanthology.org/P03-1044/)**Roman Yangarber
48. **[Deep Syntactic Processing by Combining Shallow Methods ↗](https://aclanthology.org/P03-1055/)**Péter Dienes, Amit Dubey
49. **[Deverbal Compound Noun Analysis Based on Lexical Conceptual Structure ↗](https://aclanthology.org/P03-2035/)**Koichi Takeuchi, Kyo Kageura, Teruo Koyama
50. **[Dialog Navigator : A Spoken Dialog Q-A System based on Large Text Knowledge Base ↗](https://aclanthology.org/P03-2027/)**Yoji Kiyota, Sadao Kurohashi, Teruhisa Misu et al.
51. **[Discourse Chunking: A Tool in Dialogue Act Tagging ↗](https://aclanthology.org/P03-2009/)**T. Daniel Midgley
52. **[Discourse Segmentation of Multi-Party Conversation](https://md.research.elamur.ai/free/en/papers/galley-2003-discourse-segmentation-multi-party-conversation/)**Michel Galley, Kathleen R. McKeown, Eric Fosler-Lussier et al.*our summary*
53. **[Effective Phrase Translation Extraction from Alignment Models ↗](https://aclanthology.org/P03-1041/)**Ashish Venugopal, Stephan Vogel, Alex Waibel
54. **[Evaluation Challenges in Large-Scale Document Summarization ↗](https://aclanthology.org/P03-1048/)**Dragomir R. Radev, Simone Teufel, Horacio Saggion et al.
55. **[Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical Study](https://md.research.elamur.ai/free/en/papers/ng-2003-exploiting-parallel-texts-word-sense/)**Hwee Tou Ng, Bin Wang, Yee Seng Chan*our summary*
56. **[Extracting Key Semantic Terms from Chinese Speech Query for Web Searches ↗](https://aclanthology.org/P03-1032/)**Gang Wang, Tat-Seng Chua, Yong-Cheng Wang
57. **[Extraction and Verification of KO-OU Expressions from Large Corpora ↗](https://aclanthology.org/P03-2032/)**Atsuko Kida, Eiko Yamamoto, Kyoko Kanzaki et al.
58. **[Fast Methods for Kernel-Based Text Analysis](https://md.research.elamur.ai/free/en/papers/kudo-2003-fast-methods-kernel-based-text/)**Taku Kudo, Yuji Matsumoto*our summary*
59. **[Feature-Rich Statistical Translation of Noun Phrases ↗](https://aclanthology.org/P03-1040/)**Philipp Koehn, Kevin Knight
60. **[Feedback Cleaning of Machine Translation Rules Using Automatic Evaluation ↗](https://aclanthology.org/P03-1057/)**Kenji Imamura, Eiichiro Sumita, Yuji Matsumoto
61. **[Finding Non-local Dependencies: Beyond Pattern Matching ↗](https://aclanthology.org/P03-2006/)**Valentin Jijkoun
62. **[Flexible Guidance Generation Using User Model in Spoken Dialogue Systems ↗](https://aclanthology.org/P03-1033/)**Kazunori Komatani, Shinichi Ueno, Tatsuya Kawahara et al.
63. **[Generalized Algorithms for Constructing Statistical Language Models ↗](https://aclanthology.org/P03-1006/)**Cyril Allauzen, Mehryar Mohri, Brian Roark
64. **[Generating Parallel Multilingual LFG-TAG Grammars from a MetaGrammar ↗](https://aclanthology.org/P03-1024/)**Lionel Clément, Alexandra Kinyon
65. **[Hierarchical Directed Acyclic Graph Kernel: Methods for Structured Natural Language Data ↗](https://aclanthology.org/P03-1005/)**Jun Suzuki, Tsutomu Hirao, Yutaka Sasaki et al.
66. **[High-precision Identification of Discourse New and Unique Noun Phrases ↗](https://aclanthology.org/P03-2012/)**Olga Uryupina
67. **[Improved Source-Channel Models for Chinese Word Segmentation ↗](https://aclanthology.org/P03-1035/)**Jianfeng Gao, Mu Li, Chang-Ning Huang
68. **[Improving Subcategorization Acquisition Using Word Sense Disambiguation ↗](https://aclanthology.org/P03-1007/)**Anna Korhonen, Judita Preiss
69. **[Integrated Shallow and Deep Parsing: TopP Meets HPSG ↗](https://aclanthology.org/P03-1014/)**Anette Frank, Markus Becker, Berthold Crysmann et al.
70. **[Integrating Discourse Markers into a Pipelined Natural Language Generation Architecture ↗](https://aclanthology.org/P03-1034/)**Charles B. Callaway
71. **[Integrating Information Extraction and Automatic Hyperlinking ↗](https://aclanthology.org/P03-2019/)**Stephan Busemann, Witold Drozdzynski, Hans-Ulrich Krieger et al.
72. **[Is it Harder to Parse Chinese, or the Chinese Treebank? ↗](https://aclanthology.org/P03-1056/)**Roger Levy, Christopher D. Manning
73. **[Kiwi: A Multilingual Usage Consultation Tool based on Internet Searching ↗](https://aclanthology.org/P03-2016/)**Kumiko Tanaka-Ishii, Masato Yamamoto, Hiroshi Nakagawa
74. **[Language Model Based Arabic Word Segmentation ↗](https://aclanthology.org/P03-1051/)**Young-Suk Lee, Kishore Papineni, Salim Roukos et al.
75. **[Learning Non-Isomorphic Tree Mappings for Machine Translation](https://md.research.elamur.ai/free/en/papers/eisner-2003-learning-non-isomorphic-tree-mappings/)**Jason Eisner*our summary*
76. **[Learning the Countability of English Nouns from Corpus Data ↗](https://aclanthology.org/P03-1059/)**Timothy Baldwin, Francis Bond
77. **[Learning to Predict Pitch Accents and Prosodic Boundaries in Dutch ↗](https://aclanthology.org/P03-1062/)**Erwin Marsi, Martin Reynaert, Antal van den Bosch et al.
78. **[Loosely Tree-Based Alignment for Machine Translation](https://md.research.elamur.ai/free/en/papers/gildea-2003-loosely-tree-based-alignment-machine/)**Daniel Gildea*our summary*
79. **[Minimum Error Rate Training in Statistical Machine Translation ↗](https://aclanthology.org/P03-1021/)**Franz Josef Och
80. **[Morphological Analysis of a Large Spontaneous Speech Corpus in Japanese ↗](https://aclanthology.org/P03-1061/)**Kiyotaka Uchimoto, Chikashi Nobata, Atsushi Yamada et al.
81. **[Offline Strategies for Online Question Answering: Answering Questions Before They Are Asked ↗](https://aclanthology.org/P03-1001/)**Michael Fleischman, Eduard Hovy, Abdessamad Echihabi
82. **[On the Applicability of Global Index Grammars ↗](https://aclanthology.org/P03-2003/)**José M. Castaño
83. **[Optimizing Story Link Detection is not Equivalent to Optimizing New Event Detection ↗](https://aclanthology.org/P03-1030/)**Ayman Farahat, Francine Chen, Thorsten Brants
84. **[Orthogonal Negation in Vector Spaces for Modelling Word-Meanings and Document Retrieval ↗](https://aclanthology.org/P03-1018/)**Dominic Widdows
85. **[Parametric Models of Linguistic Count Data ↗](https://aclanthology.org/P03-1037/)**Martin Jansche
86. **[Parsing with Generative Models of Predicate-Argument Structure ↗](https://aclanthology.org/P03-1046/)**Julia Hockenmaier
87. **[Probabilistic Parsing for German Using Sister-Head Dependencies ↗](https://aclanthology.org/P03-1013/)**Amit Dubey, Frank Keller
88. **[Probabilistic Text Structuring: Experiments with Sentence Ordering](https://md.research.elamur.ai/free/en/papers/lapata-2003-probabilistic-text-structuring-experiments-sentence/)**Mirella Lapata*our summary*
89. **[Proceedings of the ACL-2003 Student Research Workshop ↗](https://aclanthology.org/P03-2001/)**
90. **[Recognizing Expressions of Commonsense Psychology in English Text](https://md.research.elamur.ai/free/en/papers/gordon-2003-recognizing-expressions-commonsense-psychology-english/)**Andrew Gordon, Abe Kazemzadeh, Anish Nair et al.*our summary*
91. **[Reliable Measures for Aligning Japanese-English News Articles and Sentences ↗](https://aclanthology.org/P03-1010/)**Masao Utiyama, Hitoshi Isahara
92. **[Self-Organizing Markov Models and Their Application to Part-of-Speech Tagging ↗](https://aclanthology.org/P03-1038/)**Jin-Dong Kim, Hae-Chang Rim, Jun'ichi Tsujii
93. **[Semantic Classification of Chinese Unknown Words ↗](https://aclanthology.org/P03-2011/)**Huihsin Tseng
94. **[Spoken Interactive ODQA System: SPIQA ↗](https://aclanthology.org/P03-2028/)**Chiori Hori, Takaaki Hori, Hajime Tsukada et al.
95. **[Synonymous Collocation Extraction Using Translation Information ↗](https://aclanthology.org/P03-1016/)**Hua Wu, Ming Zhou
96. **[Syntactic Features and Word Similarity for Supervised Metonymy Resolution ↗](https://aclanthology.org/P03-1008/)**Malvina Nissim, Katja Markert
97. **[Text Chunking by Combining Hand-Crafted Rules and Memory-Based Learning ↗](https://aclanthology.org/P03-1063/)**Seong-Bae Park, Byoung-Tak Zhang
98. **[The FrameNet Data and Software ↗](https://aclanthology.org/P03-2030/)**Collin F. Baker, Hiroaki Sato
99. **[TotalRecall: A Bilingual Concordance for Computer Assisted Translation and Language Learning ↗](https://aclanthology.org/P03-2040/)**Jian-Cheng Wu, Kevin C. Yeh, Thomas C. Chuang et al.
100. **[Towards Interactive Text Understanding ↗](https://aclanthology.org/P03-2017/)**Marc Dymetman, Aurélien Max, Kenji Yamada

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