---
title: "EMNLP 2004 — all accepted papers — the most cited first"
description: "All 57 papers of EMNLP 2004, the most cited first; those with our summary link to it. Among them: A Boosting Algorithm for Classification of…"
canonical: "https://research.elamur.ai/free/en/venues/emnlp/2004/papers/"
---
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# EMNLP 2004: all accepted papers

57 papers · the most cited first · [← EMNLP 2004](https://md.research.elamur.ai/free/en/venues/emnlp/2004/)

1. **[A Boosting Algorithm for Classification of Semi-Structured Text ↗](https://aclanthology.org/W04-3239/)**Taku Kudo, Yuji Matsumoto
2. **[A Distributional Analysis of a Lexicalized Statistical Parsing Model ↗](https://aclanthology.org/W04-3224/)**Daniel M. Bikel
3. **[A Hybrid Model for Morpho-Syntactic Annotation of German with a Large Tagset ↗](https://aclanthology.org/W04-3231/)**Julia Trushkina, Erhard Hinrichs
4. **[A New Approach for English-Chinese Named Entity Alignment ↗](https://aclanthology.org/W04-3248/)**Donghui Feng, Yajuan Lv, Ming Zhou
5. **[A Phrase-Based HMM Approach to Document/Abstract Alignment ↗](https://aclanthology.org/W04-3216/)**Hal Daumé III, Daniel Marcu
6. **[A Resource-light Approach to Russian Morphology: Tagging Russian using Czech resources ↗](https://aclanthology.org/W04-3229/)**Jiri Hana, Anna Feldman, Chris Brew
7. **[Active Learning and the Total Cost of Annotation ↗](https://aclanthology.org/W04-3202/)**Jason Baldridge, Miles Osborne
8. **[Adaptation of Maximum Entropy Capitalizer: Little Data Can Help a Lo ↗](https://aclanthology.org/W04-3237/)**Ciprian Chelba, Alex Acero
9. **[Adaptive Language and Translation Models for Interactive Machine Translation ↗](https://aclanthology.org/W04-3225/)**Laurent Nepveu, Guy Lapalme, Philippe Langlais et al.
10. **[Applying Conditional Random Fields to Japanese Morphological Analysis](https://md.research.elamur.ai/free/en/papers/kudo-2004-applying-conditional-random-fields-japanese/)**Taku Kudo, Kaoru Yamamoto, Yuji Matsumoto*our summary*
11. **[Attribute-Based and Value-Based Clustering: An Evaluation ↗](https://aclanthology.org/W04-3221/)**Abdulrahman Almuhareb, Massimo Poesio
12. **[Author Index ↗](https://aclanthology.org/W04-3257/)**
13. **[Automatic Analysis of Plot for Story Rewriting ↗](https://aclanthology.org/W04-3217/)**Harry Halpin, Johanna D. Moore, Judy Robertson
14. **[Automatic Paragraph Identification: A Study across Languages and Domains ↗](https://aclanthology.org/W04-3210/)**Caroline Sporleder, Mirella Lapata
15. **[Bilingual Parsing with Factored Estimation: Using English to Parse Korean ↗](https://aclanthology.org/W04-3207/)**David A. Smith, Noah A. Smith
16. **[Calibrating Features for Semantic Role Labeling ↗](https://aclanthology.org/W04-3212/)**Nianwen Xue, Martha Palmer
17. **[Chinese Part-of-Speech Tagging: One-at-a-Time or All-at-Once? Word-Based or Character-Based?](https://md.research.elamur.ai/free/en/papers/ng-2004-chinese-part-speech-tagging-one/)**Hwee Tou Ng, Jin Kiat Low*our summary*
18. **[Comparing and Combining Generative and Posterior Probability Models: Some Advances in Sentence Boundary Detection in Speech ↗](https://aclanthology.org/W04-3209/)**Yang Liu, Andreas Stolcke, Elizabeth Shriberg et al.
19. **[Dependencies vs. Constituents for Tree-Based Alignment ↗](https://aclanthology.org/W04-3228/)**Daniel Gildea
20. **[Efficient Decoding for Statistical Machine Translation with a Fully Expanded WFST Model ↗](https://aclanthology.org/W04-3255/)**Hajime Tsukada, Masaaki Nagata
21. **[Error Measures and Bayes Decision Rules Revisited with Applications to POS Tagging ↗](https://aclanthology.org/W04-3235/)**Hermann Ney, Maja Popović, David Sündermann
22. **[Evaluating Information Content by Factoid Analysis: Human annotation and stability ↗](https://aclanthology.org/W04-3254/)**Simone Teufel, Hans van Halteren
23. **[From Machine Translation to Computer Assisted Translation using Finite-State Models ↗](https://aclanthology.org/W04-3245/)**Jorge Civera, Elsa Cubel, Antonio L. Lagarda et al.
24. **[Identifying Broken Plurals in Unvowelised Arabic Tex](https://md.research.elamur.ai/free/en/papers/goweder-2004-identifying-broken-plurals-unvowelised-arabic/)**Abduelbaset Goweder, Massimo Poesio, Anne De Roeck et al.*our summary*
25. **[Improving Word Alignment Models using Structured Monolingual Corpora ↗](https://aclanthology.org/W04-3226/)**Wei Wang, Ming Zhou
26. **[Incremental Feature Selection and l1 Regularization for Relaxed Maximum-Entropy Modeling ↗](https://aclanthology.org/W04-3223/)**Stefan Riezler, Alexander Vasserman
27. **[Induction of Greedy Controllers for Deterministic Treebank Parsers ↗](https://aclanthology.org/W04-3203/)**Tom Kalt
28. **[Instance-Based Question Answering: A Data-Driven Approach ↗](https://aclanthology.org/W04-3251/)**Lucian Vlad Lita, Jaime Carbonell
29. **[Learning Hebrew Roots: Machine Learning with Linguistic Constraints](https://md.research.elamur.ai/free/en/papers/daya-2004-learning-hebrew-roots-machine-learning/)**Ezra Daya, Dan Roth, Shuly Wintner*our summary*
30. **[Learning Nonstructural Distance Metric by Minimum Cluster Distortion ↗](https://aclanthology.org/W04-3244/)**Daichi Mochihashi, Genichiro Kikui, Kenji Kita
31. **[Learning to Classify Email into “Speech Acts”](https://md.research.elamur.ai/free/en/papers/cohen-2004-learning-classify-email-into-speech/)**William W. Cohen, Vitor R. Carvalho, Tom M. Mitchell*our summary*
32. **[LexPageRank: Prestige in Multi-Document Text Summarization ↗](https://aclanthology.org/W04-3247/)**Güneş Erkan, Dragomir R. Radev
33. **[Max-Margin Parsing ↗](https://aclanthology.org/W04-3201/)**Ben Taskar, Dan Klein, Michael Collins et al.
34. **[Mining Spoken Dialogue Corpora for System Evaluation and Modelin ↗](https://aclanthology.org/W04-3218/)**Frederic Bechet, Giuseppe Riccardi, Dilek Hakkani-Tur
35. **[Mining Very-Non-Parallel Corpora: Parallel Sentence and Lexicon Extraction via Bootstrapping and E ↗](https://aclanthology.org/W04-3208/)**Pascale Fung, Percy Cheung
36. **[Mixing Weak Learners in Semantic Parsin ↗](https://aclanthology.org/W04-3211/)**Rodney D. Nielsen, Sameer Pradhan
37. **[Monolingual Machine Translation for Paraphrase Generation](https://md.research.elamur.ai/free/en/papers/quirk-2004-monolingual-machine-translation-paraphrase-generation/)**Chris Quirk, Chris Brockett, William Dolan*our summary*
38. **[Multi-Document Biography Summarization ↗](https://aclanthology.org/W04-3256/)**Liang Zhou, Miruna Ticrea, Eduard Hovy
39. **[NP Bracketing by Maximum Entropy Tagging and SVM Reranking ↗](https://aclanthology.org/W04-3233/)**Hal Daumé III, Daniel Marcu
40. **[Object-Extraction and Question-Parsing using CCG ↗](https://aclanthology.org/W04-3215/)**Stephen Clark, Mark Steedman, James R. Curran
41. **[On Log-Likelihood-Ratios and the Significance of Rare Events ↗](https://aclanthology.org/W04-3243/)**Robert C. Moore
42. **[Phrase Pair Rescoring with Term Weighting for Statistical Machine Translation ↗](https://aclanthology.org/W04-3227/)**Bing Zhao, Stephan Vogel, Matthias Eck et al.
43. **[Random Forests in Language Modelin ↗](https://aclanthology.org/W04-3242/)**Peng Xu, Frederick Jelinek
44. **[Scaling Web-based Acquisition of Entailment Relations](https://md.research.elamur.ai/free/en/papers/szpektor-2004-scaling-web-based-acquisition-entailment/)**Idan Szpektor, Hristo Tanev, Ido Dagan et al.*our summary*
45. **[Sentiment Analysis using Support Vector Machines with Diverse Information Sources ↗](https://aclanthology.org/W04-3253/)**Tony Mullen, Nigel Collier
46. **[Spelling Correction as an Iterative Process that Exploits the Collective Knowledge of Web Users ↗](https://aclanthology.org/W04-3238/)**Silviu Cucerzan, Eric Brill
47. **[Statistical Significance Tests for Machine Translation Evaluation](https://md.research.elamur.ai/free/en/papers/koehn-2004-statistical-significance-tests-machine-translation/)**Philipp Koehn*our summary*
48. **[TextRank: Bringing Order into Text ↗](https://aclanthology.org/W04-3252/)**Rada Mihalcea, Paul Tarau
49. **[The Entropy Rate Principle as a Predictor of Processing Effort: An Evaluation against Eye-tracking Data ↗](https://aclanthology.org/W04-3241/)**Frank Keller
50. **[The Influence of Argument Structure on Semantic Role Assignment ↗](https://aclanthology.org/W04-3214/)**Sebastian Padó, Gemma Boleda
51. **[The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection ↗](https://aclanthology.org/W04-3222/)**Kristina Toutanova, Penka Markova, Christopher Manning
52. **[Trained Named Entity Recognition using Distributional Clusters ↗](https://aclanthology.org/W04-3234/)**Dayne Freitag
53. **[Unsupervised Domain Relevance Estimation for Word Sense Disambiguation ↗](https://aclanthology.org/W04-3249/)**Alfio Gliozzo, Bernardo Magnini, Carlo Strapparava
54. **[Unsupervised Semantic Role Labellin ↗](https://aclanthology.org/W04-3213/)**Robert S. Swier, Suzanne Stevenson
55. **[Unsupervised WSD based on Automatically Retrieved Examples: The Importance of Bias ↗](https://aclanthology.org/W04-3204/)**Eneko Agirre, David Martinez
56. **[Verb Sense and Subcategorization: Using Joint Inference to Improve Performance on Complementary Task ↗](https://aclanthology.org/W04-3220/)**Galen Andrew, Trond Grenager, Christopher Manning
57. **[VerbOcean: Mining the Web for Fine-Grained Semantic Verb Relations ↗](https://aclanthology.org/W04-3205/)**Timothy Chklovski, Patrick Pantel
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