📰 NAACL 2004 — accepted papers

NAACL 2004 is the 2004 edition of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), held in Boston, Massachusetts, USA, May 2004 (publisher: Association for Computational Linguistics). The ACL Anthology lists 95 papers of it in 2 tracks; our library holds 18 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Tracks

Main55Short Papers40

All accepted papers (95)

The most cited first; 18 with our summary link to their page here, the others to the original.

1. A Comparison of Rule–Based and Statistical Methods for Semantic Language Modeling and Confidence MeasurementRuhi Sarikaya, Yuqing Gao, Michael Picheny · Short Papers
2. A Language Modeling Approach to Predicting Reading DifficultyKevyn Collins-Thompson, James P. Callanour summary
3. A Lexically-Driven Algorithm for Disfluency DetectionMatthew Snover, Bonnie Dorr, Richard Schwartz · Short Papers
4. A Lightweight Semantic Chunker Based on TaggingKadri Hacioglu · Short Papers
5. A Probabilistic Rasch Analysis of Question Answering EvaluationsRense Lange, Juan Moran, Warren R. Greiff et al.
6. A Salience-Based Approach to Gesture-Speech AlignmentJacob Eisenstein, C. Mario Christoudias
7. A Scaleable Multi-document Centroid-based SummarizerDragomir Radev, Timothy Allison, Matthew Craig et al.
8. A Smorgasbord of Features for Statistical Machine TranslationFranz Josef Och, Daniel Gildea, Sanjeev Khudanpur et al.our summary
9. A Speech-in List-out Approach to Spoken User InterfacesVijay Divi, C. Forlines, Jan Van Gemert et al. · Short Papers
10. A Statistical Model for Multilingual Entity Detection and TrackingR. Florian, H. Hassan, A. Ittycheriah et al.our summary
11. A Thai Speech Translation System for Medical DialogsTanja Schultz, Dorcas Alexander, Alan W. Black et al.
12. A Unigram Orientation Model for Statistical Machine TranslationChristoph Tillmann · Short Papersour summary
13. Accurate Information Extraction from Research Papers using Conditional Random FieldsFuchun Peng, Andrew McCallum
14. Acquiring Hyponymy Relations from Web DocumentsKeiji Shinzato, Kentaro Torisawa
15. Advances in Children's Speech Recognition within an Interactive Literacy TutorAndreas Hagen, Bryan Pellom, Sarel van Vuuren et al. · Short Papers
16. An Empirical Study on Multiple LVCSR Model Combination by Machine LearningTakehito Utsuro, Yasuhiro Kodama, Tomohiro Watanabe et al. · Short Papers
17. Answering Definition Questions with Multiple Knowledge SourcesWesley Hildebrandt, Boris Katz, Jimmy Lin
18. Augmenting the kappa statistic to determine interannotator reliability for multiply labeled data pointsAndrew Rosenberg, Ed Binkowski · Short Papers
19. Automated Team Discourse Annotation and Performance Prediction Using LSAMelanie J. Martin, Peter W. Foltz · Short Papers
20. Automatic Construction of an English-Chinese Bilingual FrameNetBenfeng Chen, Pascale Fung · Short Papers
21. Automatic Question Answering: Beyond the FactoidRadu Soricut, Eric Brill
22. Automatic Tagging of Arabic Text: From Raw Text to Base Phrase ChunksMona Diab, Kadri Hacioglu, Daniel Jurafsky · Short Papersour summary
23. Automatically Labeling Semantic ClassesPatrick Pantel, Deepak Ravichandranour summary
24. Balancing data-driven and rule-based approaches in the context of a Multimodal Conversational SystemSrinivas Bangalore, Michael Johnston
25. Catching the Drift: Probabilistic Content Models, with Applications to Generation and SummarizationRegina Barzilay, Lillian Leeour summary

See all 95 papers in NAACL 2004 — accepted papers →

📄 Papers with our summary in our library (18)

The most cited first (OpenAlex citations plus our library's).

1. What's in a translation rule?Michel Galley, Mark Hopkins, Kevin Knight, et al.2004 · 733 citations
2. Minimum Bayes-Risk Decoding for Statistical Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Shankar Kumar, William Byrne2004 · 585 citations
3. Shallow Semantic Parsing using Support Vector MachinesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sameer S. Pradhan, Wayne H. Ward, Kadri Hacioglu, et al.2004 · 497 citations
4. A Unigram Orientation Model for Statistical Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Christoph Tillmann2004 · 430 citations
5. Catching the Drift: Probabilistic Content Models, with Applications to Generation and SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Regina Barzilay, Lillian Lee2004 · 413 citations
6. A Smorgasbord of Features for Statistical Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Franz Josef Och, Daniel Gildea, Sanjeev Khudanpur, et al.2004 · 403 citations
7. Name Tagging with Word Clusters and Discriminative TrainingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Scott Miller, Jethran Guinness, Alex Zamanian2004 · 366 citations
8. Improvements in Phrase-Based Statistical Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Richard Zens, Hermann Ney2004 · 284 citations
9. Automatically Labeling Semantic ClassesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Patrick Pantel, Deepak Ravichandran2004 · 277 citations
10. Morphological Analysis for Statistical Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Young-Suk Lee2004 · 251 citations
11. A Statistical Model for Multilingual Entity Detection and TrackingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)R. Florian, H. Hassan, A. Ittycheriah, et al.2004 · 248 citations
12. Cross-Document Coreference on a Large Scale CorpusConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chung Heong Gooi, James Allan2004 · 145 citations
13. Unsupervised Learning of Contextual Role Knowledge for Coreference ResolutionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)David Bean, Ellen Riloff2004 · 118 citations
14. Automatic Tagging of Arabic Text: From Raw Text to Base Phrase ChunksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mona Diab, Kadri Hacioglu, Daniel Jurafsky2004 · 92 citations
15. Inferring Sentence-internal Temporal RelationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mirella Lapata, Alex Lascarides2004 · 83 citations
16. A Language Modeling Approach to Predicting Reading DifficultyConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kevyn Collins-Thompson, James P. Callan2004 · 80 citations
17. Training Tree TransducersJonathan Graehl, Kevin Knight2004 · 53 citations
18. Open Text Semantic Parsing Using FrameNet and WordNetConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Lei Shi, Rada Mihalcea2004 · 30 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🔁Machine translation (7)🔗Coreference resolution (2)Semitic languages (2)🧾Semantic parsing & meaning representation (2)🏷️Named entity recognition (1)🎭Semantic role labeling (1)🧠Language models & pretraining (1)📝Summarization (1)🌍Multilingual & cross-lingual NLP (1)🧩Morphology (1)

📚 Fields

🖥️Computer Science (18)🎭Arts and Humanities (16)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🔬IBM Research - Thomas J. Watson Research CenterYorktown Heights · United States3 works here🏢IBMArmonk · United States2 works here🎓University of North TexasDenton · United States1 work here🎓Johns Hopkins UniversityBaltimore · United States1 work here🎓RWTH Aachen UniversityAachen · Germany1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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