--- title: "CoNLL 2004 — accepted papers — Elamur Research" description: "CoNLL 2004 — accepted papers: 2 papers in the Elamur Research library (Boston, Massachusetts, USA), with our summaries, ranked by citations." canonical: "https://research.elamur.ai/free/en/venues/conll/2004/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/conll/2004/) [home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [CoNLL](https://md.research.elamur.ai/free/en/venues/conll/) / 2004 # CoNLL 2004 — accepted papers CoNLL 2004 is the 2004 edition of the Conference on Computational Natural Language Learning (CoNLL), held in Boston, Massachusetts, USA, May 2004 (publisher: Association for Computational Linguistics). OpenAlex lists 24 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions. 📍 Boston, Massachusetts, [United States](https://md.research.elamur.ai/free/en/countries/united-states/) · 🗓 May 2004 [**24** papers in the proceedings](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/conll/2004/#works) · [**938** citations of these works](https://md.research.elamur.ai/free/en/venues/conll/2004/#works) ## All accepted papers (24) The most cited first; 2 with our summary link to their page here, the others to the original. 1. **[A Comparison of Manual and Automatic Constructions of Category Hierarchy for Classifying Large Corpora ↗](https://aclanthology.org/W04-2409/)**Fumiyo Fukumoto, Yoshimi Suzuki 2. **[A Linear Programming Formulation for Global Inference in Natural Language Tasks](https://md.research.elamur.ai/free/en/papers/roth-2004-linear-programming-formulation-global-inference/)**Dan Roth, Wen-tau Yih*our summary* 3. **[A Memory-Based Approach for Semantic Role Labeling ↗](https://aclanthology.org/W04-2418/)**Beata Kouchnir 4. **[A Semantic Kernel for Predicate Argument Classification ↗](https://aclanthology.org/W04-2403/)**Alessandro Moschitti, Cosmin Adrian Bejan 5. **[A transformation-based approach to argument labeling ↗](https://aclanthology.org/W04-2417/)**Derrick Higgins 6. **[Calculating Semantic Distance between Word Sense Probability Distributions ↗](https://aclanthology.org/W04-2411/)**Vivian Tsang, Suzanne Stevenson 7. **[Co-training and Self-training for Word Sense Disambiguation ↗](https://aclanthology.org/W04-2405/)**Rada Mihalcea 8. **[Combining Lexical and Syntactic Features for Supervised Word Sense Disambiguation ↗](https://aclanthology.org/W04-2404/)**Saif Mohammad, Ted Pedersen 9. **[Hierarchical Recognition of Propositional Arguments with Perceptrons ↗](https://aclanthology.org/W04-2415/)**Xavier Carreras, Lluís Màrquez, Grzegorz Chrupała 10. **[Introduction to the CoNLL-2004 Shared Task: Semantic Role Labeling ↗](https://aclanthology.org/W04-2412/)**Xavier Carreras, Lluís Màrquez 11. **[Language Learning: Beyond Thunderdome ↗](https://aclanthology.org/W04-2423/)**Christopher D. Manning 12. **[Learning Transformation Rules for Semantic Role Labeling ↗](https://aclanthology.org/W04-2422/)**Ken Williams, Christopher Dozier, Andrew McCulloh 13. **[Memory-Based Dependency Parsing](https://md.research.elamur.ai/free/en/papers/nivre-2004-memory-based-dependency-parsing/)**Joakim Nivre, Johan Hall, Jens Nilsson*our summary* 14. **[Memory-based semantic role labeling: Optimizing features, algorithm, and output ↗](https://aclanthology.org/W04-2414/)**Antal van den Bosch, Sander Canisius, Walter Daelemans et al. 15. **[Modeling Category Structures with a Kernel Function ↗](https://aclanthology.org/W04-2408/)**Hiroya Takamura, Yuji Matsumoto, Hiroyasu Yamada 16. **[Putting Meaning into Your Trees ↗](https://aclanthology.org/W04-2424/)**Martha Palmer 17. **[Semantic Lexicon Construction: Learning from Unlabeled Data via Spectral Analysis ↗](https://aclanthology.org/W04-2402/)**Rie Kubota Ando 18. **[Semantic Role Labeling Via Generalized Inference Over Classifiers ↗](https://aclanthology.org/W04-2421/)**Vasin Punyakanok, Dan Roth, Wen-tau Yih et al. 19. **[Semantic Role Labeling by Tagging Syntactic Chunks ↗](https://aclanthology.org/W04-2416/)**Kadri Hacioglu, Sameer Pradhan, Wayne Ward et al. 20. **[Semantic Role Labeling using Maximum Entropy Model ↗](https://aclanthology.org/W04-2419/)**Joon-Ho Lim, Young-Sook Hwang, So-Young Park et al. 21. **[Semantic Role Labelling With Chunk Sequences ↗](https://aclanthology.org/W04-2413/)**Ulrike Baldewein, Katrin Erk, Sebastian Padó et al. 22. **[Thesauruses for Prepositional Phrase Attachment ↗](https://aclanthology.org/W04-2410/)**Mark McLauchlan 23. **[Two-Phase Semantic Role Labeling based on Support Vector Machines ↗](https://aclanthology.org/W04-2420/)**Kyung-Mi Park, Young-Sook Hwang, Hae-Chang Rim 24. **[Word Sense Discrimination by Clustering Contexts in Vector and Similarity Spaces ↗](https://aclanthology.org/W04-2406/)**Amruta Purandare, Ted Pedersen ## Papers with our summary in our library (2) The most cited first (OpenAlex citations plus our library's). 1. **[A Linear Programming Formulation for Global Inference in Natural Language Tasks](https://md.research.elamur.ai/free/en/papers/roth-2004-linear-programming-formulation-global-inference/) [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/conll/)**Dan Roth, Wen-tau Yih*2004 · 639 citations* 2. **[Memory-Based Dependency Parsing](https://md.research.elamur.ai/free/en/papers/nivre-2004-memory-based-dependency-parsing/) [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/conll/)**Joakim Nivre, Johan Hall, Jens Nilsson*2004 · 299 citations* ## Top topics Topics of its works in our library, with the number of works on each. [Dependency parsing (1)](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) ## Fields [Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/) ## Top authors Authors with a page who published here most often: their works here, and the citations of those works. [🧑‍🔬**Dan Roth**1 work here · 639 citations](https://md.research.elamur.ai/free/en/authors/dan-roth/) · [🧑‍🔬**Wen-tau Yih**1 work here · 639 citations](https://md.research.elamur.ai/free/en/authors/wen-tau-yih/) · [🧑‍🔬**Jens Nilsson**1 work here · 299 citations](https://md.research.elamur.ai/free/en/authors/jens-nilsson/) · [🧑‍🔬**Joakim Nivre**1 work here · 299 citations](https://md.research.elamur.ai/free/en/authors/joakim-nivre/) · [🧑‍🔬**Johan Hall**1 work here · 299 citations](https://md.research.elamur.ai/free/en/authors/johan-hall/) ## Top institutions Institutions on the bylines of its works here, by the number of works. [🎓**University of Illinois Urbana-Champaign** Urbana · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/) Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library. - [← previous CoNLL 2003](https://md.research.elamur.ai/free/en/venues/conll/2003/) - [next → CoNLL 2005](https://md.research.elamur.ai/free/en/venues/conll/2005/) - [↑ back to CoNLL](https://md.research.elamur.ai/free/en/venues/conll/)