📰 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 · 🗓 May 2004

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 ↗Fumiyo Fukumoto, Yoshimi Suzuki
2. A Linear Programming Formulation for Global Inference in Natural Language TasksDan Roth, Wen-tau Yihour summary
3. A Memory-Based Approach for Semantic Role Labeling ↗Beata Kouchnir
4. A Semantic Kernel for Predicate Argument Classification ↗Alessandro Moschitti, Cosmin Adrian Bejan
5. A transformation-based approach to argument labeling ↗Derrick Higgins
6. Calculating Semantic Distance between Word Sense Probability Distributions ↗Vivian Tsang, Suzanne Stevenson
7. Co-training and Self-training for Word Sense Disambiguation ↗Rada Mihalcea
8. Combining Lexical and Syntactic Features for Supervised Word Sense Disambiguation ↗Saif Mohammad, Ted Pedersen
9. Hierarchical Recognition of Propositional Arguments with Perceptrons ↗Xavier Carreras, Lluís Màrquez, Grzegorz Chrupała
10. Introduction to the CoNLL-2004 Shared Task: Semantic Role Labeling ↗Xavier Carreras, Lluís Màrquez
11. Language Learning: Beyond Thunderdome ↗Christopher D. Manning
12. Learning Transformation Rules for Semantic Role Labeling ↗Ken Williams, Christopher Dozier, Andrew McCulloh
13. Memory-Based Dependency ParsingJoakim Nivre, Johan Hall, Jens Nilssonour summary
14. Memory-based semantic role labeling: Optimizing features, algorithm, and output ↗Antal van den Bosch, Sander Canisius, Walter Daelemans et al.
15. Modeling Category Structures with a Kernel Function ↗Hiroya Takamura, Yuji Matsumoto, Hiroyasu Yamada
16. Putting Meaning into Your Trees ↗Martha Palmer
17. Semantic Lexicon Construction: Learning from Unlabeled Data via Spectral Analysis ↗Rie Kubota Ando
18. Semantic Role Labeling Via Generalized Inference Over Classifiers ↗Vasin Punyakanok, Dan Roth, Wen-tau Yih et al.
19. Semantic Role Labeling by Tagging Syntactic Chunks ↗Kadri Hacioglu, Sameer Pradhan, Wayne Ward et al.
20. Semantic Role Labeling using Maximum Entropy Model ↗Joon-Ho Lim, Young-Sook Hwang, So-Young Park et al.
21. Semantic Role Labelling With Chunk Sequences ↗Ulrike Baldewein, Katrin Erk, Sebastian Padó et al.
22. Thesauruses for Prepositional Phrase Attachment ↗Mark McLauchlan
23. Two-Phase Semantic Role Labeling based on Support Vector Machines ↗Kyung-Mi Park, Young-Sook Hwang, Hae-Chang Rim
24. Word Sense Discrimination by Clustering Contexts in Vector and Similarity Spaces ↗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 TasksConference on Computational Natural Language Learning (CoNLL)Dan Roth, Wen-tau Yih2004 · 639 citations
2. Memory-Based Dependency ParsingConference on Computational Natural Language Learning (CoNLL)Joakim Nivre, Johan Hall, Jens Nilsson2004 · 299 citations

🧭 Top topics

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

🌳Dependency parsing (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)

🧑‍🔬 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.

🎓University of Illinois Urbana-ChampaignUrbana · United States1 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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