---
title: "Conference on Computational Natural Language Learning"
description: "Conference on Computational Natural Language Learning (CoNLL): 123 works in the Elamur Research library (2002–2026), 25,505 citations; its topics…"
canonical: "https://research.elamur.ai/free/en/venues/conll/"
---
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# Conference on Computational Natural Language Learning (CoNLL)

Conference series Published by [Association for Computational Linguistics](https://md.research.elamur.ai/free/en/publishers/association-for-computational-linguistics/)

- [ACL Anthology](https://aclanthology.org/venues/conll/)
- [OpenAlex](https://openalex.org/S4306418031)

[**123** works in our library](https://md.research.elamur.ai/free/en/venues/conll/works/) · [**25,505** citations of these works](https://md.research.elamur.ai/free/en/venues/conll/works/) · [**8,799** citations in our library](https://md.research.elamur.ai/free/en/venues/conll/works/) · [**2002–2026** years of the works here](#years)

## Works by year

Works in our library by year 123 dated works from 2002 to 2026; the busiest year is 2026 with 20.

**The numbers**

| Year | Works |
| --- | --- |
| 2026 | 20 |
| 2025 | 2 |
| 2024 | 3 |
| 2023 | 4 |
| 2022 | 1 |
| 2021 | 6 |
| 2020 | 5 |
| 2019 | 2 |
| 2018 | 5 |
| 2017 | 15 |
| 2016 | 16 |
| 2015 | 6 |
| 2014 | 2 |
| 2013 | 4 |
| 2011 | 10 |
| 2010 | 4 |
| 2009 | 4 |
| 2006 | 4 |
| 2005 | 2 |
| 2004 | 2 |
| 2003 | 4 |
| 2002 | 2 |

## Top topics

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

[English (27)](https://md.research.elamur.ai/free/en/topics/english/) · [Discourse analysis (16)](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Coreference resolution (15)](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Universal Dependencies (13)](https://md.research.elamur.ai/free/en/topics/universal-dependencies/) · [Language models & pretraining (12)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Dependency parsing (11)](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [Multilingual & cross-lingual NLP (10)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Named entity recognition (8)](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [Evaluation & benchmarks (7)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Sentiment & emotion (6)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Morphology (6)](https://md.research.elamur.ai/free/en/topics/morphology/) · [Syntax & grammar formalisms (6)](https://md.research.elamur.ai/free/en/topics/syntax-grammar/) · [Psycholinguistics & language acquisition (6)](https://md.research.elamur.ai/free/en/topics/psycholinguistics/) · [Semantic role labeling (5)](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [Part-of-speech tagging (5)](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/)

**16 more topics**

[Reasoning (4)](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Semitic languages (4)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Dialogue systems (3)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Vision & language (3)](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Hebrew & Aramaic (2)](https://md.research.elamur.ai/free/en/topics/hebrew-aramaic/) · [Tokenization & segmentation (2)](https://md.research.elamur.ai/free/en/topics/tokenization/) · [Grammatical error correction & learner language (2)](https://md.research.elamur.ai/free/en/topics/grammatical-error-correction/) · [Modern Hebrew (2)](https://md.research.elamur.ai/free/en/topics/modern-hebrew/) · [Implicature (1)](https://md.research.elamur.ai/free/en/topics/implicature/) · [Machine translation (1)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Question answering (1)](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Summarization (1)](https://md.research.elamur.ai/free/en/topics/summarization/) · [Text generation (1)](https://md.research.elamur.ai/free/en/topics/text-generation/) · [Legal AI (1)](https://md.research.elamur.ai/free/en/topics/legal-ai/) · [Information retrieval & search (1)](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Interpretability (1)](https://md.research.elamur.ai/free/en/topics/interpretability/)

## Fields

[Arts and Humanities (122)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (111)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Psychology (8)](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Neuroscience (3)](https://md.research.elamur.ai/free/en/shelves/neuroscience/) · [Social Sciences (3)](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Decision Sciences (1)](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Medicine (1)](https://md.research.elamur.ai/free/en/shelves/medicine/)

## Top authors

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

[🧑‍🔬**Dan Roth**5 works here · 2,688 citations](https://md.research.elamur.ai/free/en/authors/dan-roth/) · [🧑‍🔬**Joakim Nivre**5 works here · 2,143 citations](https://md.research.elamur.ai/free/en/authors/joakim-nivre/) · [🧑‍🔬**Nianwen Xue**5 works here · 1,503 citations](https://md.research.elamur.ai/free/en/authors/nianwen-xue/) · [🧑‍🔬**Milan Straka**4 works here · 2,034 citations](https://md.research.elamur.ai/free/en/authors/milan-straka/) · [🧑‍🔬**Christopher D. Manning**3 works here · 1,967 citations](https://md.research.elamur.ai/free/en/authors/christopher-d-manning/) · [🧑‍🔬**Jan Hajič**3 works here · 1,551 citations](https://md.research.elamur.ai/free/en/authors/jan-hajic/) · [🧑‍🔬**Andrew McCallum**3 works here · 1,505 citations](https://md.research.elamur.ai/free/en/authors/andrew-mccallum/) · [🧑‍🔬**Sameer Pradhan**3 works here · 831 citations](https://md.research.elamur.ai/free/en/authors/sameer-pradhan/) · [🧑‍🔬**Attapol Rutherford**3 works here · 438 citations](https://md.research.elamur.ai/free/en/authors/attapol-rutherford/) · [🧑‍🔬**Hai Zhao**3 works here · 85 citations](https://md.research.elamur.ai/free/en/authors/hai-zhao/) · [🧑‍🔬**Stephan Oepen**3 works here · 64 citations](https://md.research.elamur.ai/free/en/authors/stephan-oepen/) · [🧑‍🔬**Yuji Matsumoto**3 works here · 61 citations](https://md.research.elamur.ai/free/en/authors/yuji-matsumoto/)

## Top institutions

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

[🎓**Stanford University** Stanford · United States 6 works here](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🏢**Google** Mountain View · United States 5 works here](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**Charles University** Prague · Czechia 5 works here](https://md.research.elamur.ai/free/en/universities/charles-university/) · [🎓**Brandeis University** Waltham · United States 5 works here](https://md.research.elamur.ai/free/en/universities/brandeis-university/) · [🎓**University of Illinois Urbana-Champaign** Urbana · United States 4 works here](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/) · [🎓**University of Trento** Trento · Italy 4 works here](https://md.research.elamur.ai/free/en/universities/university-of-trento/) · [🎓**University of Massachusetts Amherst** Amherst Center · United States 4 works here](https://md.research.elamur.ai/free/en/universities/university-of-massachusetts-amherst/) · [🎓**Nara Institute of Science and Technology** Ikoma · Japan 4 works here](https://md.research.elamur.ai/free/en/universities/nara-institute-of-science-and-technology/) · [🎓**The University of Texas at Austin** Austin · United States 4 works here](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-austin/) · [🎓**University of Edinburgh** Edinburgh · United Kingdom 4 works here](https://md.research.elamur.ai/free/en/universities/university-of-edinburgh/) · [🎓**Uppsala University** Uppsala · Sweden 3 works here](https://md.research.elamur.ai/free/en/universities/uppsala-university/) · [🎓**Bar-Ilan University** Ramat Gan · Israel 3 works here](https://md.research.elamur.ai/free/en/universities/bar-ilan-university/)

## Works in our library (123)

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

1. [**Generating Sentences from a Continuous Space**Samuel R. Bowman, Luke Vilnis, Oriol Vinyals, et al.*2016 · 2,367 citations*](https://md.research.elamur.ai/free/en/papers/bowman-2016-generating-sentences-continuous-space/)
2. [**Design Challenges and Misconceptions in Named Entity Recognition**Lev Ratinov, Dan Roth*2009 · 1,836 citations*](https://md.research.elamur.ai/free/en/papers/ratinov-2009-design-challenges-misconceptions-named-entity/)
3. [**Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition**Erik F. Tjong Kim Sang, Fien De Meulder*2003 · 1,479 citations*](https://md.research.elamur.ai/free/en/papers/sang-2003-introduction-conll-2003-shared-task/)
4. [**CoNLL-X Shared Task on Multilingual Dependency Parsing**Sabine Buchholz, Erwin Marsi*2006 · 1,426 citations*](https://md.research.elamur.ai/free/en/papers/buchholz-2006-conll-x-shared-task-multilingual/)
5. [**Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced Lexicons**Andrew McCallum, Wei Li*2003 · 1,335 citations*](https://md.research.elamur.ai/free/en/papers/mccallum-2003-early-results-named-entity-recognition/)
6. [**Better Word Representations with Recursive Neural Networks for Morphology**Thang Luong, Richard Socher, Christopher Manning*2013 · 1,017 citations*](https://md.research.elamur.ai/free/en/papers/luong-2013-better-word-representations-recursive-neural/)
7. [**Introduction to the CoNLL-2005 Shared Task: Semantic Role Labeling**Xavier Carreras, Lluís Màrquez*2005 · 899 citations*](https://md.research.elamur.ai/free/en/papers/carreras-2005-introduction-conll-2005-shared-task/)
8. [**Tokenizing, POS Tagging, Lemmatizing and Parsing UD 2.0 with UDPipe**Milan Straka, Jana Straková*2017 · 811 citations*](https://md.research.elamur.ai/free/en/papers/straka-2017-tokenizing-pos-tagging-lemmatizing-parsing/)
9. [**Linguistic Regularities in Sparse and Explicit Word Representations**Omer Levy, Yoav Goldberg*2014 · 790 citations*](https://md.research.elamur.ai/free/en/papers/levy-2014-linguistic-regularities-sparse-explicit-word/)
10. [**A Comparison of Algorithms for Maximum Entropy Parameter Estimation**Robert Malouf*2002 · 752 citations*](https://md.research.elamur.ai/free/en/papers/malouf-2002-comparison-algorithms-maximum-entropy-parameter/)
11. [**context2vec: Learning Generic Context Embedding with Bidirectional LSTM**Oren Melamud, Jacob Goldberger, Ido Dagan*2016 · 666 citations*](https://md.research.elamur.ai/free/en/papers/melamud-2016-context2vec-learning-generic-context-embedding/)
12. [**A Linear Programming Formulation for Global Inference in Natural Language Tasks**Dan Roth, Wen-tau Yih*2004 · 636 citations*](https://md.research.elamur.ai/free/en/papers/roth-2004-linear-programming-formulation-global-inference/)
13. [**The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple Languages**Jan Hajič, Massimiliano Ciaramita, Richard Johansson, et al.*2009 · 631 citations*](https://md.research.elamur.ai/free/en/papers/hajic-2009-conll-2009-shared-task-syntactic/)
14. [**CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies**Daniel Zeman, Martin Popel, Milan Straka, et al.*2017 · 604 citations*](https://md.research.elamur.ai/free/en/papers/zeman-2017-conll-2017-shared-task-multilingual/)
15. [**Learning subjective nouns using extraction pattern bootstrapping**Ellen Riloff, Janyce Wiebe, Theresa Wilson*2003 · 579 citations*](https://md.research.elamur.ai/free/en/papers/riloff-2003-learning-subjective-nouns-extraction-pattern/)
16. [**Stanford's Multi-Pass Sieve Coreference Resolution System at the CoNLL-2011 Shared Task**Heeyoung Lee, Yves Peirsman, Angel Chang, et al.*2011 · 506 citations*](https://md.research.elamur.ai/free/en/papers/lee-2011-stanford-s-multi-pass-sieve/)
17. [**Named Entity Recognition through Classifier Combination**Radu Florian, Abe Ittycheriah, Hongyan Jing, et al.*2003 · 484 citations*](https://md.research.elamur.ai/free/en/papers/florian-2003-named-entity-recognition-through-classifier/)
18. [**CoNLL-2011 Shared Task: Modeling Unrestricted Coreference in OntoNotes**Sameer Pradhan, Lance Ramshaw, Mitchell Marcus, et al.*2011 · 434 citations*](https://md.research.elamur.ai/free/en/papers/pradhan-2011-conll-2011-shared-task-modeling/)
19. [**Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation**Ikuya Yamada, Hiroyuki Shindo, Hideaki Takeda, et al.*2016 · 427 citations*](https://md.research.elamur.ai/free/en/papers/yamada-2016-joint-learning-embedding-words-entities/)
20. [**The CoNLL-2010 Shared Task: Learning to Detect Hedges and their Scope in Natural Language Text**Richárd Farkas, Veronika Vincze, György Móra, et al.*2010 · 370 citations*](https://md.research.elamur.ai/free/en/papers/farkas-2010-conll-2010-shared-task-learning/)
21. [**Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring**Fei Dong, Yue Zhang, Jie Yang*2017 · 365 citations*](https://md.research.elamur.ai/free/en/papers/dong-2017-attention-based-recurrent-convolutional-neural/)
22. [**Modelling Context with User Embeddings for Sarcasm Detection in Social Media**Silvio Amir, Byron C. Wallace, Hao Lyu, et al.*2016 · 349 citations*](https://md.research.elamur.ai/free/en/papers/amir-2016-modelling-context-user-embeddings-sarcasm/)
23. [**Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task**Timothy Dozat, Peng Qi, Christopher D. Manning*2017 · 346 citations*](https://md.research.elamur.ai/free/en/papers/dozat-2017-stanford-s-graph-based-neural/)
24. [**Graph-based Neural Multi-Document Summarization**Michihiro Yasunaga, Rui Zhang, Kshitijh Meelu, et al.*2017 · 346 citations*](https://md.research.elamur.ai/free/en/papers/yasunaga-2017-graph-based-neural-multi-document/)
25. [**Multilingual Dependency Analysis with a Two-Stage Discriminative Parser**Ryan McDonald, Kevin Lerman, Fernando Pereira*2006 · 321 citations*](https://md.research.elamur.ai/free/en/papers/mcdonald-2006-multilingual-dependency-analysis-two-stage/)

[See all 123 works →](https://md.research.elamur.ai/free/en/venues/conll/works/)

Venues, publishers and identifiers from OpenAlex (2026-10-14) and the ACL Anthology; yearly proceedings are counted as one series.