Computational Linguistics

3.4(top 10%)

impact factor

755(top 20%)

papers

37.6K(top 10%)

citations

95(top 5%)

h-index

3.6(top 10%)

impact factor

981

all documents

40.3K

doc citations

179(top 5%)

g-index

Top Articles

#	Title	Journal	Year	Citations
1	Lexicon-Based Methods for Sentiment Analysis	Computational Linguistics	2011	2,170
2	A Systematic Comparison of Various Statistical Alignment Models	Computational Linguistics	2003	1,897
3	The Proposition Bank: An Annotated Corpus of Semantic Roles	Computational Linguistics	2005	1,198
4	Evaluating WordNet-based Measures of Lexical Semantic Relatedness	Computational Linguistics	2006	997
5	Automatic Labeling of Semantic Roles	Computational Linguistics	2002	990
6	Inter-Coder Agreement for Computational Linguistics	Computational Linguistics	2008	864
7	Opinion Word Expansion and Target Extraction through Double Propagation	Computational Linguistics	2011	769
8	Head-Driven Statistical Models for Natural Language Parsing	Computational Linguistics	2003	665
9	SimLex-999: Evaluating Semantic Models With (Genuine) Similarity Estimation	Computational Linguistics	2015	664
10	Dialogue Act Modeling for Automatic Tagging and Recognition of Conversational Speech	Computational Linguistics	2000	629
11	A Machine Learning Approach to Coreference Resolution of Noun Phrases	Computational Linguistics	2001	571
12	Hierarchical Phrase-Based Translation	Computational Linguistics	2007	511
13	Recognizing Contextual Polarity: An Exploration of Features for Phrase-Level Sentiment Analysis	Computational Linguistics	2009	486
14	Learning Subjective Language	Computational Linguistics	2004	473
15	Introduction to the Special Issue on the Web as Corpus	Computational Linguistics	2003	452
16	Unsupervised Learning of the Morphology of a Natural Language	Computational Linguistics	2001	445
17	The Alignment Template Approach to Statistical Machine Translation	Computational Linguistics	2004	438
18	Summarizing Scientific Articles: Experiments with Relevance and Rhetorical Status	Computational Linguistics	2002	405
19	Dependency-Based Construction of Semantic Space Models	Computational Linguistics	2007	365
20	Introduction to the Special Issue on Summarization	Computational Linguistics	2002	363
21	Distributional Memory: A General Framework for Corpus-Based Semantics	Computational Linguistics	2010	342
22	The Web as a Parallel Corpus	Computational Linguistics	2003	333
23	Modeling Local Coherence: An Entity-Based Approach	Computational Linguistics	2008	316
24	The Kappa Statistic: A Second Look	Computational Linguistics	2004	300
25	The Design and Implementation of XiaoIce, an Empathetic Social Chatbot	Computational Linguistics	2020	289
26	Learning Domain Ontologies from Document Warehouses and Dedicated Web Sites	Computational Linguistics	2004	279
27	Learning Dependency-Based Compositional Semantics	Computational Linguistics	2013	268
28	Automatic Text Categorization in Terms of Genre and Author	Computational Linguistics	2000	264
29	Amazon Mechanical Turk: Gold Mine or Coal Mine?	Computational Linguistics	2011	251
30	Deterministic Coreference Resolution Based on Entity-Centric, Precision-Ranked Rules	Computational Linguistics	2013	251
31	Sentence Fusion for Multidocument News Summarization	Computational Linguistics	2005	245
32	Algorithms for Deterministic Incremental Dependency Parsing	Computational Linguistics	2008	243
33	A Critique and Improvement of an Evaluation Metric for Text Segmentation	Computational Linguistics	2002	239
34	Unsupervised Multilingual Sentence Boundary Detection	Computational Linguistics	2006	218
35	The Importance of Syntactic Parsing and Inference in Semantic Role Labeling	Computational Linguistics	2008	218
36	Using the Web to Obtain Frequencies for Unseen Bigrams	Computational Linguistics	2003	216
37	Similarity of Semantic Relations	Computational Linguistics	2006	213
38	Probabilistic Top-Down Parsing and Language Modeling	Computational Linguistics	2001	212
39	Wide-Coverage Efficient Statistical Parsing with CCG and Log-Linear Models	Computational Linguistics	2007	211
40	Parsing Argumentation Structures in Persuasive Essays	Computational Linguistics	2017	209
41	A Survey and Classification of Controlled Natural Languages	Computational Linguistics	2014	206
42	Improving Machine Translation Performance by Exploiting Non-Parallel Corpora	Computational Linguistics	2005	205
43	CCGbank: A Corpus of CCG Derivations and Dependency Structures Extracted from the Penn Treebank	Computational Linguistics	2007	194
44	Computational Generation of Referring Expressions: A Survey	Computational Linguistics	2012	191
45	Answering Clinical Questions with Knowledge-Based and Statistical Techniques	Computational Linguistics	2007	185
46	Discriminative Reranking for Natural Language Parsing	Computational Linguistics	2005	184
47	Random Walks for Knowledge-Based Word Sense Disambiguation	Computational Linguistics	2014	174
48	Syntactic Theory: A Formal Introduction	Computational Linguistics	2000	168
49	Syntactic Processing Using the Generalized Perceptron and Beam Search	Computational Linguistics	2011	167
50	Frame-Semantic Parsing	Computational Linguistics	2014	160

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