Computational Linguistics
The 150 most cited articles
1. Evaluating
WordNet-based measures of lexical semantic relatedness
2. The
proposition bank: An annotated corpus of semantic roles
3. Lexicon-based
methods for sentiment analysis
4. Hierarchical
phrase-based translation
5. Inter-coder
agreement for computational linguistics
6. Recognizing
contextual polarity: An exploration of features for phrase-level sentiment
analysis
7. Dependency-based
construction of semantic space models
8. Opinion
word expansion and target extraction through double propagation
9. Wide-coverage
efficient statistical parsing with CCG and log-linear models
10. Distributional
memory: A general framework for corpus-based semantics
11. Similarity
of semantic relations
12. Improving
machine translation performance by exploiting non-parallel corpora
13. Discriminative
reranking for natural language parsing
14. The
importance of syntactic parsing and inference in semantic role labeling
15. Automatic
discovery of part-whole relations
16. Sentence
fusion for multidocument news summarization
17. Modeling
local coherence: An entity-based approach
18. Algorithms
for deterministic incremental dependency parsing
19. Deterministic
Coreference Resolution Based on Entity-Centric, Precision-Ranked Rules
20. Answering
clinical questions with knowledge-based and statistical techniques
21. CCGbank: A
corpus of CCG derivations and dependency structures extracted from the penn
treebank
22. N-gram-based
machine translation
23. Googleology
is bad science
24. Representing
discourse coherence: A corpus-based study
25. Chinese
word segmentation and named entity recognition: A pragmatic approach
26. Semantic
role labeling: An introduction to the special issue
27. Tree
kernels for semantic role labeling
28. Syntactic
processing using the generalized perceptron and beam search
29. Feature
forest models for probabilistic HPSG parsing
30. Co-occurrence
retrieval: A flexible framework for lexical distributional similarity
31. Generating
phrasal and sentential paraphrases: A survey of data-driven methods
32. Labeling
Chinese predicates with semantic roles
33. Unsupervised
multilingual sentence boundary detection
34. A Survey
and Classification of Controlled Natural Languages
35. Computational
generation of referring expressions: A survey
36. Automatic
evaluation of information ordering: Kendall's Tau
37. Measuring
word alignment quality for statistical machine translation
38. Question
answering in restricted domains: An overview
39. Hybrid
reinforcement/supervised learning of dialogue policies from fixed data
sets
40. Statistical
approaches to computer-assisted translation
41. Unsupervised
acquisition of predominant word senses
42. Amazonmechanical
turk: Gold mine or coalmine?
43. A global
joint model for semantic role labeling
44. Learning
to rank answers to non-factoid questions from web collections
45. Experiments
on the automatic induction of German semantic verb classes
46. Towards
robust semantic role labeling
47. Random
Walks for Knowledge-Based Word Sense Disambiguation
48. Word-level
confidence estimation for machine translation
49. Ontolearn
reloaded: A graph-based algorithm for taxonomy induction
50. Real
versus template-based natural language generation: A false opposition?
51. Learning
dependency-based compositional semantics
52. Unsupervised
learning of morphology
53. Clustering
and diversifying web search results with graph-based word sense induction
54. Composing
questions through conceptual authoring
55. Training
tree transducers
56. Generating
referring expressions: Making referents easy to identify
57. WordNet
nouns: Classes and instances
58. Plagiarism
Meets Paraphrasing: Insights for the Next Generation in Automatic Plagiarism
Detection
59. Unsupervised
type and token identification of idiomatic expressions
60. Simlex-999:
Evaluating semantic models with (Genuine) similarity estimation
61. Frame-Semantic
Parsing
62. A Survey
of Arabic Named Entity Recognition and Classification
63. Modality
and Negation: An Introduction to the Special Issue
64. Constructing
corpora for the development and evaluation of paraphrase systems
65. Comparing
knowledge sources for nominal anaphora resolution
66. An
investigation into the validity of some metrics for automatically evaluating
natural language generation systems
67. Applying
computational models of spatial prepositions to visually situated dialog
68. Generating
referring expressions that involve gradable properties
69. The
PARADISE evaluation framework: Issues and findings
70. Characterizing
and predicting corrections in spoken dialogue systems
71. Controlling
user perceptions of linguistic style: Trainable generation of personality
traits
72. Reliability
measurement without limits
73. Relational
features in fine-grained opinion analysis
74. Statistical
metaphor processing
75. Hierarchical
phrase-based translation with weighted finite-state transducers and shallow-n
grammars
76. Dependency
parsing of Turkish
77. A sketch
algorithm for estimating two-way and multi-way associations
78. Bilingual
co-training for sentiment classification of Chinese product reviews
79. Analyzing
and integrating dependency parsers
80. Punctuation
as implicit annotations for Chinese word segmentation
81. Computing
lexical contrast
82. Are You
Sure That This Happened? Assessing the Factuality Degree of Events in Text
83. A
flexible, corpus-driven model of regular and inverse selectional
preferences
84. Bootstrapping
distributional feature vector quality
85. A
twin-candidate model for learning-based anaphora resolution
86. Frame-Semantic
Parsing
87. Discriminativeword
alignment by linear modeling
88. Kernel
methods for minimally supervised WSD
89. Empiricism
is not a matter of faith
90. Arabic
Dialect Identification
91. Automatically
assessing machine summary content without a gold standard
92. A
context-theoretic framework for compositionality in distributional
semantics
93. Affirmative
cue words in task-oriented dialogue
94. Disentangling
chat
95. Re-structuring,
re-labeling, and re-aligning for syntax-based machine translation
96. What is a
paraphrase?
97. Dependency
parsing of modern standard Arabic with lexical and inflectional features
98. Robust
understanding in multimodal interfaces
99. Did It
Happen? The Pragmatic Complexity of Veridicality Assessment
100. Cross-Genre
and Cross-Domain Detection of Semantic Uncertainty
101. Levenshtein
distances fail to identify language relationships accurately
102. Binarization
of synchronous context-free grammars
103. Orthographic
errors in Web pages: Toward cleaner Web corpora
104. Evaluating
discourse and dialogue coding schemes
105. Clustering
syntactic positions with similar semantic requirements
106. Speculation
and Negation: Rules, Rankers, and the Role of Syntax
107. Towards
automatic error analysis of machine translation output
108. Query
rewriting using monolingual statistical machine translation
109. What is not
in the bag of words for why-QA?
110. Broad-coverage
parsing using human-like memory constraints
111. Prepositions
in applications: A survey and introduction to the special issue
112. Weighted
and probabilistic context-free grammars are equally expressive
113. Semantic
role labeling of implicit arguments for nominal predicates
114. Semi-supervised
semantic role labeling via structural alignment
115. Learning
and evaluation of dialogue strategies for new applications: Empirical methods
for optimization from small data sets
116. From
annotator agreement to noise models
117. Induction
of word and phrase alignments for automatic document summarization
118. Learning
entailment relations by global graph structure optimization
119. A framework
for fast incremental interpretation during speech decoding
120. The notion
of argument in prepositional phrase attachment
121. Going to
the roots of dependency parsing
122. Summarizing
short stories
123. Prepositional
phrase attachment without oracles
124. Improving
text segmentation using latent semantic analysis: A reanalysis of choi,
wiemer-hastings, and moore (2001)
125. Learning
tractableword alignment models with complex constraints
126. What
computational linguists can learn from psychologists (and Vice Versa)
127. Sorting
texts by readability
128. The noisy
channel model for unsupervised word sense disambiguation
129. Exploiting
semantic role resources for preposition disambiguation
130. Wide-coverage
deep statistical parsing using automatic dependency structure annotation
131. CODRA: A
novel discriminative framework for rhetorical analysis
132. Learning
Representations for Weakly Supervised Natural Language Processing Tasks
133. Incremental,
Predictive Parsing with Psycholinguistically Motivated Tree-Adjoining
Grammar
134. Text
representations for patent classification
135. Parsing
morphologically rich languages: Introduction to the special issue
136. A new
unsupervised approach to word segmentation
137. String-to-dependency
statistical machine translation
138. Discourse
constraints for document compression
139. That's nice
⋯
what can you do with it?
140. A
large-scale pseudoword-based evaluation framework for state-of-the-art word
sense disambiguation
141. Data-driven
parsing using probabilistic Linear Context-Free Rewriting Systems
142. A
graph-theoretic framework for semantic distance
143. Classifying
non-sentential utterances in dialogue: A machine learning approach
144. Large-scale
induction and evaluation of lexical resources from the Penn-II and Penn-III
treebanks
145. Divisible
Transition Systems and Multiplanar Dependency Parsing
146. Language
models for machine translation: Original vs. translated texts
147. Information
status distinctions and referring expressions: An empirical study of references
to people in news summaries
148. Grammar
factorization by tree decomposition
149. Finite-state
registered automata for non-concatenative morphology
150. Computational
linguistics and deep learning
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