Proceedings of the Annual Meeting of the Association for Computational Linguistics

Typepeer-reviewed conference proceedings, published
Publisher Association for Computational Linguistics
DisciplinesComputer Science Linguistics Machine Learning
Papers published in Proc. ACL 2014 frequently mention these topics.
  1. 35 papers (16%) mention
    • language model
  2. 28 papers (13%) mention
    • BLEU
  3. 24 papers (11%) mention
    • treebank
  4. 24 papers (11%) mention
    • machine translation
  5. 23 papers (11%) mention
    • POS tags
  6. 22 papers (10%) mention
    • SVM
  7. 21 papers (10%) mention
    • dependency parsing
  8. 19 papers (9%) mention
    • embeddings
  9. 19 papers (9%) mention
    • parse tree
  10. 18 papers (8%) mention
    • topic models
  11. 18 papers (8%) mention
    • unigram
  12. 18 papers (8%) mention
    • bigram
  13. 18 papers (8%) mention
    • knowledge base
  14. 17 papers (8%) mention
    • WordNet
  15. 17 papers (8%) mention
    • semantic relations
  16. 17 papers (8%) mention
    • natural language
  17. 17 papers (8%) mention
    • development set
  18. 16 papers (7%) mention
    • neural network
  19. 16 papers (7%) mention
    • word embeddings
  20. 16 papers (7%) mention
    • translation model
  21. 16 papers (7%) mention
    • semi-supervised
  22. 15 papers (7%) mention
    • named entity
  23. 15 papers (7%) mention
    • n-gram
  24. 15 papers (7%) mention
    • log-linear
  25. 15 papers (7%) mention
    • co-occurrence
  26. 15 papers (7%) mention
    • objective function
  27. 14 papers (6%) mention
    • relation extraction
  28. 14 papers (6%) mention
    • feature set
  29. 13 papers (6%) mention
    • LDA
  30. 13 papers (6%) mention
    • word alignment
  31. 13 papers (6%) mention
    • dependency trees
  32. 13 papers (6%) mention
    • Shared Task
  33. 13 papers (6%) mention
    • learning algorithm
  34. 12 papers (5%) mention
    • coreference
  35. 12 papers (5%) mention
    • sentiment analysis
  36. 12 papers (5%) mention
    • sentence-level
  37. 12 papers (5%) mention
    • semantic similarity
  38. 12 papers (5%) mention
    • NIST
  39. 12 papers (5%) mention
    • semantic representations
  40. 12 papers (5%) mention
    • vector representations
  41. 12 papers (5%) mention
    • logistic regression
  42. 12 papers (5%) mention
    • subtrees
  43. 12 papers (5%) mention
    • gold standard
  44. 12 papers (5%) mention
    • latent variables
  45. 11 papers (5%) mention
    • synsets
  46. 11 papers (5%) mention
    • labeled data
  47. 11 papers (5%) mention
    • F-score
  48. 11 papers (5%) mention
    • feature vector
  49. 11 papers (5%) mention
    • statistically significant
  50. 10 papers (4%) mention
    • unlabeled data
  51. 10 papers (4%) mention
    • semantic role
  52. 10 papers (4%) mention
    • sentence pairs
  53. 10 papers (4%) mention
    • LM
  54. 10 papers (4%) mention
    • BLEU scores
  55. 10 papers (4%) mention
    • Gibbs sampling
  56. 10 papers (4%) mention
    • n-grams
  57. 10 papers (4%) mention
    • SMT system
  58. 10 papers (4%) mention
    • significant improvements
  59. 10 papers (4%) mention
    • manually annotated
  60. 9 papers (4%) mention
    • word segmentation
  61. 9 papers (4%) mention
    • semantic parsing
  62. 9 papers (4%) mention
    • recursive
  63. 9 papers (4%) mention
    • phrase pair
  64. 9 papers (4%) mention
    • hidden layer
  65. 9 papers (4%) mention
    • cross-lingual
  66. 9 papers (4%) mention
    • MaxEnt
  67. 9 papers (4%) mention
    • phrase-based
  68. 9 papers (4%) mention
    • distant supervision
  69. 9 papers (4%) mention
    • language pairs
  70. 9 papers (4%) mention
    • cosine similarity
  71. 8 papers (3%) mention
    • reranking
  72. 8 papers (3%) mention
    • tree kernel
  73. 8 papers (3%) mention
    • CRF
  74. 8 papers (3%) mention
    • parallel data
  75. 8 papers (3%) mention
    • Viterbi
  76. 8 papers (3%) mention
    • social media
  77. 8 papers (3%) mention
    • entity type
  78. 8 papers (3%) mention
    • feature weights
  79. 8 papers (3%) mention
    • gold-standard
  80. 8 papers (3%) mention
    • F-measure
  81. 8 papers (3%) mention
    • syntactic parsing
  82. 8 papers (3%) mention
    • evaluation metrics
  83. 8 papers (3%) mention
    • baseline system
  84. 8 papers (3%) mention
    • similarity score
  85. 8 papers (3%) mention
    • vector space
  86. 8 papers (3%) mention
    • bag-of-words
  87. 8 papers (3%) mention
    • model training
  88. 8 papers (3%) mention
    • topic distribution
  89. 8 papers (3%) mention
    • Mechanical Turk
  90. 8 papers (3%) mention
    • translation system
  91. 8 papers (3%) mention
    • log-linear model
  92. 8 papers (3%) mention
    • best results
  93. 8 papers (3%) mention
    • significantly outperforms
  94. 7 papers (3%) mention
    • logical forms
  95. 7 papers (3%) mention
    • sentiment classification
  96. 7 papers (3%) mention
    • entity mentions
  97. 7 papers (3%) mention
    • TER
  98. 7 papers (3%) mention
    • perceptron
  99. 7 papers (3%) mention
    • human judgements
  100. 7 papers (3%) mention
    • word-level
  101. 7 papers (3%) mention
    • Chinese word
  102. 7 papers (3%) mention
    • semantic space
  103. 7 papers (3%) mention
    • in-domain
  104. 7 papers (3%) mention
    • similarity measure
  105. 7 papers (3%) mention
    • joint model
  106. 7 papers (3%) mention
    • regression model
  107. 7 papers (3%) mention
    • distributional semantics
  108. 7 papers (3%) mention
    • role labeling
  109. 7 papers (3%) mention
    • coreference resolution
  110. 7 papers (3%) mention
    • confidence score
  111. 7 papers (3%) mention
    • content words
  112. 7 papers (3%) mention
    • semantic role labeling
  113. 7 papers (3%) mention
    • meaning representations
  114. 7 papers (3%) mention
    • part-of-speech
  115. 7 papers (3%) mention
    • translation quality
  116. 7 papers (3%) mention
    • classification task
  117. 7 papers (3%) mention
    • fine-grained
  118. 7 papers (3%) mention
    • end-to-end
  119. 7 papers (3%) mention
    • F1 score
  120. 7 papers (3%) mention
    • error rate
  121. 6 papers (2%) mention
    • EDUs
  122. 6 papers (2%) mention
    • CCG
  123. 6 papers (2%) mention
    • sentiment lexicons
  124. 6 papers (2%) mention
    • IME
  125. 6 papers (2%) mention
    • MT system
  126. 6 papers (2%) mention
    • constituent parsing
  127. 6 papers (2%) mention
    • Turkers
  128. 6 papers (2%) mention
    • relation instances
  129. 6 papers (2%) mention
    • graph model
  130. 6 papers (2%) mention
    • domain adaptation
  131. 6 papers (2%) mention
    • parsing model
  132. 6 papers (2%) mention
    • CoNLL
  133. 6 papers (2%) mention
    • Berkeley parser
  134. 6 papers (2%) mention
    • segmentations
  135. 6 papers (2%) mention
    • UAS
  136. 6 papers (2%) mention
    • lexical semantic
  137. 6 papers (2%) mention
    • edit distance
  138. 6 papers (2%) mention
    • graph-based
  139. 6 papers (2%) mention
    • distributional representations
  140. 6 papers (2%) mention
    • word representations
  141. 6 papers (2%) mention
    • SVD
  142. 6 papers (2%) mention
    • feature templates
  143. 6 papers (2%) mention
    • Chinese-English
  144. 6 papers (2%) mention
    • ground truth
  145. 6 papers (2%) mention
    • translation probability
  146. 6 papers (2%) mention
    • dependency relation
  147. 6 papers (2%) mention
    • state of the art
  148. 6 papers (2%) mention
    • lexicalized
  149. 6 papers (2%) mention
    • model score
  150. 6 papers (2%) mention
    • word order
  151. 6 papers (2%) mention
    • loss function
  152. 6 papers (2%) mention
    • hyperparameter
  153. 6 papers (2%) mention
    • context information
  154. 6 papers (2%) mention
    • extraction system
  155. 6 papers (2%) mention
    • BLEU points
  156. 6 papers (2%) mention
    • highest scoring
  157. 6 papers (2%) mention
    • distributional similarity
  158. 6 papers (2%) mention
    • probability distribution
  159. 6 papers (2%) mention
    • parallel corpus
  160. 6 papers (2%) mention
    • cross validation
  161. 6 papers (2%) mention
    • proposed model
  162. 6 papers (2%) mention
    • randomly sampled
  163. 6 papers (2%) mention
    • translation task
  164. 6 papers (2%) mention
    • iteratively
  165. 6 papers (2%) mention
    • part-of-speech tags
  166. 6 papers (2%) mention
    • model parameters
  167. 5 papers (2%) mention
    • discourse parsing
  168. 5 papers (2%) mention
    • soft constraints
  169. 5 papers (2%) mention
    • recursive neural
  170. 5 papers (2%) mention
    • recursive neural network
  171. 5 papers (2%) mention
    • phrase table
  172. 5 papers (2%) mention
    • word pairs
  173. 5 papers (2%) mention
    • Chinese word segmentation
  174. 5 papers (2%) mention
    • structural features
  175. 5 papers (2%) mention
    • weight vector
  176. 5 papers (2%) mention
    • spanning tree
  177. 5 papers (2%) mention
    • syntactic context
  178. 5 papers (2%) mention
    • dependency path
  179. 5 papers (2%) mention
    • overfitting
  180. 5 papers (2%) mention
    • morphological analyzer
  181. 5 papers (2%) mention
    • feature space
  182. 5 papers (2%) mention
    • precision and recall
  183. 5 papers (2%) mention
    • Penn Treebank
  184. 5 papers (2%) mention
    • maximum entropy
  185. 5 papers (2%) mention
    • sense disambiguation
  186. 5 papers (2%) mention
    • edge weight
  187. 5 papers (2%) mention
    • discourse structure
  188. 5 papers (2%) mention
    • optimization problem
  189. 5 papers (2%) mention
    • machine learning
  190. 4 papers (1%) mention
    • hypernym
  191. 4 papers (1%) mention
    • word senses
  192. 4 papers (1%) mention
    • segmentation model
  193. 4 papers (1%) mention
    • ILP
  194. 4 papers (1%) mention
    • grammar induction
  195. 4 papers (1%) mention
    • alignment model
  196. 4 papers (1%) mention
    • dynamic programming
  197. 4 papers (1%) mention
    • PageRank
  198. 4 papers (1%) mention
    • time complexity
  199. 4 papers (1%) mention
    • linear regression
  200. 4 papers (1%) mention
    • maximum spanning
  201. 4 papers (1%) mention
    • parallel corpora
  202. 4 papers (1%) mention
    • parallel sentences
  203. 4 papers (1%) mention
    • beam search
  204. 4 papers (1%) mention
    • data sparsity
  205. 4 papers (1%) mention
    • news articles
  206. 4 papers (1%) mention
    • binary classifier
  207. 4 papers (1%) mention
    • question answering
  208. 4 papers (1%) mention
    • human annotator
  209. 4 papers (1%) mention
    • deep learning
  210. 4 papers (1%) mention
    • Amazon Mechanical Turk
  211. 4 papers (1%) mention
    • rule-based
  212. 4 papers (1%) mention
    • beam size
  213. 4 papers (1%) mention
    • statistical machine translation
  214. 4 papers (1%) mention
    • generative process
  215. 4 papers (1%) mention
    • regular expressions
  216. 3 papers (1%) mention
    • CRFs
  217. 3 papers (1%) mention
    • scoring function
  218. 3 papers (1%) mention
    • sentence compression
  219. 3 papers (1%) mention
    • manual evaluation
  220. 3 papers (1%) mention
    • language acquisition
  221. 3 papers (1%) mention
    • parsing algorithm
  222. 3 papers (1%) mention
    • generative model
  223. 3 papers (1%) mention
    • linear programming
  224. 3 papers (1%) mention
    • probabilistic models
  225. 2 papers (0%) mention
    • shift-reduce
  226. 2 papers (0%) mention
    • text classification
  227. 2 papers (0%) mention
    • clusterings
  228. 2 papers (0%) mention
    • NER
  229. 2 papers (0%) mention
    • conditional probability
  230. 2 papers (0%) mention
    • sequence labeling
  231. 2 papers (0%) mention
    • latent semantic
  232. 2 papers (0%) mention
    • support vector
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