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 2012 frequently mention these topics.
  1. 22 papers (21%) mention
    • BLEU
  2. 22 papers (21%) mention
    • language model
  3. 17 papers (16%) mention
    • treebank
  4. 16 papers (15%) mention
    • machine translation
  5. 13 papers (12%) mention
    • POS tagging
  6. 13 papers (12%) mention
    • n-gram
  7. 12 papers (11%) mention
    • topic model
  8. 12 papers (11%) mention
    • named entity
  9. 12 papers (11%) mention
    • significant improvements
  10. 11 papers (10%) mention
    • word alignment
  11. 11 papers (10%) mention
    • NIST
  12. 10 papers (9%) mention
    • LM
  13. 10 papers (9%) mention
    • translation model
  14. 10 papers (9%) mention
    • dependency parsing
  15. 10 papers (9%) mention
    • CRF
  16. 10 papers (9%) mention
    • feature set
  17. 10 papers (9%) mention
    • bigram
  18. 10 papers (9%) mention
    • development set
  19. 10 papers (9%) mention
    • n-grams
  20. 9 papers (8%) mention
    • dependency trees
  21. 9 papers (8%) mention
    • SMT system
  22. 9 papers (8%) mention
    • generative model
  23. 9 papers (8%) mention
    • natural language
  24. 9 papers (8%) mention
    • statistically significant
  25. 8 papers (7%) mention
    • labeled data
  26. 8 papers (7%) mention
    • word segmentation
  27. 8 papers (7%) mention
    • phrase-based
  28. 8 papers (7%) mention
    • BLEU score
  29. 8 papers (7%) mention
    • co-occurrence
  30. 8 papers (7%) mention
    • parse tree
  31. 8 papers (7%) mention
    • beam search
  32. 8 papers (7%) mention
    • objective function
  33. 8 papers (7%) mention
    • translation quality
  34. 8 papers (7%) mention
    • gold standard
  35. 7 papers (6%) mention
    • LDA
  36. 7 papers (6%) mention
    • parsing model
  37. 7 papers (6%) mention
    • joint model
  38. 7 papers (6%) mention
    • latent variables
  39. 7 papers (6%) mention
    • unigram
  40. 7 papers (6%) mention
    • perceptron
  41. 7 papers (6%) mention
    • constituent parser
  42. 7 papers (6%) mention
    • MT system
  43. 7 papers (6%) mention
    • phrase pair
  44. 6 papers (5%) mention
    • relation extraction
  45. 6 papers (5%) mention
    • phrase table
  46. 6 papers (5%) mention
    • sentence pairs
  47. 6 papers (5%) mention
    • evaluation metrics
  48. 6 papers (5%) mention
    • hyperparameters
  49. 6 papers (5%) mention
    • UAS
  50. 6 papers (5%) mention
    • log-linear
  51. 6 papers (5%) mention
    • BLEU points
  52. 6 papers (5%) mention
    • Gibbs sampling
  53. 6 papers (5%) mention
    • F1 score
  54. 6 papers (5%) mention
    • model trained
  55. 5 papers (4%) mention
    • NER
  56. 5 papers (4%) mention
    • topic distribution
  57. 5 papers (4%) mention
    • SVM
  58. 5 papers (4%) mention
    • entity types
  59. 5 papers (4%) mention
    • lexicalized
  60. 5 papers (4%) mention
    • parallel corpus
  61. 5 papers (4%) mention
    • knowledge base
  62. 5 papers (4%) mention
    • human judgments
  63. 5 papers (4%) mention
    • semantic relations
  64. 5 papers (4%) mention
    • entity mentions
  65. 5 papers (4%) mention
    • feature vector
  66. 5 papers (4%) mention
    • learning algorithm
  67. 5 papers (4%) mention
    • WordNet
  68. 5 papers (4%) mention
    • semi-supervised
  69. 5 papers (4%) mention
    • feature templates
  70. 5 papers (4%) mention
    • graphical model
  71. 5 papers (4%) mention
    • baseline system
  72. 5 papers (4%) mention
    • manually annotated
  73. 5 papers (4%) mention
    • statistical machine translation
  74. 4 papers (3%) mention
    • coreference
  75. 4 papers (3%) mention
    • ILP
  76. 4 papers (3%) mention
    • graph-based
  77. 4 papers (3%) mention
    • reranking
  78. 4 papers (3%) mention
    • CoNLL
  79. 4 papers (3%) mention
    • parallel data
  80. 4 papers (3%) mention
    • dependency relations
  81. 4 papers (3%) mention
    • unlabeled data
  82. 4 papers (3%) mention
    • Chinese word
  83. 4 papers (3%) mention
    • language pairs
  84. 4 papers (3%) mention
    • word-level
  85. 4 papers (3%) mention
    • Chinese-English
  86. 4 papers (3%) mention
    • TER
  87. 4 papers (3%) mention
    • Penn Treebank
  88. 4 papers (3%) mention
    • sentence-level
  89. 4 papers (3%) mention
    • beam size
  90. 4 papers (3%) mention
    • word pairs
  91. 4 papers (3%) mention
    • translation systems
  92. 4 papers (3%) mention
    • log-linear model
  93. 4 papers (3%) mention
    • probabilistic model
  94. 4 papers (3%) mention
    • generative process
  95. 4 papers (3%) mention
    • sentiment analysis
  96. 4 papers (3%) mention
    • significantly outperforms
  97. 3 papers (2%) mention
    • Viterbi
  98. 3 papers (2%) mention
    • CRFs
  99. 3 papers (2%) mention
    • shift-reduce
  100. 3 papers (2%) mention
    • semantic role
  101. 3 papers (2%) mention
    • cross-lingual
  102. 3 papers (2%) mention
    • word order
  103. 3 papers (2%) mention
    • relation instance
  104. 3 papers (2%) mention
    • Chinese word segmentation
  105. 3 papers (2%) mention
    • subtrees
  106. 3 papers (2%) mention
    • F-measure
  107. 3 papers (2%) mention
    • latent semantics
  108. 3 papers (2%) mention
    • part-of-speech
  109. 3 papers (2%) mention
    • word senses
  110. 3 papers (2%) mention
    • segmentations
  111. 3 papers (2%) mention
    • distant supervision
  112. 3 papers (2%) mention
    • proposed models
  113. 3 papers (2%) mention
    • F-score
  114. 3 papers (2%) mention
    • linear programming
  115. 3 papers (2%) mention
    • model score
  116. 3 papers (2%) mention
    • feature weights
  117. 3 papers (2%) mention
    • fine-grained
  118. 3 papers (2%) mention
    • syntactic parsing
  119. 3 papers (2%) mention
    • translation probabilities
  120. 3 papers (2%) mention
    • iteratively
  121. 3 papers (2%) mention
    • cosine similarity
  122. 3 papers (2%) mention
    • weight vector
  123. 3 papers (2%) mention
    • structural features
  124. 3 papers (2%) mention
    • maximum entropy
  125. 3 papers (2%) mention
    • translation tasks
  126. 3 papers (2%) mention
    • overfitting
  127. 3 papers (2%) mention
    • end-to-end
  128. 3 papers (2%) mention
    • news articles
  129. 3 papers (2%) mention
    • optimization problem
  130. 2 papers (1%) mention
    • sentiment classification
  131. 2 papers (1%) mention
    • CCG
  132. 2 papers (1%) mention
    • IM
  133. 2 papers (1%) mention
    • edit distance
  134. 2 papers (1%) mention
    • domain adaptation
  135. 2 papers (1%) mention
    • sentiment lexicon
  136. 2 papers (1%) mention
    • MaxEnt
  137. 2 papers (1%) mention
    • neural network
  138. 2 papers (1%) mention
    • maximum spanning
  139. 2 papers (1%) mention
    • spanning tree
  140. 2 papers (1%) mention
    • sense disambiguation
  141. 2 papers (1%) mention
    • parsing algorithm
  142. 2 papers (1%) mention
    • parallel sentences
  143. 2 papers (1%) mention
    • similarity measures
  144. 2 papers (1%) mention
    • semantic representations
  145. 2 papers (1%) mention
    • parallel corpora
  146. 2 papers (1%) mention
    • dependency paths
  147. 2 papers (1%) mention
    • synset
  148. 2 papers (1%) mention
    • Berkeley parser
  149. 2 papers (1%) mention
    • feature space
  150. 2 papers (1%) mention
    • sequence labeling
  151. 2 papers (1%) mention
    • similarity score
  152. 2 papers (1%) mention
    • SVD
  153. 2 papers (1%) mention
    • dynamic programming
  154. 2 papers (1%) mention
    • conditional probability
  155. 2 papers (1%) mention
    • part-of-speech tag
  156. 2 papers (1%) mention
    • support vector
  157. 2 papers (1%) mention
    • machine learning
  158. 2 papers (1%) mention
    • manual evaluation
  159. 2 papers (1%) mention
    • state of the art
  160. 2 papers (1%) mention
    • in-domain
  161. 2 papers (1%) mention
    • gold-standard
  162. 2 papers (1%) mention
    • semantic similarity
  163. 2 papers (1%) mention
    • best result
  164. 2 papers (1%) mention
    • clusterings
  165. 2 papers (1%) mention
    • cross validation
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