Type | peer-reviewed conference proceedings, published |

Publisher | Association for Computational Linguistics |

Disciplines | Computer Science Linguistics Machine Learning |

Papers published in *Proc. ACL* frequently mention these topics.

- 176 papers (18%) mention
- language model

- 147 papers (15%) mention
- BLEU

- 140 papers (14%) mention
- machine translation

- 128 papers (13%) mention
- Treebank

- 108 papers (11%) mention
- POS tags

- 97 papers (9%) mention
- n-gram

- 91 papers (9%) mention
- bigram

- 90 papers (9%) mention
- WordNet

- 89 papers (9%) mention
- parse tree

- 89 papers (9%) mention
- development set

- 85 papers (8%) mention
- word alignment

- 84 papers (8%) mention
- SVM

- 83 papers (8%) mention
- named entity

- 82 papers (8%) mention
- dependency parsing

- 78 papers (8%) mention
- natural language

- 75 papers (7%) mention
- gold standard

- 73 papers (7%) mention
- translation model

- 71 papers (7%) mention
- feature set

- 71 papers (7%) mention
- BLEU score

- 69 papers (7%) mention
- semi-supervised

- 69 papers (7%) mention
- sentence pairs

- 67 papers (6%) mention
- phrase-based

- 67 papers (6%) mention
- unigram

- 66 papers (6%) mention
- n-grams

- 65 papers (6%) mention
- significant improvements

- 64 papers (6%) mention
- statistically significant

- 63 papers (6%) mention
- topic models

- 61 papers (6%) mention
- objective function

- 60 papers (6%) mention
- dependency tree

- 60 papers (6%) mention
- feature vector

- 58 papers (5%) mention
- CRF

- 57 papers (5%) mention
- LM

- 57 papers (5%) mention
- NIST

- 56 papers (5%) mention
- semantic relations

- 55 papers (5%) mention
- F-score

- 54 papers (5%) mention
- labeled data

- 53 papers (5%) mention
- LDA

- 52 papers (5%) mention
- co-occurrence

- 51 papers (5%) mention
- part-of-speech

- 50 papers (5%) mention
- log-linear

- 49 papers (5%) mention
- learning algorithm

- 48 papers (4%) mention
- semantic role

- 48 papers (4%) mention
- baseline system

- 47 papers (4%) mention
- coreference

- 47 papers (4%) mention
- unlabeled data

- 47 papers (4%) mention
- translation system

- 46 papers (4%) mention
- F-measure

- 43 papers (4%) mention
- model trained

- 43 papers (4%) mention
- machine learning

- 42 papers (4%) mention
- Penn Treebank

- 42 papers (4%) mention
- Gibbs sampling

- 41 papers (4%) mention
- sentiment analysis

- 40 papers (4%) mention
- language pairs

- 40 papers (4%) mention
- dependency relations

- 39 papers (4%) mention
- phrase pair

- 39 papers (4%) mention
- latent variables

- 39 papers (4%) mention
- generative model

- 39 papers (4%) mention
- manually annotated

- 38 papers (3%) mention
- relation extraction

- 38 papers (3%) mention
- semantic similarity

- 38 papers (3%) mention
- knowledge base

- 38 papers (3%) mention
- lexicalized

- 38 papers (3%) mention
- error rate

- 37 papers (3%) mention
- Viterbi

- 37 papers (3%) mention
- translation quality

- 36 papers (3%) mention
- cosine similarity

- 35 papers (3%) mention
- similarity measure

- 35 papers (3%) mention
- human judgments

- 35 papers (3%) mention
- perceptron

- 35 papers (3%) mention
- SMT system

- 34 papers (3%) mention
- word segmentation

- 34 papers (3%) mention
- word pairs

- 34 papers (3%) mention
- gold-standard

- 34 papers (3%) mention
- subtrees

- 34 papers (3%) mention
- sentence-level

- 34 papers (3%) mention
- semantic representations

- 34 papers (3%) mention
- fine-grained

- 33 papers (3%) mention
- word order

- 33 papers (3%) mention
- hyperparameters

- 32 papers (3%) mention
- NER

- 32 papers (3%) mention
- cross-lingual

- 32 papers (3%) mention
- graph-based

- 32 papers (3%) mention
- joint model

- 32 papers (3%) mention
- MT system

- 31 papers (3%) mention
- synsets

- 31 papers (3%) mention
- word sense

- 31 papers (3%) mention
- domain adaptation

- 31 papers (3%) mention
- evaluation metrics

- 31 papers (3%) mention
- parallel corpus

- 31 papers (3%) mention
- logistic regression

- 30 papers (3%) mention
- phrase table

- 30 papers (3%) mention
- Chinese-English

- 29 papers (2%) mention
- ILP

- 29 papers (2%) mention
- CoNLL

- 29 papers (2%) mention
- TER

- 29 papers (2%) mention
- log-linear model

- 29 papers (2%) mention
- similarity score

- 29 papers (2%) mention
- maximum entropy

- 28 papers (2%) mention
- sentiment classification

- 28 papers (2%) mention
- reranking

- 28 papers (2%) mention
- parallel data

- 28 papers (2%) mention
- parsing model

- 28 papers (2%) mention
- role labeling

- 28 papers (2%) mention
- probabilistic model

- 27 papers (2%) mention
- CCG

- 27 papers (2%) mention
- shared task

- 27 papers (2%) mention
- dynamic programming

- 27 papers (2%) mention
- BLEU points

- 27 papers (2%) mention
- conditional probability

- 27 papers (2%) mention
- statistical machine translation

- 27 papers (2%) mention
- translation task

- 27 papers (2%) mention
- part-of-speech tags

- 26 papers (2%) mention
- neural network

- 26 papers (2%) mention
- segmentations

- 26 papers (2%) mention
- topic distribution

- 26 papers (2%) mention
- feature space

- 26 papers (2%) mention
- Chinese word

- 26 papers (2%) mention
- precision and recall

- 26 papers (2%) mention
- probability distribution

- 25 papers (2%) mention
- semantic parsing

- 25 papers (2%) mention
- in-domain

- 25 papers (2%) mention
- feature weights

- 25 papers (2%) mention
- rule-based

- 25 papers (2%) mention
- significantly outperforms

- 24 papers (2%) mention
- embeddings

- 24 papers (2%) mention
- coreference resolution

- 24 papers (2%) mention
- word-level

- 24 papers (2%) mention
- MaxEnt

- 24 papers (2%) mention
- regression model

- 24 papers (2%) mention
- news articles

- 24 papers (2%) mention
- translation probabilities

- 24 papers (2%) mention
- semantic role labeling

- 24 papers (2%) mention
- UAS

- 23 papers (2%) mention
- alignment model

- 23 papers (2%) mention
- noun phrases

- 23 papers (2%) mention
- beam search

- 23 papers (2%) mention
- parsing algorithm

- 23 papers (2%) mention
- syntactic parsing

- 23 papers (2%) mention
- parallel corpora

- 23 papers (2%) mention
- weight vector

- 23 papers (2%) mention
- F1 score

- 23 papers (2%) mention
- proposed model

- 23 papers (2%) mention
- randomly sampled

- 23 papers (2%) mention
- cross validation

- 22 papers (2%) mention
- CRFs

- 22 papers (2%) mention
- entity types

- 22 papers (2%) mention
- constituent parsing

- 22 papers (2%) mention
- graphical model

- 22 papers (2%) mention
- question answering

- 22 papers (2%) mention
- data sparsity

- 22 papers (2%) mention
- binary classification

- 22 papers (2%) mention
- model parameters

- 22 papers (2%) mention
- content words

- 22 papers (2%) mention
- generative process

- 21 papers (2%) mention
- word embeddings

- 21 papers (2%) mention
- hypernym

- 21 papers (2%) mention
- entity mentions

- 21 papers (2%) mention
- social media

- 21 papers (2%) mention
- edit distance

- 21 papers (2%) mention
- distributional similarity

- 21 papers (2%) mention
- scoring function

- 21 papers (2%) mention
- morphological analysis

- 21 papers (2%) mention
- vector space

- 21 papers (2%) mention
- feature templates

- 21 papers (2%) mention
- vector representations

- 21 papers (2%) mention
- context information

- 21 papers (2%) mention
- classification task

- 21 papers (2%) mention
- state of the art

- 21 papers (2%) mention
- best results

- 20 papers (2%) mention
- sentiment lexicon

- 20 papers (2%) mention
- sense disambiguation

- 20 papers (2%) mention
- loss function

- 20 papers (2%) mention
- human annotators

- 20 papers (2%) mention
- iteratively

- 19 papers (1%) mention
- recursive

- 19 papers (1%) mention
- bag-of-words

- 19 papers (1%) mention
- parallel sentences

- 19 papers (1%) mention
- linear programming

- 19 papers (1%) mention
- end-to-end

- 18 papers (1%) mention
- confidence score

- 18 papers (1%) mention
- meaning representation

- 18 papers (1%) mention
- overfitting

- 18 papers (1%) mention
- model score

- 18 papers (1%) mention
- Mechanical Turk

- 18 papers (1%) mention
- latent semantic

- 18 papers (1%) mention
- edge weights

- 17 papers (1%) mention
- sequence labeling

- 17 papers (1%) mention
- extraction system

- 16 papers (1%) mention
- relation instances

- 16 papers (1%) mention
- text classification

- 16 papers (1%) mention
- IME

- 16 papers (1%) mention
- highest scoring

- 16 papers (1%) mention
- optimization problem

- 15 papers (1%) mention
- lexical semantic

- 15 papers (1%) mention
- Chinese word segmentation

- 15 papers (1%) mention
- dependency path

- 15 papers (1%) mention
- distant supervision

- 15 papers (1%) mention
- beam size

- 15 papers (1%) mention
- clusterings

- 14 papers (1%) mention
- logical forms

- 14 papers (1%) mention
- tree kernel

- 14 papers (1%) mention
- hidden layer

- 13 papers (1%) mention
- Berkeley parser

- 13 papers (1%) mention
- grammar induction

- 13 papers (1%) mention
- structural features

- 13 papers (1%) mention
- support vector

- 12 papers (1%) mention
- sentence compression

- 12 papers (1%) mention
- Turkers

- 12 papers (1%) mention
- PageRank

- 12 papers (1%) mention
- semantic space

- 12 papers (1%) mention
- distributional representations

- 12 papers (1%) mention
- time complexity

- 12 papers (1%) mention
- manual evaluation

- 12 papers (1%) mention
- SVD

- 11 papers (1%) mention
- binarization

- 11 papers (1%) mention
- EDUs

- 10 papers (1%) mention
- discourse parsing

- 10 papers (1%) mention
- shift-reduce

- 10 papers (1%) mention
- soft constraints

- 10 papers (1%) mention
- distributional semantics

- 10 papers (1%) mention
- segmentation model

- 10 papers (1%) mention
- spanning tree

- 10 papers (1%) mention
- linear regression

- 9 papers (0%) mention
- word representations

- 9 papers (0%) mention
- ground truth

- 9 papers (0%) mention
- language acquisition

- 9 papers (0%) mention
- discourse structure

- 8 papers (0%) mention
- syntactic context

- 8 papers (0%) mention
- maximum spanning

- 8 papers (0%) mention
- regular expressions

- 6 papers (0%) mention
- recursive neural

- 6 papers (0%) mention
- recursive neural network

- 5 papers (0%) mention
- deep learning

- 5 papers (0%) mention
- Amazon Mechanical Turk