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Language Modeling

2,579 papers

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Papers

Semi-Supervised Adaptation of RNNLMs by Fine-Tuning with Domain-Specific Auxiliary Features INTERSPEECH 2017
LSTM Neural Network-Based Speaker Segmentation Using Acoustic and Language Modelling INTERSPEECH 2017
To Plan or not to Plan? Discourse Planning in Slot-Value Informed Sequence to Sequence Models for Language Generation INTERSPEECH 2017
Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA JMLR 2017
Duluth at SemEval-2017 Task 6: Language Models in Humor Detection SEMEVAL 2017
Reward Augmented Maximum Likelihood for Neural Structured Prediction NIPS 2016
LightRNN: Memory and Computation-Efficient Recurrent Neural Networks NIPS 2016
Bayesian Language Model based on Mixture of Segmental Contexts for Spontaneous Utterances with Unexpected Words COLING 2016
Predictive Incremental Parsing Helps Language Modeling COLING 2016
Learning to Distill: The Essence Vector Modeling Framework COLING 2016
Splitting compounds with ngrams COLING 2016
Different Contexts Lead to Different Word Embeddings COLING 2016
Fast Gated Neural Domain Adaptation: Language Model as a Case Study COLING 2016
Direct vs. indirect evaluation of distributional thesauri COLING 2016
D-GloVe: A Feasible Least Squares Model for Estimating Word Embedding Densities COLING 2016
Predicting human similarity judgments with distributional models: The value of word associations. COLING 2016
Distributional Hypernym Generation by Jointly Learning Clusters and Projections COLING 2016
Context-aware Natural Language Generation for Spoken Dialogue Systems COLING 2016
Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling COLING 2016
Improving Statistical Machine Translation with Selectional Preferences COLING 2016
Latent Topic Embedding COLING 2016
Succinct Data Structures for NLP-at-Scale COLING 2016
Temporal Action Detection Using a Statistical Language Model CVPR 2016
Colloquialising Modern Standard Arabic Text for Improved Speech Recognition INTERSPEECH 2016
Learning N-Gram Language Models from Uncertain Data INTERSPEECH 2016