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Language Modeling

1090 directly classified papers

Papers per year

Papers

Dissecting Contextual Word Embeddings: Architecture and Representation EMNLP 2018
Sentence-State LSTM for Text Representation ACL 2018
Batch IS NOT Heavy: Learning Word Representations From All Samples ACL 2018
Quantum-Inspired Complex Word Embedding ACL 2018
Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding ACL 2018
Jack the Reader – A Machine Reading Framework ACL 2018
Diachronic degradation of language models: Insights from social media ACL 2018
Neural Models for Documents with Metadata ACL 2018
TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation ACL 2018
Code-switched Language Models Using Dual RNNs and Same-Source Pretraining EMNLP 2018
Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling EMNLP 2018
Biased Random Walk based Social Regularization for Word Embeddings IJCAI 2018
Using Monolingual Data in Neural Machine Translation: a Systematic Study EMNLP 2018
Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis EMNLP 2018
Universal Sentence Encoder for English EMNLP 2018
Connecting Supervised and Unsupervised Sentence Embeddings ACL 2018
Investigation on LSTM Recurrent N-gram Language Models for Speech Recognition INTERSPEECH 2018
Language Modeling with Sparse Product of Sememe Experts EMNLP 2018
Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency EMNLP 2018
A Challenge Set and Methods for Noun-Verb Ambiguity EMNLP 2018
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling EMNLP 2018
On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling EMNLP 2018
Deep Contextualized Word Representations NAACL 2018
Contextualized Word Representations for Reading Comprehension NAACL 2018
Exploring the Functional and Geometric Bias of Spatial Relations Using Neural Language Models NAACL 2018