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Language Modeling

1090 directly classified papers

Papers per year

Papers

Probing Word and Sentence Embeddings for Long-distance Dependencies Effects in French and English ACL 2019
Identification of Adjective-Noun Neologisms using Pretrained Language Models ACL 2019
Neural Linguistic Steganography IJCNLP 2019
Cloze-driven Pretraining of Self-attention Networks EMNLP 2019
UER: An Open-Source Toolkit for Pre-training Models IJCNLP 2019
Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations IJCNLP 2019
Joey NMT: A Minimalist NMT Toolkit for Novices IJCNLP 2019
Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation IJCNLP 2019
UER: An Open-Source Toolkit for Pre-training Models EMNLP 2019
How Pre-trained Word Representations Capture Commonsense Physical Comparisons EMNLP 2019
KnowSemLM: A Knowledge Infused Semantic Language Model CONLL 2019
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences CONLL 2019
Using Priming to Uncover the Organization of Syntactic Representations in Neural Language Models CONLL 2019
Analysing Neural Language Models: Contextual Decomposition Reveals Default Reasoning in Number and Gender Assignment CONLL 2019
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings EMNLP 2019
Tree Transformer: Integrating Tree Structures into Self-Attention EMNLP 2019
Investigating BERT’s Knowledge of Language: Five Analysis Methods with NPIs EMNLP 2019
Fine-tune BERT with Sparse Self-Attention Mechanism EMNLP 2019
Transductive Learning of Neural Language Models for Syntactic and Semantic Analysis EMNLP 2019
WikiCREM: A Large Unsupervised Corpus for Coreference Resolution EMNLP 2019
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? EMNLP 2019
BioReddit: Word Embeddings for User-Generated Biomedical NLP EMNLP 2019
Natural Language Generation for Effective Knowledge Distillation EMNLP 2019
Investigating BERT’s Knowledge of Language: Five Analysis Methods with NPIs IJCNLP 2019
Visualizing and Measuring the Geometry of BERT NIPS 2019