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Language Models

705 directly classified papers

Papers per year

Papers

How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings EMNLP 2019
Knowledge Enhanced Contextual Word Representations EMNLP 2019
Towards Sentence-Level Brain Decoding with Distributed Representations AAAI 2019
Spell Once, Summon Anywhere: A Two-Level Open-Vocabulary Language Model AAAI 2019
Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling ACL 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding NIPS 2019
Neural Machine Translation with Soft Prototype NIPS 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation NIPS 2019
Can Unconditional Language Models Recover Arbitrary Sentences? NIPS 2019
Ouroboros: On Accelerating Training of Transformer-Based Language Models NIPS 2019
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction ACL 2019
Energy and Policy Considerations for Deep Learning in NLP ACL 2019
Comparison of Diverse Decoding Methods from Conditional Language Models ACL 2019
Exploring Pre-trained Language Models for Event Extraction and Generation ACL 2019
Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation ACL 2019
Interpolated Spectral NGram Language Models ACL 2019
The Unreasonable Effectiveness of Transformer Language Models in Grammatical Error Correction ACL 2019
Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations ACL 2019
Identification of Adjective-Noun Neologisms using Pretrained Language Models ACL 2019
hULMonA: The Universal Language Model in Arabic ACL 2019
Hierarchical Document Encoder for Parallel Corpus Mining ACL 2019
Unbabel’s Submission to the WMT2019 APE Shared Task: BERT-Based Encoder-Decoder for Automatic Post-Editing ACL 2019
Phrase2VecGLM: Neural generalized language model–based semantic tagging for complex query reformulation in medical IR ACL 2018
Incorporating Context into Language Encoding Models for fMRI NIPS 2018
GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking NIPS 2018