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Language Modeling

1090 directly classified papers

Papers per year

Papers

BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance ACL 2020
Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly ACL 2020
Torch-Struct: Deep Structured Prediction Library ACL 2020
Overestimation of Syntactic Representation in Neural Language Models ACL 2020
The birth of Romanian BERT EMNLP 2020
Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models ACL 2020
Learning Probabilistic Sentence Representations from Paraphrases ACL 2020
Cross-Thought for Sentence Encoder Pre-training EMNLP 2020
Connecting the Dots: Event Graph Schema Induction with Path Language Modeling EMNLP 2020
Word class flexibility: A deep contextualized approach EMNLP 2020
Interpretation of NLP models through input marginalization EMNLP 2020
Don’t Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation EMNLP 2020
ConveRT: Efficient and Accurate Conversational Representations from Transformers EMNLP 2020
Automatic Assistance for Academic Word Usage COLING 2020
Deep Learning Brasil - NLP at SemEval-2020 Task 9: Sentiment Analysis of Code-Mixed Tweets Using Ensemble of Language Models SEMEVAL 2020
Cloze Distillation: Improving Neural Language Models with Human Next-Word Prediction CONLL 2020
Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models CONLL 2020
Re-solve it: simulating the acquisition of core semantic competences from small data CONLL 2020
Learning Geometric Word Meta-Embeddings ACL 2020
In search of isoglosses: continuous and discrete language embeddings in Slavic historical phonology ACL 2020
Variance of Average Surprisal: A Better Predictor for Quality of Grammar from Unsupervised PCFG Induction ACL 2019
Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors ACL 2019
Like a Baby: Visually Situated Neural Language Acquisition ACL 2019
Latent Structure Models for Natural Language Processing ACL 2019
Analyzing the Structure of Attention in a Transformer Language Model ACL 2019