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Foundation Models

4845 directly classified papers

Papers per year

Papers

KaLM at SemEval-2020 Task 4: Knowledge-aware Language Models for Comprehension and Generation SEMEVAL 2020
COD3S: Diverse Generation with Discrete Semantic Signatures EMNLP 2020
MineriaUNAM at SemEval-2020 Task 3: Predicting Contextual WordSimilarity Using a Centroid Based Approach and Word Embeddings SEMEVAL 2020
MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining EMNLP 2020
Are Pretrained Language Models Symbolic Reasoners over Knowledge? EMNLP 2020
Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks EMNLP 2020
Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model IJCAI 2020
The IPN-CIC team system submission for the WMT 2020 similar language task EMNLP 2020
Transformer Based Multi-Source Domain Adaptation EMNLP 2020
“I’d rather just go to bed”: Understanding Indirect Answers EMNLP 2020
CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models EMNLP 2020
SU-NLP at WNUT-2020 Task 2: The Ensemble Models EMNLP 2020
IRLab@IITBHU at WNUT-2020 Task 2: Identification of informative COVID-19 English Tweets using BERT EMNLP 2020
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks EMNLP 2020
NLP North at WNUT-2020 Task 2: Pre-training versus Ensembling for Detection of Informative COVID-19 English Tweets EMNLP 2020
TESA: A Task in Entity Semantic Aggregation for Abstractive Summarization EMNLP 2020
Consistency of a Recurrent Language Model With Respect to Incomplete Decoding EMNLP 2020
TNT: Text Normalization based Pre-training of Transformers for Content Moderation EMNLP 2020
From Statistical Relational to Neuro-Symbolic Artificial Intelligence IJCAI 2020
Evaluation of Machine Translation Methods applied to Medical Terminologies EMNLP 2020
On the Computational Power of Transformers and Its Implications in Sequence Modeling EMNLP 2020
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation EMNLP 2020
Graph-to-Graph Transformer for Transition-based Dependency Parsing EMNLP 2020
Neural Manifold Ordinary Differential Equations NIPS 2020
Finite Versus Infinite Neural Networks: an Empirical Study NIPS 2020