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Large Language Models

9067 directly classified papers

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Papers

BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition EMNLP 2020
Domain adaptation challenges of BERT in tokenization and sub-word representations of Out-of-Vocabulary words EMNLP 2020
Using BERT for Qualitative Content Analysis in Psychosocial Online Counseling EMNLP 2020
iNLTK: Natural Language Toolkit for Indic Languages EMNLP 2020
Noisy Text Data: Achilles’ Heel of BERT EMNLP 2020
Intelligent Analyses on Storytelling for Impact Measurement EMNLP 2020
Learning Music Helps You Read: Using Transfer to Study Linguistic Structure in Language Models EMNLP 2020
BioMegatron: Larger Biomedical Domain Language Model EMNLP 2020
Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion EMNLP 2020
Incorporating BERT into Parallel Sequence Decoding with Adapters NIPS 2020
MPNet: Masked and Permuted Pre-training for Language Understanding NIPS 2020
Speech2Action: Cross-Modal Supervision for Action Recognition CVPR 2020
Incremental Processing in the Age of Non-Incremental Encoders: An Empirical Assessment of Bidirectional Models for Incremental NLU EMNLP 2020
“You are grounded!”: Latent Name Artifacts in Pre-trained Language Models EMNLP 2020
RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark EMNLP 2020
Fill in the BLANC: Human-free quality estimation of document summaries EMNLP 2020
#GCDH at WNUT-2020 Task 2: BERT-Based Models for the Detection of Informativeness in English COVID-19 Related Tweets EMNLP 2020
High Performance Natural Language Processing EMNLP 2020
Breakdown Detection in Negotiation Dialogues (Student Abstract) AAAI 2020
BERT-based Spatial Information Extraction EMNLP 2020
Context Analysis for Pre-trained Masked Language Models EMNLP 2020
Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data EMNLP 2020
Probing Task-Oriented Dialogue Representation from Language Models EMNLP 2020
On the effectiveness of small, discriminatively pre-trained language representation models for biomedical text mining EMNLP 2020
DynaBERT: Dynamic BERT with Adaptive Width and Depth NIPS 2020