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Large Language Models

9067 directly classified papers

Papers per year

Papers

Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2019
BERT Rediscovers the Classical NLP Pipeline ACL 2019
DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain ACL 2019
Neural Arabic Question Answering ACL 2019
No Army, No Navy: BERT Semi-Supervised Learning of Arabic Dialects ACL 2019
AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models EMNLP 2019
Coreference Resolution in Full Text Articles with BERT and Syntax-based Mention Filtering EMNLP 2019
Crowd-sourcing annotation of complex NLU tasks: A case study of argumentative content annotation EMNLP 2019
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge EMNLP 2019
BERT is Not an Interlingua and the Bias of Tokenization EMNLP 2019
Hello, It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems EMNLP 2019
On the use of BERT for Neural Machine Translation EMNLP 2019
A Robust Self-Learning Framework for Cross-Lingual Text Classification EMNLP 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems NIPS 2019
Cross-lingual Language Model Pretraining NIPS 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding NIPS 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks NIPS 2019
Pre-Training BERT on Domain Resources for Short Answer Grading EMNLP 2019
Inducing brain-relevant bias in natural language processing models NIPS 2019
IIT-KGP at COIN 2019: Using pre-trained Language Models for modeling Machine Comprehension EMNLP 2019
Paraphrasing with Large Language Models EMNLP 2019
Equity Beyond Bias in Language Technologies for Education ACL 2019
Incorporating External Knowledge into Machine Reading for Generative Question Answering EMNLP 2019
Fine-tune BERT with Sparse Self-Attention Mechanism EMNLP 2019
Learning to combine Grammatical Error Corrections ACL 2019