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Large Language Models

9,153 papers

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Papers

PubMedQA: A Dataset for Biomedical Research Question Answering EMNLP 2019
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge EMNLP 2019
Fine-tune BERT with Sparse Self-Attention Mechanism EMNLP 2019
SciBERT: A Pretrained Language Model for Scientific Text EMNLP 2019
Revealing the Dark Secrets of BERT EMNLP 2019
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing EMNLP 2019
Event Causality Recognition Exploiting Multiple Annotators’ Judgments and Background Knowledge EMNLP 2019
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering EMNLP 2019
Abstract Text Summarization: A Low Resource Challenge EMNLP 2019
Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching EMNLP 2019
Pre-Training BERT on Domain Resources for Short Answer Grading EMNLP 2019
A Robust Self-Learning Framework for Cross-Lingual Text Classification EMNLP 2019
AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models EMNLP 2019
EGG: a toolkit for research on Emergence of lanGuage in Games EMNLP 2019
Joey NMT: A Minimalist NMT Toolkit for Novices EMNLP 2019
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction EMNLP 2019
Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture EMNLP 2019
Coreference Resolution in Full Text Articles with BERT and Syntax-based Mention Filtering 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
Making Asynchronous Stochastic Gradient Descent Work for Transformers EMNLP 2019
On the use of BERT for Neural Machine Translation EMNLP 2019
Paraphrasing with Large Language Models EMNLP 2019
Enhancing BERT for Lexical Normalization EMNLP 2019
A Recurrent BERT-based Model for Question Generation EMNLP 2019
Crowd-sourcing annotation of complex NLU tasks: A case study of argumentative content annotation EMNLP 2019