← Resources & Methods
Natural Language Processing › Resources & Methods ›

Large Language Models

9067 directly classified papers

Papers per year

Papers

A Hybrid Neural Network Model for Commonsense Reasoning EMNLP 2019
Stance Classification, Outcome Prediction, and Impact Assessment: NLP Tasks for Studying Group Decision-Making NAACL 2019
Publicly Available Clinical BERT Embeddings NAACL 2019
A BERT-based Universal Model for Both Within- and Cross-sentence Clinical Temporal Relation Extraction NAACL 2019
Fine-tune BERT with Sparse Self-Attention Mechanism EMNLP 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers IJCNLP 2019
Incorporating External Knowledge into Machine Reading for Generative Question Answering EMNLP 2019
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing IJCNLP 2019
Coreference Resolution in Full Text Articles with BERT and Syntax-based Mention Filtering EMNLP 2019
AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models EMNLP 2019
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering EMNLP 2019
Event Causality Recognition Exploiting Multiple Annotators’ Judgments and Background Knowledge EMNLP 2019
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing EMNLP 2019
Abstract Text Summarization: A Low Resource Challenge EMNLP 2019
Pretraining-Based Natural Language Generation for Text Summarization CONLL 2019
Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking CONLL 2019
Making Asynchronous Stochastic Gradient Descent Work for Transformers EMNLP 2019
Joey NMT: A Minimalist NMT Toolkit for Novices EMNLP 2019
Unbabel’s Submission to the WMT2019 APE Shared Task: BERT-Based Encoder-Decoder for Automatic Post-Editing ACL 2019
Attention Is (not) All You Need for Commonsense Reasoning ACL 2019
IIT-KGP at MEDIQA 2019: Recognizing Question Entailment using Sci-BERT stacked with a Gradient Boosting Classifier ACL 2019
Mitigating Gender Bias in Natural Language Processing: Literature Review ACL 2019
EGG: a toolkit for research on Emergence of lanGuage in Games IJCNLP 2019
Revealing the Dark Secrets of BERT IJCNLP 2019
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings IJCNLP 2019