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Large Language Models

9067 directly classified papers

Papers per year

Papers

RadioTalk: A Large-Scale Corpus of Talk Radio Transcripts INTERSPEECH 2019
Robust Navigation with Language Pretraining and Stochastic Sampling IJCNLP 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 IJCNLP 2019
SciBERT: A Pretrained Language Model for Scientific Text IJCNLP 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers IJCNLP 2019
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing IJCNLP 2019
An Empirical Study on Pre-trained Embeddings and Language Models for Bot Detection ACL 2019
Identification of Adjective-Noun Neologisms using Pretrained Language Models ACL 2019
Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents AAAI 2019
Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained Aspects IJCNLP 2019
Language Models as Knowledge Bases? IJCNLP 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation NIPS 2019
When Choosing Plausible Alternatives, Clever Hans can be Clever EMNLP 2019
Cracking the Contextual Commonsense Code: Understanding Commonsense Reasoning Aptitude of Deep Contextual Representations EMNLP 2019
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing EMNLP 2019
Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained Aspects EMNLP 2019
Event Causality Recognition Exploiting Multiple Annotators’ Judgments and Background Knowledge EMNLP 2019
Visualizing and Measuring the Geometry of BERT NIPS 2019
Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture EMNLP 2019
TMU Transformer System Using BERT for Re-ranking at BEA 2019 Grammatical Error Correction on Restricted Track ACL 2019
A Hybrid Neural Network Model for Commonsense Reasoning EMNLP 2019
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering EMNLP 2019
Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching EMNLP 2019