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Large Language Models

6405 directly classified papers

Papers per year

Papers

RobBERT: a Dutch RoBERTa-based Language Model EMNLP 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models EMNLP 2020
Improving Event Duration Prediction via Time-aware Pre-training EMNLP 2020
How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers? EMNLP 2020
Visually-Grounded Planning without Vision: Language Models Infer Detailed Plans from High-level Instructions EMNLP 2020
Do Language Embeddings capture Scales? EMNLP 2020
Investigating Novel Verb Learning in BERT: Selectional Preference Classes and Alternation-Based Syntactic Generalization EMNLP 2020
This is a BERT. Now there are several of them. Can they generalize to novel words? EMNLP 2020
Are Pretrained Language Models Symbolic Reasoners over Knowledge? EMNLP 2020
Towards Neural Programming Interfaces NIPS 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers NIPS 2020
BERT Loses Patience: Fast and Robust Inference with Early Exit NIPS 2020
Defending Against Neural Fake News NIPS 2019
Learning Natural Language Interfaces with Neural Models INTERSPEECH 2019
Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations EMNLP 2019
Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations ACL 2019
On the use of BERT for Neural Machine Translation 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
Monash University’s Submissions to the WNGT 2019 Document Translation Task EMNLP 2019
ERNIE: Enhanced Language Representation with Informative Entities ACL 2019
XQA: A Cross-lingual Open-domain Question Answering Dataset ACL 2019
Transformer-XL: Attentive Language Models beyond a Fixed-Length Context ACL 2019
Diachronic degradation of language models: Insights from social media ACL 2018
Densely Connected Networks for Conversational Speech Recognition INTERSPEECH 2018
Colorless Green Recurrent Networks Dream Hierarchically NAACL 2018