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Language Models

705 directly classified papers

Papers per year

Papers

Pretrained Language Model Embryology: The Birth of ALBERT EMNLP 2020
IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages EMNLP 2020
Examining the rhetorical capacities of neural language models EMNLP 2020
What Happens To BERT Embeddings During Fine-tuning? EMNLP 2020
It’s not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT EMNLP 2020
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers EMNLP 2020
GPT-too: A Language-Model-First Approach for AMR-to-Text Generation ACL 2020
A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer’s Type ACL 2020
To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks ACL 2020
The EOS Decision and Length Extrapolation EMNLP 2020
This is a BERT. Now there are several of them. Can they generalize to novel words? EMNLP 2020
Word associations and the distance properties of context-aware word embeddings EMNLP 2020
Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models EMNLP 2020
Cloze Distillation: Improving Neural Language Models with Human Next-Word Prediction EMNLP 2020
Enabling Language Models to Fill in the Blanks ACL 2020
Learning to execute instructions in a Minecraft dialogue ACL 2020
Masked Language Model Scoring ACL 2020
Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning ACL 2020
Adaptive Compression of Word Embeddings ACL 2020
SenseBERT: Driving Some Sense into BERT ACL 2020
Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models ACL 2020
Are we Estimating or Guesstimating Translation Quality? ACL 2020
Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach ACL 2020
Learning Architectures from an Extended Search Space for Language Modeling ACL 2020
CamemBERT: a Tasty French Language Model ACL 2020