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Large Language Models

9,153 papers

Papers per year

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Papers

Probing Pretrained Language Models for Lexical Semantics EMNLP 2020
BERT Knows Punta Cana is not just beautiful, it’s gorgeous: Ranking Scalar Adjectives with Contextualised Representations EMNLP 2020
PatchBERT: Just-in-Time, Out-of-Vocabulary Patching EMNLP 2020
On the importance of pre-training data volume for compact language models EMNLP 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting EMNLP 2020
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging EMNLP 2020
Cold-start Active Learning through Self-supervised Language Modeling EMNLP 2020
Exploring Contextualized Neural Language Models for Temporal Dependency Parsing EMNLP 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP 2020
Text Classification Using Label Names Only: A Language Model Self-Training Approach EMNLP 2020
MedDialog: Large-scale Medical Dialogue Datasets EMNLP 2020
BERTweet: A pre-trained language model for English Tweets EMNLP 2020
Transformers: State-of-the-Art Natural Language Processing EMNLP 2020
High Performance Natural Language Processing EMNLP 2020
Revisiting Pre-Trained Models for Chinese Natural Language Processing EMNLP 2020
Pretrained Language Models for Dialogue Generation with Multiple Input Sources EMNLP 2020
Generative Data Augmentation for Commonsense Reasoning EMNLP 2020
PhoBERT: Pre-trained language models for Vietnamese EMNLP 2020
Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion EMNLP 2020
Investigating Transferability in Pretrained Language Models EMNLP 2020
Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA EMNLP 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages EMNLP 2020
StyleDGPT: Stylized Response Generation with Pre-trained Language Models EMNLP 2020
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification EMNLP 2020
Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media EMNLP 2020