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Large Language Models

9067 directly classified papers

Papers per year

Papers

Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation IJCNLP 2021
Natural Language Processing Meets Quantum Physics: A Survey and Categorization EMNLP 2021
RG PA at SemEval-2021 Task 1: A Contextual Attention-based Model with RoBERTa for Lexical Complexity Prediction SEMEVAL 2021
Superbizarre Is Not Superb: Derivational Morphology Improves BERT’s Interpretation of Complex Words ACL 2021
Span Fine-tuning for Pre-trained Language Models EMNLP 2021
ArabicTransformer: Efficient Large Arabic Language Model with Funnel Transformer and ELECTRA Objective EMNLP 2021
What’s in Your Head? Emergent Behaviour in Multi-Task Transformer Models EMNLP 2021
Influence Patterns for Explaining Information Flow in BERT NIPS 2021
Does She Wink or Does She Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models EACL 2021
CSECU-DSG at SemEval-2021 Task 1: Fusion of Transformer Models for Lexical Complexity Prediction SEMEVAL 2021
DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach SEMEVAL 2021
What to Pre-Train on? Efficient Intermediate Task Selection EMNLP 2021
YoungSheldon at SemEval-2021 Task 5: Fine-tuning Pre-trained Language Models for Toxic Spans Detection using Token classification Objective SEMEVAL 2021
Pragmatic competence of pre-trained language models through the lens of discourse connectives CONLL 2021
Simon @ LT-EDI-EACL2021: Detecting Hope Speech with BERT EACL 2021
DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting EACL 2021
Wine is not v i n. On the Compatibility of Tokenizations across Languages EMNLP 2021
Learning and Evaluating a Differentially Private Pre-trained Language Model EMNLP 2021
Surface Form Competition: Why the Highest Probability Answer Isn’t Always Right EMNLP 2021
Language Models are Few-shot Multilingual Learners EMNLP 2021
Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training EMNLP 2021
BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language EMNLP 2021
MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection EMNLP 2021
Multilingual Translation via Grafting Pre-trained Language Models EMNLP 2021
Attribute Alignment: Controlling Text Generation from Pre-trained Language Models EMNLP 2021