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Large Language Models

9067 directly classified papers

Papers per year

Papers

On the Influence of Masking Policies in Intermediate Pre-training EMNLP 2021
Parallel Refinements for Lexically Constrained Text Generation with BART EMNLP 2021
AdapterDrop: On the Efficiency of Adapters in Transformers EMNLP 2021
IrEne-viz: Visualizing Energy Consumption of Transformer Models EMNLP 2021
Discovering Explanatory Sentences in Legal Case Decisions Using Pre-trained Language Models EMNLP 2021
Simultaneously Self-Attending to Text and Entities for Knowledge-Informed Text Representations ACL 2021
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories EMNLP 2021
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers EMNLP 2021
Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections EMNLP 2021
Do Context-Aware Translation Models Pay the Right Attention? ACL 2021
Explaining Contextualization in Language Models using Visual Analytics ACL 2021
BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief EMNLP 2021
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model EMNLP 2021
The USYD-JD Speech Translation System for IWSLT2021 ACL 2021
Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning EMNLP 2021
Discrete and Soft Prompting for Multilingual Models EMNLP 2021
Can Language Models be Biomedical Knowledge Bases? EMNLP 2021
RedwoodNLP at SemEval-2021 Task 7: Ensembled Pretrained and Lightweight Models for Humor Detection ACL 2021
AStarTwice at SemEval-2021 Task 5: Toxic Span Detection Using RoBERTa-CRF, Domain Specific Pre-Training and Self-Training ACL 2021
PINGAN Omini-Sinitic at SemEval-2021 Task 4:Reading Comprehension of Abstract Meaning ACL 2021
MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers ACL 2021
KGP at SemEval-2021 Task 8: Leveraging Multi-Staged Language Models for Extracting Measurements, their Attributes and Relations ACL 2021
Humor@IITK at SemEval-2021 Task 7: Large Language Models for Quantifying Humor and Offensiveness ACL 2021
Zhestyatsky at SemEval-2021 Task 2: ReLU over Cosine Similarity for BERT Fine-tuning ACL 2021
Technical Report on Shared Task in DialDoc21 ACL 2021