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Large Language Models

9067 directly classified papers

Papers per year

Papers

What Language Model Architecture and Pretraining Objective Works Best for Zero-Shot Generalization? ICML 2022
PPT: Backdoor Attacks on Pre-trained Models via Poisoned Prompt Tuning IJCAI 2022
Training Naturalized Semantic Parsers with Very Little Data IJCAI 2022
CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection NAACL 2022
Textomics: A Dataset for Genomics Data Summary Generation ACL 2022
DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning IJCAI 2022
AgriBERT: Knowledge-Infused Agricultural Language Models for Matching Food and Nutrition IJCAI 2022
daminglu123 at SemEval-2022 Task 2: Using BERT and LSTM to Do Text Classification NAACL 2022
KinyaBERT: a Morphology-aware Kinyarwanda Language Model ACL 2022
Kronecker Decomposition for GPT Compression ACL 2022
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References ACL 2022
Exploring the Capacity of a Large-scale Masked Language Model to Recognize Grammatical Errors ACL 2022
RetroNLU: Retrieval Augmented Task-Oriented Semantic Parsing ACL 2022
Enhancing Entity Representations with Prompt Learning for Biomedical Entity Linking IJCAI 2022
ANNA: Enhanced Language Representation for Question Answering ACL 2022
Evaluating Contextual Embeddings and their Extraction Layers for Depression Assessment ACL 2022
HiJoNLP at SemEval-2022 Task 2: Detecting Idiomaticity of Multiword Expressions using Multilingual Pretrained Language Models NAACL 2022
HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection NAACL 2022
BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection NAACL 2022
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention IJCAI 2022
ASRtrans at SemEval-2022 Task 4: Ensemble of Tuned Transformer-based Models for PCL Detection NAACL 2022
Team dina at SemEval-2022 Task 8: Pre-trained Language Models as Baselines for Semantic Similarity NAACL 2022
Using Pre-Trained Language Models for Producing Counter Narratives Against Hate Speech: a Comparative Study ACL 2022
Interpreting the Robustness of Neural NLP Models to Textual Perturbations ACL 2022
On the data requirements of probing ACL 2022