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Large Language Models

9067 directly classified papers

Papers per year

Papers

SLPL-Sentiment at SemEval-2022 Task 10: Making Use of Pre-Trained Model’s Attention Values in Structured Sentiment Analysis SEMEVAL 2022
OPI at SemEval-2022 Task 10: Transformer-based Sequence Tagging with Relation Classification for Structured Sentiment Analysis SEMEVAL 2022
HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection SEMEVAL 2022
LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging COLING 2022
NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction COLING 2022
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning COLING 2022
A Closer Look at Parameter Contributions When Training Neural Language and Translation Models COLING 2022
Upstream Mitigation Is Not All You Need: Testing the Bias Transfer Hypothesis in Pre-Trained Language Models ACL 2022
Probing for Predicate Argument Structures in Pretrained Language Models ACL 2022
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models ACL 2022
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer ACL 2022
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization ACL 2022
Phone-ing it in: Towards Flexible Multi-Modal Language Model Training by Phonetic Representations of Data ACL 2022
Noisy Channel Language Model Prompting for Few-Shot Text Classification ACL 2022
Prix-LM: Pretraining for Multilingual Knowledge Base Construction ACL 2022
Extracting Latent Steering Vectors from Pretrained Language Models ACL 2022
DeepStruct: Pretraining of Language Models for Structure Prediction ACL 2022
Mukayese: Turkish NLP Strikes Back ACL 2022
DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog ACL 2022
Multi-Stage Prompting for Knowledgeable Dialogue Generation ACL 2022
Finding the Dominant Winning Ticket in Pre-Trained Language Models ACL 2022
Morphosyntactic Tagging with Pre-trained Language Models for Arabic and its Dialects ACL 2022
Dict-BERT: Enhancing Language Model Pre-training with Dictionary ACL 2022
Training Dynamics for Text Summarization Models ACL 2022
Prompt-Driven Neural Machine Translation ACL 2022