Large Language Models

Zero-Shot Information Extraction for Clinical Meta-Analysis using Large Language Models ACL 2023 Zero-Shot Multi-Label Topic Inference with Sentence Encoders and LLMs EMNLP 2023 Zero-shot Probing of Pretrained Language Models for Geography Knowledge AACL 2023 Zero-shot Temporal Relation Extraction with ChatGPT ACL 2023 Zero-shot Topical Text Classification with LLMs - an Experimental Study EMNLP 2023 ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models EMNLP 2023 ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models EMNLP 2023 Z-Index at BLP-2023 Task 2: A Comparative Study on Sentiment Analysis EMNLP 2023 Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction ACL 2023 20Q: Overlap-Free World Knowledge Benchmark for Language Models EMNLP 2022 A BERT-based Language Modeling Framework Interspeech 2022 Abstractive Approaches To Multidocument Summarization Of Medical Literature Reviews COLING 2022 Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting COLING 2022 A Closer Look at Parameter Contributions When Training Neural Language and Translation Models COLING 2022 A Comparative Analysis between Human-in-the-loop Systems and Large Language Models for Pattern Extraction Tasks EMNLP 2022 AdaPrompt: Adaptive Model Training for Prompt-based NLP EMNLP 2022 AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters ACL 2022 Adapting a Language Model While Preserving its General Knowledge EMNLP 2022 Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning COLING 2022 A Data Cartography based MixUp for Pre-trained Language Models NAACL 2022 Addressing token uniformity in transformers via singular value transformation UAI 2022 AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning NeurIPS 2022 A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal Products COLING 2022 Adversarial Data Augmentation for Task-Specific Knowledge Distillation of Pre-trained Transformers AAAI 2022 Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation AAAI 2022