Large Language Models

On Semantic Cognition, Inductive Generalization, and Language Models AAAI 2022 On the Calibration of Massively Multilingual Language Models EMNLP 2022 On the data requirements of probing ACL 2022 On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing ACL 2022 On the Importance of Data Size in Probing Fine-tuned Models ACL 2022 On the Importance of Effectively Adapting Pretrained Language Models for Active Learning ACL 2022 On the Nature of BERT: Correlating Fine-Tuning and Linguistic Competence COLING 2022 On the Pitfalls of Analyzing Individual Neurons in Language Models ICLR 2022 On the Transferability of Pre-trained Language Models: A Study from Artificial Datasets AAAI 2022 On Transferability of Prompt Tuning for Natural Language Processing NAACL 2022 OpenPrompt: An Open-source Framework for Prompt-learning ACL 2022 OPI at SemEval-2022 Task 10: Transformer-based Sequence Tagging with Relation Classification for Structured Sentiment Analysis SemEval 2022 OPI@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text using RoBERTa Pre-trained Language Models ACL 2022 Original Content Is All You Need! an Empirical Study on Leveraging Answer Summary for WikiHowQA Answer Selection Task COLING 2022 PALI-NLP at SemEval-2022 Task 6: iSarcasmEval- Fine-tuning the Pre-trained Model for Detecting Intended Sarcasm SemEval 2022 Paragraph-based Transformer Pre-training for Multi-Sentence Inference NAACL 2022 Pathologies of Pre-trained Language Models in Few-shot Fine-tuning ACL 2022 PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models EMNLP 2022 Patterns of Text Readability in Human and Predicted Eye Movements AACL 2022 Phone-ing it in: Towards Flexible Multi-Modal Language Model Training by Phonetic Representations of Data ACL 2022 Picard understanding Darmok: A Dataset and Model for Metaphor-Rich Translation in a Constructed Language EMNLP 2022 Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services AAAI 2022 Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset NeurIPS 2022 PINGAN_AI at SemEval-2022 Task 9: Recipe knowledge enhanced model applied in Competence-based Multimodal Question Answering SemEval 2022 PingAnTech at SMM4H task1: Multiple pre-trained model approaches for Adverse Drug Reactions COLING 2022