Large Language Models

LinkBERT: Pretraining Language Models with Document Links ACL 2022 LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners NAACL 2022 LM-CORE: Language Models with Contextually Relevant External Knowledge NAACL 2022 LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models EMNLP 2022 LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition SemEval 2022 LogicNMR: Probing the Non-monotonic Reasoning Ability of Pre-trained Language Models EMNLP 2022 LoRA: Low-Rank Adaptation of Large Language Models ICLR 2022 Low-resource Interactive Active Labeling for Fine-tuning Language Models EMNLP 2022 MaChAmp at SemEval-2022 Tasks 2, 3, 4, 6, 10, 11, and 12: Multi-task Multi-lingual Learning for a Pre-selected Set of Semantic Datasets SemEval 2022 Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual Context NAACL 2022 Materialized Knowledge Bases from Commonsense Transformers ACL 2022 mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling Interspeech 2022 Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models NAACL 2022 Measuring Harmful Representations in Scandinavian Language Models EMNLP 2022 META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI EMNLP 2022 Meta-learning via Language Model In-context Tuning ACL 2022 MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure EMNLP 2022 Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages ACL 2022 MicroBERT: Effective Training of Low-resource Monolingual BERTs through Parameter Reduction and Multitask Learning EMNLP 2022 Mining Logical Event Schemas From Pre-Trained Language Models ACL 2022 Mitigating the Diminishing Effect of Elastic Weight Consolidation COLING 2022 Mixed-effects transformers for hierarchical adaptation EMNLP 2022 Mixed-Phoneme BERT: Improving BERT with Mixed Phoneme and Sup-Phoneme Representations for Text to Speech Interspeech 2022 mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models ACL 2022 Modal Dependency Parsing via Language Model Priming NAACL 2022