Resources & Methods

Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora NAACL 2022 Lifting the Curse of Multilinguality by Pre-training Modular Transformers NAACL 2022 LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022 LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding ACL 2022 LingJing at SemEval-2022 Task 1: Multi-task Self-supervised Pre-training for Multilingual Reverse Dictionary SemEval 2022 Linguistically-Motivated Yorùbá-English Machine Translation COLING 2022 Linguistic Corpus Annotation for Automatic Text Simplification Evaluation EMNLP 2022 LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging COLING 2022 LinkBERT: Pretraining Language Models with Document Links ACL 2022 Linking Emergent and Natural Languages via Corpus Transfer ICLR 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 Local Structure Matters Most in Most Languages AACL 2022 Locating and Editing Factual Associations in GPT NeurIPS 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 LSX_team5 at SemEval-2022 Task 8: Multilingual News Article Similarity Assessment based on Word- and Sentence Mover’s Distance SemEval 2022 LyS_ACoruña at SemEval-2022 Task 10: Repurposing Off-the-Shelf Tools for Sentiment Analysis as Semantic Dependency Parsing SemEval 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 Machine Translation Between High-resource Languages in a Language Documentation Setting COLING 2022 Machine Translation for Livonian: Catering to 20 Speakers ACL 2022 Machine Translation for Multilingual Intent Detection and Slots Filling EMNLP 2022