Large Language Models

‘Just What do You Think You’re Doing, Dave?’ A Checklist for Responsible Data Use in NLP EMNLP 2021 KFU NLP Team at SMM4H 2021 Tasks: Cross-lingual and Cross-modal BERT-based Models for Adverse Drug Effects NAACL 2021 KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning AAAI 2021 KGP at SemEval-2021 Task 8: Leveraging Multi-Staged Language Models for Extracting Measurements, their Attributes and Relations SemEval 2021 KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation ACL 2021 KnowGraph@IITK at SemEval-2021 Task 11: Building Knowledge Graph for NLP Research SemEval 2021 Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases ACL 2021 Knowledge and Keywords Augmented Abstractive Sentence Summarization EMNLP 2021 Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification Interspeech 2021 Knowledge Distillation with Noisy Labels for Natural Language Understanding EMNLP 2021 Knowledge Enhanced Masked Language Model for Stance Detection NAACL 2021 Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training NAACL 2021 K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce EMNLP 2021 Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization ACL 2021 Language Models are Few-shot Multilingual Learners EMNLP 2021 Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries EACL 2021 Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models EMNLP 2021 Learning and Evaluating a Differentially Private Pre-trained Language Model EMNLP 2021 Learning and Evaluating a Differentially Private Pre-trained Language Model NAACL 2021 Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training AAAI 2021 Learning Data Augmentation Schedules for Natural Language Processing EMNLP 2021 Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking ACL 2021 Learning How to Ask: Querying LMs with Mixtures of Soft Prompts NAACL 2021 LeeBERT: Learned Early Exit for BERT with cross-level optimization ACL 2021 LESA: Linguistic Encapsulation and Semantic Amalgamation Based Generalised Claim Detection from Online Content EACL 2021