Large Language Models

Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis EMNLP 2021 SRPOL DIALOGUE SYSTEMS at SemEval-2021 Task 5: Automatic Generation of Training Data for Toxic Spans Detection SemEval 2021 STANKER: Stacking Network based on Level-grained Attention-masked BERT for Rumor Detection on Social Media EMNLP 2021 StereoSet: Measuring stereotypical bias in pretrained language models ACL 2021 Story Centaur: Large Language Model Few Shot Learning as a Creative Writing Tool EACL 2021 Superbizarre Is Not Superb: Derivational Morphology Improves BERT’s Interpretation of Complex Words ACL 2021 Surface Form Competition: Why the Highest Probability Answer Isn’t Always Right EMNLP 2021 Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark EMNLP 2021 Tamil Lyrics Corpus: Analysis and Experiments EACL 2021 Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding EMNLP 2021 Teaching a Massive Open Online Course on Natural Language Processing NAACL 2021 Team Enigma at ArgMining-EMNLP 2021: Leveraging Pre-trained Language Models for Key Point Matching EMNLP 2021 TEAM HUB@LT-EDI-EACL2021: Hope Speech Detection Based On Pre-trained Language Model EACL 2021 Team Ohio State at CMCL 2021 Shared Task: Fine-Tuned RoBERTa for Eye-Tracking Data Prediction NAACL 2021 Technical Report on Shared Task in DialDoc21 ACL 2021 That Looks Hard: Characterizing Linguistic Complexity in Humans and Language Models NAACL 2021 The Eval4NLP Shared Task on Explainable Quality Estimation: Overview and Results EMNLP 2021 The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics ACL 2021 The impact of domain-specific representations on BERT-based multi-domain spoken language understanding EACL 2021 The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models EACL 2021 The USYD-JD Speech Translation System for IWSLT2021 ACL 2021 The World of an Octopus: How Reporting Bias Influences a Language Model’s Perception of Color EMNLP 2021 T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition EACL 2021 Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models EMNLP 2021 Transformer Feed-Forward Layers Are Key-Value Memories EMNLP 2021