Large Language Models

Bayes at FigLang 2022 Euphemism Detection shared task: Cost-Sensitive Bayesian Fine-tuning and Venn-Abers Predictors for Robust Training under Class Skewed Distributions EMNLP 2022 BBTv2: Towards a Gradient-Free Future with Large Language Models EMNLP 2022 BECEL: Benchmark for Consistency Evaluation of Language Models COLING 2022 BELA: Bot for English Language Acquisition EMNLP 2022 Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model ACL 2022 Benchmarking Language Models for Code Syntax Understanding EMNLP 2022 Benchmarking Transformers-based models on French Spoken Language Understanding tasks Interspeech 2022 Bernice: A Multilingual Pre-trained Encoder for Twitter EMNLP 2022 BERT, can HE predict contrastive focus? Predicting and controlling prominence in neural TTS using a language model Interspeech 2022 BERT for Long Documents: A Case Study of Automated ICD Coding EMNLP 2022 BERT in Plutarch’s Shadows EMNLP 2022 BERTMap: A BERT-Based Ontology Alignment System AAAI 2022 BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation EMNLP 2022 BERT-Sort: A Zero-shot MLM Semantic Encoder on Ordinal Features for AutoML AutoML 2022 Beyond Static models and test sets: Benchmarking the potential of pre-trained models across tasks and languages ACL 2022 Bias at a Second Glance: A Deep Dive into Bias for German Educational Peer-Review Data Modeling COLING 2022 BigBio: A Framework for Data-Centric Biomedical Natural Language Processing NeurIPS 2022 BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model ACL 2022 BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022 bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments ACL 2022 BRCC and SentiBahasaRojak: The First Bahasa Rojak Corpus for Pretraining and Sentiment Analysis Dataset COLING 2022 Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling NAACL 2022 Building a Personalized Dialogue System with Prompt-Tuning NAACL 2022 Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models NAACL 2022 CAISA at WASSA 2022: Adapter-Tuning for Empathy Prediction ACL 2022