Large Language Models

Ask Question First for Enhancing Lifelong Language Learning COLING 2022 Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method COLING 2022 AutoBERT-Zero: Evolving BERT Backbone from Scratch AAAI 2022 Autoregressive Entity Generation for End-to-End Task-Oriented Dialog COLING 2022 Autoregressive Structured Prediction with Language Models EMNLP 2022 bert2BERT: Towards Reusable Pretrained Language Models ACL 2022 Bilingual Tabular Inference: A Case Study on Indic Languages NAACL 2022 BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models ACL 2022 Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support EMNLP 2022 Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models NAACL 2022 Calibrating Factual Knowledge in Pretrained Language Models EMNLP 2022 Can language models learn from explanations in context? EMNLP 2022 Can Language Models Serve as Temporal Knowledge Bases? EMNLP 2022 Can Machines Read Coding Manuals Yet? – A Benchmark for Building Better Language Models for Code Understanding AAAI 2022 Can Transformers Process Recursive Nested Constructions, Like Humans? COLING 2022 Capturing Failures of Large Language Models via Human Cognitive Biases NeurIPS 2022 Chain-of-Thought Prompting Elicits Reasoning in Large Language Models NeurIPS 2022 ChapterBreak: A Challenge Dataset for Long-Range Language Models NAACL 2022 Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering ACL 2022 CogBERT: Cognition-Guided Pre-trained Language Models COLING 2022 Confident Adaptive Language Modeling NeurIPS 2022 Context-Aware Abbreviation Expansion Using Large Language Models NAACL 2022 Continual Sequence Generation with Adaptive Compositional Modules ACL 2022 ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering EMNLP 2022 Cross-Task Generalization via Natural Language Crowdsourcing Instructions ACL 2022