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Papers
A Comparative Analysis between Human-in-the-loop Systems and Large Language Models for Pattern Extraction Tasks
EMNLP 2022
A Holistic Assessment of the Carbon Footprint of Noor, a Very Large Arabic Language Model
ACL 2022
AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models
EMNLP 2022
An empirical analysis of compute-optimal large language model training
NeurIPS 2022
An Explanation of In-context Learning as Implicit Bayesian Inference
ICLR 2022
A Recipe for Arbitrary Text Style Transfer with Large Language Models
ACL 2022
Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated Explanations
EMNLP 2022
Are Prompt-based Models Clueless?
ACL 2022
A Systematic Investigation of Commonsense Knowledge in Large Language Models
EMNLP 2022
Autoformalization with Large Language Models
NeurIPS 2022
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems
EMNLP 2022
BBTv2: Towards a Gradient-Free Future with Large Language Models
EMNLP 2022
Beyond Goldfish Memory: Long-Term Open-Domain Conversation
ACL 2022
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing
NeurIPS 2022
Black-Box Tuning for Language-Model-as-a-Service
ICML 2022
BMInf: An Efficient Toolkit for Big Model Inference and Tuning
ACL 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
Can language models learn from explanations in context?
EMNLP 2022
Can Language Models Serve as Temporal Knowledge Bases?
EMNLP 2022
Capturing Failures of Large Language Models via Human Cognitive Biases
NeurIPS 2022
CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training
NAACL 2022
CERT: Continual Pre-training on Sketches for Library-oriented Code Generation
IJCAI 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
NeurIPS 2022
ChapterBreak: A Challenge Dataset for Long-Range Language Models
NAACL 2022