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Large Language Models

2678 directly classified papers

Papers per year

Papers

GPT-NeoX-20B: An Open-Source Autoregressive Language Model ACL 2022
Emergent Structures and Training Dynamics in Large Language Models ACL 2022
Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned ACL 2022
Pre-Trained Language Models for Interactive Decision-Making NIPS 2022
Low-Resource Adaptation of Open-Domain Generative Chatbots ACL 2022
Few-Shot Semantic Parsing with Language Models Trained on Code NAACL 2022
Residual Language Model for End-to-end Speech Recognition INTERSPEECH 2022
Co-training Improves Prompt-based Learning for Large Language Models ICML 2022
Orca: A Distributed Serving System for Transformer-Based Generative Models OSDI 2022
Controlling Conditional Language Models without Catastrophic Forgetting ICML 2022
Word Order Does Matter and Shuffled Language Models Know It ACL 2022
Director: Generator-Classifiers For Supervised Language Modeling IJCNLP 2022
MiQA: A Benchmark for Inference on Metaphorical Questions IJCNLP 2022
How Large Language Models are Transforming Machine-Paraphrase Plagiarism EMNLP 2022
Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards EMNLP 2022
What Language Model to Train if You Have One Million GPU Hours? EMNLP 2022
Subject Verb Agreement Error Patterns in Meaningless Sentences: Humans vs. BERT COLING 2022
Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification COLING 2022
Rethinking Data Augmentation in Text-to-text Paradigm COLING 2022
ConTextING: Granting Document-Wise Contextual Embeddings to Graph Neural Networks for Inductive Text Classification COLING 2022
Aspect-based Sentiment Analysis as Machine Reading Comprehension COLING 2022
A Simple Model for Distantly Supervised Relation Extraction COLING 2022
Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models COLING 2022
CogBERT: Cognition-Guided Pre-trained Language Models COLING 2022
NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction COLING 2022