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Large Language Models

7,668 papers

Papers per year

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Papers

SLING: Sino Linguistic Evaluation of Large Language Models EMNLP 2022
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks EMNLP 2022
LittleBird: Efficient Faster & Longer Transformer for Question Answering EMNLP 2022
AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning EMNLP 2022
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering EMNLP 2022
HashFormers: Towards Vocabulary-independent Pre-trained Transformers EMNLP 2022
Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering EMNLP 2022
Retrieval Augmented Visual Question Answering with Outside Knowledge EMNLP 2022
Instance Regularization for Discriminative Language Model Pre-training EMNLP 2022
EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing EMNLP 2022
KGI: An Integrated Framework for Knowledge Intensive Language Tasks EMNLP 2022
Developing Prefix-Tuning Models for Hierarchical Text Classification EMNLP 2022
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support EMNLP 2022
Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training EMNLP 2022
Language Models Understand Us, Poorly EMNLP 2022
When Language Model Meets Private Library EMNLP 2022
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion EMNLP 2022
Can language models learn from explanations in context? EMNLP 2022
Systematicity in GPT-3’s Interpretation of Novel English Noun Compounds EMNLP 2022
Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning EMNLP 2022
Language Models Are Poor Learners of Directional Inference EMNLP 2022
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training EMNLP 2022
Autoregressive Structured Prediction with Language Models EMNLP 2022
Transformer Language Models without Positional Encodings Still Learn Positional Information EMNLP 2022
Do Language Models Understand Measurements? EMNLP 2022