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Large Language Models

6405 directly classified papers

Papers per year

Papers

Exploring The Landscape of Distributional Robustness for Question Answering Models EMNLP 2022
Calibrating Factual Knowledge in Pretrained Language Models EMNLP 2022
Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering ACL 2022
Prompt-learning for Fine-grained Entity Typing EMNLP 2022
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models EMNLP 2022
Language Models Are Poor Learners of Directional Inference EMNLP 2022
Can language models learn from explanations in context? EMNLP 2022
Revisiting Parameter-Efficient Tuning: Are We Really There Yet? EMNLP 2022
Memory-assisted prompt editing to improve GPT-3 after deployment EMNLP 2022
Red Teaming Language Models with Language Models EMNLP 2022
Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs EMNLP 2022
Is a Question Decomposition Unit All We Need? EMNLP 2022
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
FPT: Improving Prompt Tuning Efficiency via Progressive Training 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
What do Large Language Models Learn beyond Language? EMNLP 2022
Is It Smaller Than a Tennis Ball? Language Models Play the Game of Twenty Questions 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