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Large Language Models

9067 directly classified papers

Papers per year

Papers

Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation AAAI 2022
AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First - Using Relation Extraction to Identify Entities SEMEVAL 2022
How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge? ACL 2022
Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension ACL 2022
XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding ACL 2022
Canary Extraction in Natural Language Understanding Models ACL 2022
Exploring and Adapting Chinese GPT to Pinyin Input Method ACL 2022
Siamese BERT-Based Model for Web Search Relevance Ranking Evaluated on a New Czech Dataset AAAI 2022
Multilinguals at SemEval-2022 Task 11: Transformer Based Architecture for Complex NER SEMEVAL 2022
LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition SEMEVAL 2022
Thor: Wielding Hammers to Integrate Language Models and Automated Theorem Provers NIPS 2022
SCROLLS: Standardized CompaRison Over Long Language Sequences EMNLP 2022
Deploying Unified BERT Moderation Model for E-Commerce Reviews EMNLP 2022
Probing Pretrained Models of Source Codes EMNLP 2022
MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-Based Visual Question Answering CVPR 2022
Conditional Prompt Learning for Vision-Language Models CVPR 2022
FPC: Fine-tuning with Prompt Curriculum for Relation Extraction AACL 2022
NepBERTa: Nepali Language Model Trained in a Large Corpus AACL 2022
VisualGPT: Data-Efficient Adaptation of Pretrained Language Models for Image Captioning CVPR 2022
CLIP-Event: Connecting Text and Images With Event Structures CVPR 2022
Assessing Combinational Generalization of Language Models in Biased Scenarios AACL 2022
Toward Building a Language Model for Understanding Temporal Commonsense AACL 2022
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning NIPS 2022
The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning NIPS 2022
Transformer Memory as a Differentiable Search Index NIPS 2022