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Large Language Models

9067 directly classified papers

Papers per year

Papers

GX at SemEval-2021 Task 2: BERT with Lemma Information for MCL-WiC Task IJCNLP 2021
Many-to-English Machine Translation Tools, Data, and Pretrained Models IJCNLP 2021
EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation EMNLP 2021
Verb Knowledge Injection for Multilingual Event Processing IJCNLP 2021
Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies IJCNLP 2021
Named Entity Recognition for Entity Linking: What Works and What’s Next EMNLP 2021
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding EMNLP 2021
ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques AAAI 2021
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation ACL 2021
Human Perception in Natural Language Generation ACL 2021
YNU-HPCC at SemEval-2021 Task 11: Using a BERT Model to Extract Contributions from NLP Scholarly Articles ACL 2021
IIE-NLP-Eyas at SemEval-2021 Task 4: Enhancing PLM for ReCAM with Special Tokens, Re-Ranking, Siamese Encoders and Back Translation ACL 2021
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases ACL 2021
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models ACL 2021
A Thorough Evaluation of Task-Specific Pretraining for Summarization EMNLP 2021
Relational World Knowledge Representation in Contextual Language Models: A Review EMNLP 2021
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models EMNLP 2021
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus EMNLP 2021
RuleBERT: Teaching Soft Rules to Pre-Trained Language Models EMNLP 2021
mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs EMNLP 2021
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little EMNLP 2021
Rethinking Denoised Auto-Encoding in Language Pre-Training EMNLP 2021
Frustratingly Simple Pretraining Alternatives to Masked Language Modeling EMNLP 2021
Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models EMNLP 2021
Transformer Feed-Forward Layers Are Key-Value Memories EMNLP 2021