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Large Language Models

9067 directly classified papers

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Papers

UoR at SemEval-2021 Task 4: Using Pre-trained BERT Token Embeddings for Question Answering of Abstract Meaning ACL 2021
PHMOSpell: Phonological and Morphological Knowledge Guided Chinese Spelling Check ACL 2021
StereoSet: Measuring stereotypical bias in pretrained language models ACL 2021
Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models EMNLP 2021
Probing Across Time: What Does RoBERTa Know and When? EMNLP 2021
Effectively Leveraging BERT for Legal Document Classification EMNLP 2021
How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis Task EMNLP 2021
A howling success or a working sea? Testing what BERT knows about metaphors EMNLP 2021
GooAQ: Open Question Answering with Diverse Answer Types EMNLP 2021
LeeBERT: Learned Early Exit for BERT with cross-level optimization ACL 2021
AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models ACL 2021
A Model of Cross-Lingual Knowledge-Grounded Response Generation for Open-Domain Dialogue Systems EMNLP 2021
Continuous Entailment Patterns for Lexical Inference in Context EMNLP 2021
APIRecX: Cross-Library API Recommendation via Pre-Trained Language Model EMNLP 2021
Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning EMNLP 2021
DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling EMNLP 2021
DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction EMNLP 2021
Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets NIPS 2021
Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text Classification NIPS 2021
Multilingual Pre-training with Universal Dependency Learning NIPS 2021
Leveraging the Inductive Bias of Large Language Models for Abstract Textual Reasoning NIPS 2021
Beyond Sentence-Level End-to-End Speech Translation: Context Helps ACL 2021
Implicit Representations of Meaning in Neural Language Models ACL 2021
AutoText: An End-to-End AutoAI Framework for Text AAAI 2021
NLP for Consumer Protection: Battling Illegal Clauses in German Terms and Conditions in Online Shopping IJCNLP 2021