Artificial Intelligence › Core AI ›

Foundation Models

4845 directly classified papers

Papers per year

Papers

Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation EACL 2021

PINGAN Omini-Sinitic at SemEval-2021 Task 4:Reading Comprehension of Abstract Meaning ACL 2021

SciConceptMiner: A system for large-scale scientific concept discovery ACL 2021

SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining IJCNLP 2021

BERTAC: Enhancing Transformer-based Language Models with Adversarially Pretrained Convolutional Neural Networks IJCNLP 2021

DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts ACL 2021

Levenshtein Training for Word-level Quality Estimation EMNLP 2021

CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata EACL 2021

DanNet2: Extending the coverage of adjectives in DanNet based on thesaurus data (project presentation) EACL 2021

MilaNLP @ WASSA: Does BERT Feel Sad When You Cry? EACL 2021

Structural Encoding and Pre-training Matter: Adapting BERT for Table-Based Fact Verification EACL 2021

Predator: Registration of 3D Point Clouds With Low Overlap CVPR 2021

MSA Transformer ICML 2021

Team Phoenix at WASSA 2021: Emotion Analysis on News Stories with Pre-Trained Language Models EACL 2021

Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies EACL 2021

Structural Pre-training for Dialogue Comprehension IJCNLP 2021

Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering EACL 2021

Solving Inverse Problems with a Flow-based Noise Model ICML 2021

HOMADOS at SemEval-2021 Task 6: Multi-Task Learning for Propaganda Detection SEMEVAL 2021

Controlled Evaluation of Grammatical Knowledge in Mandarin Chinese Language Models EMNLP 2021

Beyond English-Centric Multilingual Machine Translation JMLR 2021

Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning IJCNLP 2021

Emerging Methods of Auction Design in Social Networks IJCAI 2021

Improvements and Extensions on Metaphor Detection IJCNLP 2021

YoungSheldon at SemEval-2021 Task 5: Fine-tuning Pre-trained Language Models for Toxic Spans Detection using Token classification Objective SEMEVAL 2021