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Language Models

705 directly classified papers

Papers per year

Papers

Surface Form Competition: Why the Highest Probability Answer Isn’t Always Right EMNLP 2021
When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute EMNLP 2021
NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis EMNLP 2021
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model EMNLP 2021
GeneSis: A Generative Approach to Substitutes in Context EMNLP 2021
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce EMNLP 2021
GooAQ: Open Question Answering with Diverse Answer Types EMNLP 2021
Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language Models EMNLP 2021
“Let Your Characters Tell Their Story”: A Dataset for Character-Centric Narrative Understanding EMNLP 2021
Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning EMNLP 2021
Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability EMNLP 2021
Generate & Rank: A Multi-task Framework for Math Word Problems EMNLP 2021
Probing Pre-trained Language Models for Semantic Attributes and their Values EMNLP 2021
CDLM: Cross-Document Language Modeling EMNLP 2021
Patterns of Polysemy and Homonymy in Contextualised Language Models EMNLP 2021
Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models EMNLP 2021
KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships EMNLP 2021
Team Enigma at ArgMining-EMNLP 2021: Leveraging Pre-trained Language Models for Key Point Matching EMNLP 2021
The Language Model Understood the Prompt was Ambiguous: Probing Syntactic Uncertainty Through Generation EMNLP 2021
Relating Neural Text Degeneration to Exposure Bias EMNLP 2021
Do Language Models Know the Way to Rome? EMNLP 2021
BERT Has Uncommon Sense: Similarity Ranking for Word Sense BERTology EMNLP 2021
Pragmatic competence of pre-trained language models through the lens of discourse connectives EMNLP 2021
End-to-end style-conditioned poetry generation: What does it take to learn from examples alone? EMNLP 2021
A Pilot Study for BERT Language Modelling and Morphological Analysis for Ancient and Medieval Greek EMNLP 2021