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Transformers

9,294 papers

Papers per year

Papers

Combining sentence and table evidence to predict veracity of factual claims using TaPaS and RoBERTa EMNLP 2021
Automatic Fact-Checking with Document-level Annotations using BERT and Multiple Instance Learning EMNLP 2021
Recurrent Attention for the Transformer EMNLP 2021
Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics EMNLP 2021
End-to-end style-conditioned poetry generation: What does it take to learn from examples alone? EMNLP 2021
Emotion Classification in German Plays with Transformer-based Language Models Pretrained on Historical and Contemporary Language EMNLP 2021
Period Classification in Chinese Historical Texts EMNLP 2021
Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora EMNLP 2021
VisualSem: a high-quality knowledge graph for vision and language EMNLP 2021
Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models EMNLP 2021
Sentence-level Planning for Especially Abstractive Summarization EMNLP 2021
Template-aware Attention Model for Earnings Call Report Generation EMNLP 2021
Multi-granular Legal Topic Classification on Greek Legislation EMNLP 2021
Named Entity Recognition in Historic Legal Text: A Transformer and State Machine Ensemble Method EMNLP 2021
Effectively Leveraging BERT for Legal Document Classification EMNLP 2021
AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models EMNLP 2021
Investigating Pretrained Language Models for Graph-to-Text Generation EMNLP 2021
Teach Me What to Say and I Will Learn What to Pick: Unsupervised Knowledge Selection Through Response Generation with Pretrained Generative Models EMNLP 2021
Towards Code-Mixed Hinglish Dialogue Generation EMNLP 2021
Limitations of Knowledge Distillation for Zero-shot Transfer Learning EMNLP 2021
Memory-efficient Transformers via Top-k Attention EMNLP 2021
Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking EMNLP 2021
Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis EMNLP 2021
Hyperparameter Power Impact in Transformer Language Model Training EMNLP 2021
On the Role of Corpus Ordering in Language Modeling EMNLP 2021