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Language Models

705 directly classified papers

Papers per year

Papers

Improving the Diversity of Unsupervised Paraphrasing with Embedding Outputs EMNLP 2021
jurBERT: A Romanian BERT Model for Legal Judgement Prediction EMNLP 2021
JuriBERT: A Masked-Language Model Adaptation for French Legal Text EMNLP 2021
Adapting Neural Machine Translation for Automatic Post-Editing EMNLP 2021
Pivot Based Transfer Learning for Neural Machine Translation: CFILT IITB @ WMT 2021 Triangular MT EMNLP 2021
A Fine-Grained Analysis of BERTScore EMNLP 2021
BERTweetFR : Domain Adaptation of Pre-Trained Language Models for French Tweets EMNLP 2021
Towards Table-to-Text Generation with Numerical Reasoning ACL 2021
Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models ACL 2021
A Targeted Assessment of Incremental Processing in Neural Language Models and Humans ACL 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning ACL 2021
Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization ACL 2021
Implicit Representations of Meaning in Neural Language Models ACL 2021
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases ACL 2021
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information ACL 2021
KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference ACL 2021
ERNIE-Doc: A Retrospective Long-Document Modeling Transformer ACL 2021
EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering ACL 2021
PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction ACL 2021
UnitedQA: A Hybrid Approach for Open Domain Question Answering ACL 2021
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models ACL 2021
Can Generative Pre-trained Language Models Serve As Knowledge Bases for Closed-book QA? ACL 2021
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling ACL 2021
How is BERT surprised? Layerwise detection of linguistic anomalies ACL 2021
Are Pretrained Convolutions Better than Pretrained Transformers? ACL 2021