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Language Modeling

1090 directly classified papers

Papers per year

Papers

Segmenting Numerical Substitution Ciphers EMNLP 2022
Reasoning Like Program Executors EMNLP 2022
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022
PLM-based World Models for Text-based Games EMNLP 2022
A Survey of Active Learning for Natural Language Processing EMNLP 2022
One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks EMNLP 2022
Context Limitations Make Neural Language Models More Human-Like EMNLP 2022
ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts EMNLP 2022
Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks EMNLP 2022
Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training EMNLP 2022
Topic Modeling by Clustering Language Model Embeddings: Human Validation on an Industry Dataset EMNLP 2022
Towards Unified Prompt Tuning for Few-shot Text Classification EMNLP 2022
ExpertPLM: Pre-training Expert Representation for Expert Finding EMNLP 2022
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token EMNLP 2022
Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models EMNLP 2022
Can Language Models Serve as Temporal Knowledge Bases? EMNLP 2022
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation EMNLP 2022
A Unified Framework for Pun Generation with Humor Principles EMNLP 2022
LogicNMR: Probing the Non-monotonic Reasoning Ability of Pre-trained Language Models EMNLP 2022
On the Role of Bidirectionality in Language Model Pre-Training EMNLP 2022
Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models EMNLP 2022
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking EMNLP 2022
The Effects of Corpus Choice and Morphosyntax on Multilingual Space Induction EMNLP 2022
Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Models EMNLP 2022
Is anisotropy really the cause of BERT embeddings not being semantic? EMNLP 2022