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Language Modeling

1624 directly classified papers

Papers per year

Papers

Selecting Informative Contexts Improves Language Model Fine-tuning ACL 2021
Finetuning Pretrained Transformers into Variational Autoencoders EMNLP 2021
IST-Unbabel 2021 Submission for the Explainable Quality Estimation Shared Task EMNLP 2021
Lower Perplexity is Not Always Human-Like ACL 2021
SHAPELURN: An Interactive Language Learning Game with Logical Inference ACL 2021
CoreLM: Coreference-aware Language Model Fine-Tuning EMNLP 2021
BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language EMNLP 2021
Scaffolded input promotes atomic organization in the recurrent neural network language model EMNLP 2021
Modeling the Interaction Between Perception-Based and Production-Based Learning in Children’s Early Acquisition of Semantic Knowledge EMNLP 2021
On Language Models for Creoles EMNLP 2021
The Language Model Understood the Prompt was Ambiguous: Probing Syntactic Uncertainty Through Generation EMNLP 2021
Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model EMNLP 2021
Do pretrained transformers infer telicity like humans? EMNLP 2021
Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color EMNLP 2021
Agree to Disagree: Analysis of Inter-Annotator Disagreements in Human Evaluation of Machine Translation Output EMNLP 2021
Learned Construction Grammars Converge Across Registers Given Increased Exposure EMNLP 2021
LMSOC: An Approach for Socially Sensitive Pretraining EMNLP 2021
CDLM: Cross-Document Language Modeling EMNLP 2021
UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings EMNLP 2021
ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning EMNLP 2021
Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling Approach EMNLP 2021
IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation EMNLP 2021
Do Long-Range Language Models Actually Use Long-Range Context? EMNLP 2021
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations EMNLP 2021
Restoring and Mining the Records of the Joseon Dynasty via Neural Language Modeling and Machine Translation NAACL 2021