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Language Modeling

1624 directly classified papers

Papers per year

Papers

StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling IJCNLP 2021
Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization IJCNLP 2021
Implicit Representations of Meaning in Neural Language Models IJCNLP 2021
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling IJCNLP 2021
SumPubMed: Summarization Dataset of PubMed Scientific Articles IJCNLP 2021
Don’t Let Discourse Confine Your Model: Sequence Perturbations for Improved Event Language Models IJCNLP 2021
Direction is what you need: Improving Word Embedding Compression in Large Language Models IJCNLP 2021
ReCAM@IITK at SemEval-2021 Task 4: BERT and ALBERT based Ensemble for Abstract Word Prediction IJCNLP 2021
VidLanKD: Improving Language Understanding via Video-Distilled Knowledge Transfer NIPS 2021
Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation NIPS 2021
Structural Realization with GGNNs NAACL 2021
From back to the roots into the gated woods: Deep learning for NLP NAACL 2021
KGP at SemEval-2021 Task 8: Leveraging Multi-Staged Language Models for Extracting Measurements, their Attributes and Relations IJCNLP 2021
Understanding by Understanding Not: Modeling Negation in Language Models NAACL 2021
Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle NAACL 2021
Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models NAACL 2021
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer NAACL 2021
Revisiting Simple Neural Probabilistic Language Models NAACL 2021
When does text prediction benefit from additional context? An exploration of contextual signals for chat and email messages NAACL 2021
Investigating variation in written forms of Nahuatl using character-based language models NAACL 2021
Predicting Numerals in Natural Language Text Using a Language Model Considering the Quantitative Aspects of Numerals NAACL 2021
BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language CONLL 2021
Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study ACL 2021
A Targeted Assessment of Incremental Processing in Neural Language Models and Humans ACL 2021
Examining the Inductive Bias of Neural Language Models with Artificial Languages ACL 2021