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Language Modeling

1624 directly classified papers

Papers per year

Papers

Instance Regularization for Discriminative Language Model Pre-training EMNLP 2022
Meta-Learning Fast Weight Language Models EMNLP 2022
Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 Surprisal EMNLP 2022
Long Text Generation with Topic-aware Discrete Latent Variable Model EMNLP 2022
The Devil in Linear Transformer EMNLP 2022
BERT in Plutarch’s Shadows EMNLP 2022
Training Language Models with Memory Augmentation EMNLP 2022
When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain EMNLP 2022
Towards More Natural Artificial Languages CONLL 2022
Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models EMNLP 2022
On the Role of Bidirectionality in Language Model Pre-Training EMNLP 2022
Truncation Sampling as Language Model Desmoothing EMNLP 2022
You can’t pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM EMNLP 2022
Residual Learning of Neural Text Generation with n-gram Language Model EMNLP 2022
Transformer Language Models without Positional Encodings Still Learn Positional Information EMNLP 2022
Post-Training with Interrogative Sentences for Enhancing BART-based Korean Question Generator IJCNLP 2022
What Language Model to Train if You Have One Million GPU Hours? EMNLP 2022
Can language models learn from explanations in context? EMNLP 2022
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training EMNLP 2022
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion EMNLP 2022
Word Order Matters When You Increase Masking EMNLP 2022
Segmenting Numerical Substitution Ciphers EMNLP 2022
Exploring and Adapting Chinese GPT to Pinyin Input Method ACL 2022
Chess as a Testbed for Language Model State Tracking AAAI 2022
JANUS: Joint Autoregressive and Non-autoregressive Training with Auxiliary Loss for Sequence Generation EMNLP 2022