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Language Modeling

1090 directly classified papers

Papers per year

Papers

Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models EMNLP 2022
Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection EMNLP 2022
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing EMNLP 2022
Sentence Representation Learning with Generative Objective rather than Contrastive Objective EMNLP 2022
RuCoLA: Russian Corpus of Linguistic Acceptability EMNLP 2022
InforMask: Unsupervised Informative Masking for Language Model Pretraining EMNLP 2022
Fine-tuned Language Models are Continual Learners EMNLP 2022
Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change EMNLP 2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings EMNLP 2022
Differentiable Data Augmentation for Contrastive Sentence Representation Learning EMNLP 2022
SocioProbe: What, When, and Where Language Models Learn about Sociodemographics EMNLP 2022
PromptBERT: Improving BERT Sentence Embeddings with Prompts EMNLP 2022
Algorithms for Weighted Pushdown Automata EMNLP 2022
Adapting a Language Model While Preserving its General Knowledge EMNLP 2022
The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative Correlative EMNLP 2022
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings EMNLP 2022
LogiTorch: A PyTorch-based library for logical reasoning on natural language EMNLP 2022
Snoopy: An Online Interface for Exploring the Effect of Pretraining Term Frequencies on Few-Shot LM Performance EMNLP 2022
ParaMac: A General Unsupervised Paraphrase Generation Framework Leveraging Semantic Constraints and Diversifying Mechanisms EMNLP 2022
Subword Segmental Language Modelling for Nguni Languages EMNLP 2022
Syntactic Surprisal From Neural Models Predicts, But Underestimates, Human Processing Difficulty From Syntactic Ambiguities EMNLP 2022
GiCCS: A German in-Context Conversational Similarity Benchmark EMNLP 2022
20Q: Overlap-Free World Knowledge Benchmark for Language Models EMNLP 2022
How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling EMNLP 2022
Conditional Language Models for Community-Level Linguistic Variation EMNLP 2022