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Language Modeling

2,579 papers

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Papers

Uniform Complexity for Text Generation EMNLP 2023
Geographical Erasure in Language Generation EMNLP 2023
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023
NLMs: Augmenting Negation in Language Models EMNLP 2023
Rethinking the Construction of Effective Metrics for Understanding the Mechanisms of Pretrained Language Models EMNLP 2023
Semantic Decomposition of Question and SQL for Text-to-SQL Parsing EMNLP 2023
Time-Aware Language Modeling for Historical Text Dating EMNLP 2023
Coverage-based Example Selection for In-Context Learning EMNLP 2023
RWKV: Reinventing RNNs for the Transformer Era EMNLP 2023
VISIT: Visualizing and Interpreting the Semantic Information Flow of Transformers EMNLP 2023
Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM EMNLP 2023
The Locality and Symmetry of Positional Encodings EMNLP 2023
Unnatural language processing: How do language models handle machine-generated prompts? EMNLP 2023
Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages EMNLP 2023
T5Score: Discriminative Fine-tuning of Generative Evaluation Metrics EMNLP 2023
BERT Has More to Offer: BERT Layers Combination Yields Better Sentence Embeddings EMNLP 2023
BERTwich: Extending BERT’s Capabilities to Model Dialectal and Noisy Text EMNLP 2023
Revisiting Entropy Rate Constancy in Text EMNLP 2023
Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models EMNLP 2023
The Linearity of the Effect of Surprisal on Reading Times across Languages EMNLP 2023
Measuring Pointwise 𝒱-Usable Information In-Context-ly EMNLP 2023
Performance Implications of Using Unrepresentative Corpora in Arabic Natural Language Processing EMNLP 2023
Arabic dialect identification: An in-depth error analysis on the MADAR parallel corpus EMNLP 2023
Rosetta Stone at KSAA-RD Shared Task: A Hop From Language Modeling To Word–Definition Alignment EMNLP 2023
Explaining Data Patterns in Natural Language with Language Models EMNLP 2023