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Language Modeling

1090 directly classified papers

Papers per year

Papers

nanoT5: Fast & Simple Pre-training and Fine-tuning of T5 Models with Limited Resources EMNLP 2023
Time-Aware Language Modeling for Historical Text Dating EMNLP 2023
Mixed-domain Language Modeling for Processing Long Legal Documents EMNLP 2023
Do Language Models Learn about Legal Entity Types during Pretraining? EMNLP 2023
TopWORDS-Poetry: Simultaneous Text Segmentation and Word Discovery for Classical Chinese Poetry via Bayesian Inference EMNLP 2023
COHESENTIA: A Novel Benchmark of Incremental versus Holistic Assessment of Coherence in Generated Texts EMNLP 2023
Rosetta Stone at KSAA-RD Shared Task: A Hop From Language Modeling To Word–Definition Alignment EMNLP 2023
Arabic dialect identification: An in-depth error analysis on the MADAR parallel corpus EMNLP 2023
Measuring Pointwise 𝒱-Usable Information In-Context-ly EMNLP 2023
The Linearity of the Effect of Surprisal on Reading Times across Languages EMNLP 2023
Are Language Models Sensitive to Semantic Attraction? A Study on Surprisal ACL 2023
Ling-CL: Understanding NLP Models through Linguistic Curricula EMNLP 2023
Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models EMNLP 2023
BERTwich: Extending BERT’s Capabilities to Model Dialectal and Noisy Text EMNLP 2023
T5Score: Discriminative Fine-tuning of Generative Evaluation Metrics EMNLP 2023
Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages EMNLP 2023
The Locality and Symmetry of Positional Encodings EMNLP 2023
VISIT: Visualizing and Interpreting the Semantic Information Flow of Transformers EMNLP 2023
Coverage-based Example Selection for In-Context Learning EMNLP 2023
NLMs: Augmenting Negation in Language Models EMNLP 2023
Influence Scores at Scale for Efficient Language Data Sampling EMNLP 2023
GlobalBench: A Benchmark for Global Progress in Natural Language Processing EMNLP 2023
EconBERTa: Towards Robust Extraction of Named Entities in Economics EMNLP 2023
Improving Span Representation by Efficient Span-Level Attention EMNLP 2023
Natural Response Generation for Chinese Reading Comprehension EMNLP 2023