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Language Modeling

1090 directly classified papers

Papers per year

Papers

How to Plant Trees in Language Models: Data and Architectural Effects on the Emergence of Syntactic Inductive Biases ACL 2023
Ling-CL: Understanding NLP Models through Linguistic Curricula EMNLP 2023
WebCPM: Interactive Web Search for Chinese Long-form Question Answering ACL 2023
Downstream Datasets Make Surprisingly Good Pretraining Corpora ACL 2023
GlobalBench: A Benchmark for Global Progress in Natural Language Processing EMNLP 2023
LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development ACL 2023
TopWORDS-Poetry: Simultaneous Text Segmentation and Word Discovery for Classical Chinese Poetry via Bayesian Inference EMNLP 2023
AxomiyaBERTa: A Phonologically-aware Transformer Model for Assamese ACL 2023
Hints on the data for language modeling of synthetic languages with transformers ACL 2023
COHESENTIA: A Novel Benchmark of Incremental versus Holistic Assessment of Coherence in Generated Texts EMNLP 2023
Is a Prestigious Job the same as a Prestigious Country? A Case Study on Multilingual Sentence Embeddings and European Countries EMNLP 2023
How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey EMNLP 2023
TADA : Task Agnostic Dialect Adapters for English ACL 2023
Data-Efficient French Language Modeling with CamemBERTa ACL 2023
Multilingual Sequence-to-Sequence Models for Hebrew NLP ACL 2023
LayoutDM: Transformer-Based Diffusion Model for Layout Generation CVPR 2023
Language acquisition: do children and language models follow similar learning stages? ACL 2023
The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment EMNLP 2023
Clinical BERTScore: An Improved Measure of Automatic Speech Recognition Performance in Clinical Settings ACL 2023
Influence Scores at Scale for Efficient Language Data Sampling EMNLP 2023
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph COLING 2022
CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations COLING 2022
Event Causality Identification via Derivative Prompt Joint Learning COLING 2022
Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique IJCNLP 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion COLING 2022