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Language Modeling

1090 directly classified papers

Papers per year

Papers

The ROOTS Search Tool: Data Transparency for LLMs ACL 2023
Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change Analysis ACL 2023
BERTwich: Extending BERT’s Capabilities to Model Dialectal and Noisy Text EMNLP 2023
Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models EMNLP 2023
PEER: Pre-training ELECTRA Extended by Ranking ACL 2023
KILM: Knowledge Injection into Encoder-Decoder Language Models ACL 2023
Language Model Pre-training on True Negatives AAAI 2023
Reasoning with Language Model Prompting: A Survey ACL 2023
ContraCLM: Contrastive Learning For Causal Language Model ACL 2023
A Diverse Set of Freely Available Linguistic Resources for Turkish ACL 2023
SERENGETI: Massively Multilingual Language Models for Africa ACL 2023
Language acquisition: do children and language models follow similar learning stages? ACL 2023
A Data Source for Reasoning Embodied Agents AAAI 2023
WebCPM: Interactive Web Search for Chinese Long-form Question Answering ACL 2023
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation ACL 2023
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval ACL 2023
Detecting Syntactic Change with Pre-trained Transformer Models EMNLP 2023
Deep learning and low-resource languages: How much data is enough? A case study of three linguistically distinct South African languages EACL 2023
RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training EMNLP 2023
Test-time Augmentation for Factual Probing EMNLP 2023
The NLP Task Effectiveness of Long-Range Transformers EACL 2023
A Two-Sided Discussion of Preregistration of NLP Research EACL 2023
Is a Prestigious Job the same as a Prestigious Country? A Case Study on Multilingual Sentence Embeddings and European Countries EMNLP 2023
Sequential Integrated Gradients: a simple but effective method for explaining language models ACL 2023
Multilingual Sequence-to-Sequence Models for Hebrew NLP ACL 2023