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Language Modeling

2,579 papers

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Papers

Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024
Where is the signal in tokenization space? EMNLP 2024
When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages EMNLP 2024
An Analysis of Multilingual FActScore EMNLP 2024
KidLM: Advancing Language Models for Children – Early Insights and Future Directions EMNLP 2024
Modeling Nonnative Sentence Processing with L2 Language Models EMNLP 2024
Academics Can Contribute to Domain-Specialized Language Models EMNLP 2024
LUQ: Long-text Uncertainty Quantification for LLMs EMNLP 2024
Improving Spoken Language Modeling with Phoneme Classification: A Simple Fine-tuning Approach EMNLP 2024
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian EMNLP 2024
Consistent Bidirectional Language Modelling: Expressive Power and Representational Conciseness EMNLP 2024
Teaching Small Language Models Reasoning through Counterfactual Distillation EMNLP 2024
Pretraining Language Models Using Translationese EMNLP 2024
SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics EMNLP 2024
Focused Large Language Models are Stable Many-Shot Learners EMNLP 2024
Neuron Specialization: Leveraging Intrinsic Task Modularity for Multilingual Machine Translation EMNLP 2024
Leveraging pre-trained language models for linguistic analysis: A case of argument structure constructions EMNLP 2024
Lexically Grounded Subword Segmentation EMNLP 2024
Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal EMNLP 2024
Perceptions of Linguistic Uncertainty by Language Models and Humans EMNLP 2024
A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP 2024
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024
Can Transformers Learn n-gram Language Models? EMNLP 2024
Optimizing Language Models with Fair and Stable Reward Composition in Reinforcement Learning EMNLP 2024
On the In-context Generation of Language Models EMNLP 2024