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Language Modeling

1624 directly classified papers

Papers per year

Papers

Unnatural language processing: How do language models handle machine-generated prompts? EMNLP 2023
That was the last straw, we need more: Are Translation Systems Sensitive to Disambiguating Context? EMNLP 2023
Time-Aware Language Modeling for Historical Text Dating EMNLP 2023
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023
RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training EMNLP 2023
Geographical Erasure in Language Generation EMNLP 2023
Contrastive Deterministic Autoencoders For Language Modeling EMNLP 2023
Frequency Balanced Datasets Lead to Better Language Models EMNLP 2023
Transformer Working Memory Enables Regular Language Reasoning And Natural Language Length Extrapolation EMNLP 2023
Three Questions Concerning the Use of Large Language Models to Facilitate Mathematics Learning EMNLP 2023
Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer EMNLP 2023
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling EMNLP 2023
Why LLMs Hallucinate, and How to Get (Evidential) Closure: Perceptual, Intensional, and Extensional Learning for Faithful Natural Language Generation EMNLP 2023
Manipulating the Perceived Personality Traits of Language Models EMNLP 2023
Pushdown Layers: Encoding Recursive Structure in Transformer Language Models EMNLP 2023
A Survey of Deep Learning for Mathematical Reasoning ACL 2023
Is ChatGPT a Good NLG Evaluator? A Preliminary Study EMNLP 2023
Adapting Language Models to Compress Contexts EMNLP 2023
Language Model is Suitable for Correction of Handwritten Mathematical Expressions Recognition EMNLP 2023
Characterizing Mechanisms for Factual Recall in Language Models EMNLP 2023
CLAPSpeech: Learning Prosody from Text Context with Contrastive Language-Audio Pre-Training ACL 2023
Predicting Numerals in Text Using Nearest Neighbor Language Models ACL 2023
Transformer-Based Language Model Surprisal Predicts Human Reading Times Best with About Two Billion Training Tokens EMNLP 2023
Humans and language models diverge when predicting repeating text EMNLP 2023
On the utility of enhancing BERT syntactic bias with Token Reordering Pretraining EMNLP 2023