Natural Language Processing › Generation ›

Language Modeling

1624 directly classified papers

Papers per year

Papers

Why Generate When You Can Discriminate? A Novel Technique for Text Classification using Language Models EACL 2024

Virtual Personas for Language Models via an Anthology of Backstories EMNLP 2024

Structured Object Language Modeling (SO-LM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising EMNLP 2024

Targeted Syntactic Evaluation on the Chomsky Hierarchy COLING 2024

On the Proper Treatment of Tokenization in Psycholinguistics EMNLP 2024

From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When NIPS 2024

BERTs are Generative In-Context Learners NIPS 2024

Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning NIPS 2024

Towards a theory of how the structure of language is acquired by deep neural networks NIPS 2024

Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge NIPS 2024

LLoCO: Learning Long Contexts Offline EMNLP 2024

Tree-Based Representation and Generation of Natural and Mathematical Language ACL 2023

Adaptation Approaches for Nearest Neighbor Language Models ACL 2023

Self-Evolution Learning for Discriminative Language Model Pretraining ACL 2023

MVP: Multi-task Supervised Pre-training for Natural Language Generation ACL 2023

Data-Efficient French Language Modeling with CamemBERTa ACL 2023

HyperT5: Towards Compute-Efficient Korean Language Modeling ACL 2023

A Length-Extrapolatable Transformer ACL 2023

DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models NIPS 2023

Hints on the data for language modeling of synthetic languages with transformers ACL 2023

Recursion of Thought: A Divide-and-Conquer Approach to Multi-Context Reasoning with Language Models ACL 2023

Block-State Transformers NIPS 2023

STOA-VLP: Spatial-Temporal Modeling of Object and Action for Video-Language Pre-training AAAI 2023

A Cheaper and Better Diffusion Language Model with Soft-Masked Noise EMNLP 2023

Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization EMNLP 2023