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Language Modeling

1624 directly classified papers

Papers per year

Papers

Simple Hardware-Efficient PCFGs with Independent Left and Right Productions EMNLP 2023
Exploring Energy-based Language Models with Different Architectures and Training Methods for Speech Recognition INTERSPEECH 2023
On the N-gram Approximation of Pre-trained Language Models INTERSPEECH 2023
Reasoning with Language Model is Planning with World Model EMNLP 2023
DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models EMNLP 2023
Transformer-based Live Update Generation for Soccer Matches from Microblog Posts EMNLP 2023
Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic Systems EMNLP 2023
Text Rendering Strategies for Pixel Language Models EMNLP 2023
Have LLMs Advanced Enough? A Challenging Problem Solving Benchmark For Large Language Models EMNLP 2023
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study EMNLP 2023
Language Model Quality Correlates with Psychometric Predictive Power in Multiple Languages EMNLP 2023
Low-Resource Compositional Semantic Parsing with Concept Pretraining EACL 2023
Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding EMNLP 2023
Effects of sub-word segmentation on performance of transformer language models EMNLP 2023
HistAlign: Improving Context Dependency in Language Generation by Aligning with History EMNLP 2023
ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models EMNLP 2023
TheoremQA: A Theorem-driven Question Answering Dataset EMNLP 2023
CLAPSpeech: Learning Prosody from Text Context with Contrastive Language-Audio Pre-Training ACL 2023
Comparing domain-specific and domain-general BERT variants for inferred real-world knowledge through rare grammatical features in Serbian EACL 2023
Simple and Effective Multi-Token Completion from Masked Language Models EACL 2023
On the Generalization Ability of Retrieval-Enhanced Transformers EACL 2023
Modelling Language Acquisition through Syntactico-Semantic Pattern Finding EACL 2023
Towards Better Evaluation for Formality-Controlled English-Japanese Machine Translation EMNLP 2023
Spelling convention sensitivity in neural language models EACL 2023
Multilingual BERT has an accent: Evaluating English influences on fluency in multilingual models EACL 2023