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Language Modeling

1624 directly classified papers

Papers per year

Papers

CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks EMNLP 2023
Nonparametric Masked Language Modeling ACL 2023
Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency ACL 2023
The CRINGE Loss: Learning what language not to model ACL 2023
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator ACL 2023
A Survey of Deep Learning for Mathematical Reasoning ACL 2023
Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning ACL 2023
Better Zero-Shot Reasoning with Self-Adaptive Prompting ACL 2023
Frustratingly Easy Label Projection for Cross-lingual Transfer ACL 2023
Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning ACL 2023
DSPM-NLG: A Dual Supervised Pre-trained Model for Few-shot Natural Language Generation in Task-oriented Dialogue System ACL 2023
Exploring the Effectiveness of Prompt Engineering for Legal Reasoning Tasks ACL 2023
How to Control Sentiment in Text Generation: A Survey of the State-of-the-Art in Sentiment-Control Techniques ACL 2023
Narrative Cloze as a Training Objective: Towards Modeling Stories Using Narrative Chain Embeddings ACL 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
Transformer-based Live Update Generation for Soccer Matches from Microblog Posts EMNLP 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 Language Models Handle Word Frequency in Prediction Head ACL 2023
Complementary Explanations for Effective In-Context Learning ACL 2023
Don’t Trust ChatGPT when your Question is not in English: A Study of Multilingual Abilities and Types of LLMs EMNLP 2023
TheoremQA: A Theorem-driven Question Answering Dataset EMNLP 2023
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study EMNLP 2023
Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence NAACL 2022