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Large Language Models

9,067 papers

Papers per year

Papers

Training Trajectories of Language Models Across Scales ACL 2023
LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion ACL 2023
Prompt Tuning Pushes Farther, Contrastive Learning Pulls Closer: A Two-Stage Approach to Mitigate Social Biases ACL 2023
Knowledge Unlearning for Mitigating Privacy Risks in Language Models ACL 2023
A Survey of Deep Learning for Mathematical Reasoning ACL 2023
Decoder Tuning: Efficient Language Understanding as Decoding ACL 2023
On Improving Summarization Factual Consistency from Natural Language Feedback ACL 2023
Exploring Large Language Models for Classical Philology ACL 2023
CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors ACL 2023
LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development ACL 2023
Pre-trained Language Models Can be Fully Zero-Shot Learners ACL 2023
An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models ACL 2023
A Comparative Study on the Impact of Model Compression Techniques on Fairness in Language Models ACL 2023
DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains ACL 2023
Ellipsis-Dependent Reasoning: a New Challenge for Large Language Models ACL 2023
PLUE: Language Understanding Evaluation Benchmark for Privacy Policies in English ACL 2023
Credible without Credit: Domain Experts Assess Generative Language Models ACL 2023
Context-Aware Transformer Pre-Training for Answer Sentence Selection ACL 2023
LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning ACL 2023
The Role of Global and Local Context in Named Entity Recognition ACL 2023
Unsupervised Subtitle Segmentation with Masked Language Models ACL 2023
Counterfactual reasoning: Testing language models’ understanding of hypothetical scenarios ACL 2023
Gradient Ascent Post-training Enhances Language Model Generalization ACL 2023
A Better Way to Do Masked Language Model Scoring ACL 2023
ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity? ACL 2023