Large Language Models

SAGEViz: SchemA GEneration and Visualization EMNLP 2023 Salient Span Masking for Temporal Understanding EACL 2023 SANA at NADI 2023 shared task: Ensemble of Layer-Wise BERT-based models for Dialectal Arabic Identification EMNLP 2023 SatLM: Satisfiability-Aided Language Models Using Declarative Prompting NeurIPS 2023 Scalable Prompt Generation for Semi-supervised Learning with Language Models EACL 2023 Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology MLHC 2023 Scaling Laws for BERT in Low-Resource Settings ACL 2023 Scaling laws for language encoding models in fMRI NeurIPS 2023 Scaling Up Models and Data with t5x and seqio JMLR 2023 Schema-learning and rebinding as mechanisms of in-context learning and emergence NeurIPS 2023 SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation ACL 2023 Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time NeurIPS 2023 Script, Language, and Labels: Overcoming Three Discrepancies for Low-Resource Language Specialization AAAI 2023 Search Augmented Instruction Learning EMNLP 2023 SeeGULL: A Stereotype Benchmark with Broad Geo-Cultural Coverage Leveraging Generative Models ACL 2023 Seeing What You Miss: Vision-Language Pre-Training With Semantic Completion Learning CVPR 2023 Seeking Clozure: Robust Hypernym extraction from BERT with Anchored Prompts ACL 2023 Selective Demonstrations for Cross-domain Text-to-SQL EMNLP 2023 Selective-LAMA: Selective Prediction for Confidence-Aware Evaluation of Language Models EACL 2023 Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering ACL 2023 Self-Consistency of Large Language Models under Ambiguity EMNLP 2023 Self-Criticism: Aligning Large Language Models with their Understanding of Helpfulness, Honesty, and Harmlessness EMNLP 2023 Self-Evolution Learning for Discriminative Language Model Pretraining ACL 2023 Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations EMNLP 2023 Self-Influence Guided Data Reweighting for Language Model Pre-training EMNLP 2023