Large Language Models

SciCode: A Research Coding Benchmark Curated by Scientists NeurIPS 2024 SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading EMNLP 2024 ScreenAgent: A Vision Language Model-driven Computer Control Agent IJCAI 2024 SC-Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models CVPR 2024 SeaLLMs - Large Language Models for Southeast Asia ACL 2024 Search if you don’t know! Knowledge-Augmented Korean Grammatical Error Correction with Large Language Models EMNLP 2024 SecCoder: Towards Generalizable and Robust Secure Code Generation EMNLP 2024 SecureSQL: Evaluating Data Leakage of Large Language Models as Natural Language Interfaces to Databases EMNLP 2024 Seed-Free Synthetic Data Generation Framework for Instruction-Tuning LLMs: A Case Study in Thai ACL 2024 SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes ACL 2024 “Seeing the Big through the Small”: Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? EMNLP 2024 SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Models EMNLP 2024 SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation EMNLP 2024 Selecting Large Language Model to Fine-tune via Rectified Scaling Law ICML 2024 Selective Attention: Enhancing Transformer through Principled Context Control NeurIPS 2024 Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection MLHC 2024 Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation ACL 2024 Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation ICML 2024 Self-Augmented In-Context Learning for Unsupervised Word Translation ACL 2024 Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering EMNLP 2024 SelfCodeAlign: Self-Alignment for Code Generation NeurIPS 2024 Self-correcting LLM-controlled Diffusion Models CVPR 2024 Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning ACL 2024 Self-Evaluation of Large Language Model based on Glass-box Features EMNLP 2024 Self-Evolving GPT: A Lifelong Autonomous Experiential Learner ACL 2024