Large Language Models

Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach NeurIPS 2024 WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models ACL 2024 WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking NeurIPS 2024 WenMind: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Classical Literature and Language Arts NeurIPS 2024 What Are the Odds? Language Models Are Capable of Probabilistic Reasoning EMNLP 2024 What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-modal Models EMNLP 2024 What is the Best Way for ChatGPT to Translate Poetry? ACL 2024 What Kind of Sourcery is This? Evaluating GPT-4’s Performance on Linking Scientific Fact to Citations EMNLP 2024 What Makes and Breaks Safety Fine-tuning? A Mechanistic Study NeurIPS 2024 What matters when building vision-language models? NeurIPS 2024 When ”A Helpful Assistant” Is Not Really Helpful: Personas in System Prompts Do Not Improve Performances of Large Language Models EMNLP 2024 When Context Leads but Parametric Memory Follows in Large Language Models EMNLP 2024 When Parts Are Greater Than Sums: Individual LLM Components Can Outperform Full Models EMNLP 2024 When XGBoost Outperforms GPT-4 on Text Classification: A Case Study NAACL 2024 Where Am I From? Identifying Origin of LLM-generated Content EMNLP 2024 Where does In-context Learning Happen in Large Language Models? NeurIPS 2024 Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech Processing EMNLP 2024 Whitening Not Recommended for Classification Tasks in LLMs ACL 2024 Who is better at math, Jenny or Jingzhen? Uncovering Stereotypes in Large Language Models EMNLP 2024 Whose Emotions and Moral Sentiments do Language Models Reflect? ACL 2024 Why are Visually-Grounded Language Models Bad at Image Classification? NeurIPS 2024 Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification? EMNLP 2024 WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models NeurIPS 2024 Working Memory Capacity of ChatGPT: An Empirical Study AAAI 2024 World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering EMNLP 2024