empirical analysis

code-transformed: The Influence of Large Language Models on Code EACL 2026 Thinking beyond the anthropomorphic paradigm benefits LLM research ACL 2026 Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine AAAI 2025 CLEAR: Can Language Models Really Understand Causal Graphs? EMNLP 2024 Deep Learning Through A Telescoping Lens: A Simple Model Provides Empirical Insights On Grokking, Gradient Boosting & Beyond NeurIPS 2024 Learning the Bitter Lesson: Empirical Evidence from 20 Years of CVPR Proceedings EMNLP 2024 Question Answering over Tabular Data with DataBench: A Large-Scale Empirical Evaluation of LLMs COLING 2024 Revisiting the Impact of Pursuing Modularity for Code Generation EMNLP 2024 Scaling Laws for Fact Memorization of Large Language Models EMNLP 2024 Testing the Effect of Code Documentation on Large Language Model Code Understanding NAACL 2024 The Impact of Reasoning Step Length on Large Language Models ACL 2024 The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis EMNLP 2024 On “Scientific Debt” in NLP: A Case for More Rigour in Language Model Pre-Training Research ACL 2023 RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification EMNLP 2023 When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications ACL 2023 An Empirical Study on Topic Preservation in Multi-Document Summarization AACL 2022 Generative Knowledge Graph Construction: A Review EMNLP 2022 Hardness in Markov Decision Processes: Theory and Practice NeurIPS 2022 “Average” Approximates “First Principal Component”? An Empirical Analysis on Representations from Neural Language Models EMNLP 2021 Conundrums in Event Coreference Resolution: Making Sense of the State of the Art EMNLP 2021 Do UD Trees Match Mention Spans in Coreference Annotations? EMNLP 2021 Empirical Best Practices On Using Product-Specific Schema.org AAAI 2021 Surprisingly Robust In-Hand Manipulation: An Empirical Study RSS 2021 What is SemEval evaluating? A Systematic Analysis of Evaluation Campaigns in NLP EMNLP 2021 An Empirical Analysis of Human-Bot Interaction on Reddit EMNLP 2020