Large Language Models

D-LLM: A Token Adaptive Computing Resource Allocation Strategy for Large Language Models NeurIPS 2024 dLoRA: Dynamically Orchestrating Requests and Adapters for LoRA LLM Serving OSDI 2024 DL-QAT: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language Models EMNLP 2024 DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling ACL 2024 DocFinQA: A Long-Context Financial Reasoning Dataset ACL 2024 Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? EMNLP 2024 Does Large Language Model Contain Task-Specific Neurons? EMNLP 2024 Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models? EMNLP 2024 DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting NeurIPS 2024 DOGE: Domain Reweighting with Generalization Estimation ICML 2024 Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners? ICML 2024 Do Large Code Models Understand Programming Concepts? Counterfactual Analysis for Code Predicates ICML 2024 Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? ACL 2024 Do Large Language Models Know How Much They Know? EMNLP 2024 Do Large Language Models Latently Perform Multi-Hop Reasoning? ACL 2024 Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization Function ICML 2024 Do Llamas Work in English? On the Latent Language of Multilingual Transformers ACL 2024 Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers NeurIPS 2024 Do LLMs Know to Respect Copyright Notice? EMNLP 2024 Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models EMNLP 2024 Do LLMs Plan Like Human Writers? Comparing Journalist Coverage of Press Releases with LLMs EMNLP 2024 Do LLMs Think Fast and Slow? A Causal Study on Sentiment Analysis EMNLP 2024 Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations ICML 2024 Donkii: Characterizing and Detecting Errors in Instruction-Tuning Datasets EACL 2024 Don’t be my Doctor! Recognizing Healthcare Advice in Large Language Models EMNLP 2024