Large Language Models

AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset EMNLP 2024 AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment NeurIPS 2024 AMPO: Automatic Multi-Branched Prompt Optimization EMNLP 2024 AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation EMNLP 2024 A Multi-Perspective Analysis of Memorization in Large Language Models EMNLP 2024 ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models NeurIPS 2024 An Audit on the Perspectives and Challenges of Hallucinations in NLP EMNLP 2024 An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding NeurIPS 2024 An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making EMNLP 2024 An Empirical Analysis on Large Language Models in Debate Evaluation ACL 2024 An Evaluation Mechanism of LLM-based Agents on Manipulating APIs EMNLP 2024 An Inversion Attack Against Obfuscated Embedding Matrix in Language Model Inference EMNLP 2024 An LLM-enhanced Agent-based Simulation Tool for Information Propagation IJCAI 2024 A Novel Metric for Measuring the Robustness of Large Language Models in Non-adversarial Scenarios EMNLP 2024 AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model EMNLP 2024 ApiQ: Finetuning of 2-Bit Quantized Large Language Model EMNLP 2024 APPLS: Evaluating Evaluation Metrics for Plain Language Summarization EMNLP 2024 ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic ACL 2024 Arcee’s MergeKit: A Toolkit for Merging Large Language Models EMNLP 2024 ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models ACL 2024 ARC-NLP at ClimateActivism 2024: Stance and Hate Speech Detection by Generative and Encoder Models Optimized with Tweet-Specific Elements EACL 2024 Are Emergent Abilities in Large Language Models just In-Context Learning? ACL 2024 Are Language Models Actually Useful for Time Series Forecasting? NeurIPS 2024 Are Large Language Models Consistent over Value-laden Questions? EMNLP 2024 Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems NeurIPS 2024