Large Language Models

Combining Multiple Metrics for Evaluating Retrieval-Augmented Conversations NAACL 2024 Common European Language Data Space COLING 2024 CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions EMNLP 2024 Commonsense Knowledge Editing Based on Free-Text in LLMs EMNLP 2024 Community-Cross-Instruct: Unsupervised Instruction Generation for Aligning Large Language Models to Online Communities EMNLP 2024 Comparing Discrete and Continuous Space LLMs for Speech Recognition Interspeech 2024 Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning ACL 2024 Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages NAACL 2024 Comparing panic and anxiety on a dataset collected from social media EACL 2024 Comparing Pre-trained Human Language Models: Is it Better with Human Context as Groups, Individual Traits, or Both? ACL 2024 Comparing Template-based and Template-free Language Model Probing EACL 2024 Comparing Two Model Designs for Clinical Note Generation; Is an LLM a Useful Evaluator of Consistency? NAACL 2024 Competition-Level Problems are Effective LLM Evaluators ACL 2024 Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals ACL 2024 Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks ICML 2024 Compositional Preference Models for Aligning LMs ICLR 2024 Compos Mentis at SemEval2024 Task6: A Multi-Faceted Role-based Large Language Model Ensemble to Detect Hallucination SemEval 2024 Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding COLING 2024 Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation ICML 2024 Compressing Large Language Models by Joint Sparsification and Quantization ICML 2024 Compressing LLMs: The Truth is Rarely Pure and Never Simple ICLR 2024 Compromesso! Italian Many-Shot Jailbreaks undermine the safety of Large Language Models ACL 2024 Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models NeurIPS 2024 Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024 ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models ACL 2024