Large Language Models

Aligning Large Language Models with Diverse Political Viewpoints EMNLP 2024 Aligning Large Language Models with Recommendation Knowledge NAACL 2024 Aligning Large Language Models with Representation Editing: A Control Perspective NeurIPS 2024 Aligning to Thousands of Preferences via System Message Generalization NeurIPS 2024 Aligning Translation-Specific Understanding to General Understanding in Large Language Models EMNLP 2024 Aligning Unstructured Paris Agreement Climate Plans with Sustainable Development Goals ACL 2024 Alignment for Honesty NeurIPS 2024 A LLM-based Ranking Method for the Evaluation of Automatic Counter-Narrative Generation EMNLP 2024 ALoRA: Allocating Low-Rank Adaptation for Fine-tuning Large Language Models NAACL 2024 AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework COLING 2024 AlphaMath Almost Zero: Process Supervision without Process NeurIPS 2024 AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models NeurIPS 2024 AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset EMNLP 2024 A Mechanism for Sample-Efficient In-Context Learning for Sparse Retrieval Tasks ALT 2024 A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task ACL 2024 A Meta-Learning Perspective on Transformers for Causal Language Modeling ACL 2024 A multi-level multi-label text classification dataset of 19th century Ottoman and Russian literary and critical texts ACL 2024 A Multimodal Large Language Model “Foresees” Objects Based on Verb Information but Not Gender CoNLL 2024 ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base ACL 2024 Analysing Emotions in Cancer Narratives: A Corpus-Driven Approach COLING 2024 Analysing The Impact of Sequence Composition on Language Model Pre-Training ACL 2024 Analysis of LLM’s “Spurious” Correct Answers Using Evidence Information of Multi-hop QA Datasets ACL 2024 Analyze, Generate and Refine: Query Expansion with LLMs for Zero-Shot Open-Domain QA ACL 2024 Analyzing Homonymy Disambiguation Capabilities of Pretrained Language Models COLING 2024 Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding ACL 2024