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Large Language Models

2678 directly classified papers

Papers per year

Papers

CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation ACL 2024
Causal Estimation of Memorisation Profiles ACL 2024
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages ACL 2024
Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement ACL 2024
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models ACL 2024
KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning ACL 2024
Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies ACL 2024
Whose Emotions and Moral Sentiments do Language Models Reflect? ACL 2024
LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ACL 2024
Forward-Backward Reasoning in Large Language Models for Mathematical Verification ACL 2024
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs ACL 2024
ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models ACL 2024
LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models ACL 2024
Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective ACL 2024
Benchmarking and Improving Long-Text Translation with Large Language Models ACL 2024
IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact ACL 2024
E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models ACL 2024
LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback ACL 2024
Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games ACL 2024
DB-LLM: Accurate Dual-Binarization for Efficient LLMs ACL 2024
TempCompass: Do Video LLMs Really Understand Videos? ACL 2024
MEEL: Multi-Modal Event Evolution Learning ACL 2024
MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding NIPS 2024
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NIPS 2024
D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models NIPS 2024