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Large Language Models

6,405 papers

Papers per year

Papers

Tables as Thought: Exploring Structured Thoughts in LLM Reasoning ACL 2025
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs ACL 2025
Ask Me Like I’m Human: LLM-based Evaluation with For-Human Instructions Correlates Better with Human Evaluations than Human Judges ACL 2025
TableKV: KV Cache Compression for In-Context Table Processing ACL 2025
How well do LLMs reason over tabular data, really? ACL 2025
UAlign: LLM Alignment Benchmark for the Ukrainian Language ACL 2025
Proper Noun Diacritization for Arabic Wikipedia: A Benchmark Dataset ACL 2025
Think Like a Person Before Responding: A Multi-Faceted Evaluation of Persona-Guided LLMs for Countering Hate Speech. ACL 2025
Debunking with Dialogue? Exploring AI-Generated Counterspeech to Challenge Conspiracy Theories ACL 2025
QGuard:Question-based Zero-shot Guard for Multi-modal LLM Safety ACL 2025
Personas with Attitudes: Controlling LLMs for Diverse Data Annotation ACL 2025
Red-Teaming for Uncovering Societal Bias in Large Language Models ACL 2025
Using LLMs and Preference Optimization for Agreement-Aware HateWiC Classification ACL 2025
Fine-Tuning Large Language Models for Relation Extraction within a Retrieval-Augmented Generation Framework ACL 2025
Injecting Structured Knowledge into LLMs via Graph Neural Networks ACL 2025
From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on LLM-Based Information Extraction ACL 2025
Exploring Multilingual Probing in Large Language Models: A Cross-Language Analysis ACL 2025
Self-Contrastive Loop of Thought Method for Text-to-SQL Based on Large Language Model ACL 2025
Combining Automated and Manual Data for Effective Downstream Fine-Tuning of Transformers for Low-Resource Language Applications ACL 2025
Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation ACL 2025
Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs ACL 2025
LLM Dependency Parsing with In-Context Rules ACL 2025
Cognitive Mirroring for DocRE: A Self-Supervised Iterative Reflection Framework with Triplet-Centric Explicit and Implicit Feedback ACL 2025
LLMSR@XLLM25: SWRV: Empowering Self-Verification of Small Language Models through Step-wise Reasoning and Verification ACL 2025
LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning ACL 2025