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Large Language Models

9,067 papers

Papers per year

Papers

GNN-RAG: Graph Neural Retrieval for Efficient Large Language Model Reasoning on Knowledge Graphs ACL 2025
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation ACL 2025
ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection ACL 2025
Automatic Transmission for LLM Tiers: Optimizing Cost and Accuracy in Large Language Models ACL 2025
RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment ACL 2025
Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution ACL 2025
Navigating the Political Compass: Evaluating Multilingual LLMs across Languages and Nationalities ACL 2025
A Law Reasoning Benchmark for LLM with Tree-Organized Structures including Factum Probandum, Evidence and Experiences ACL 2025
Filling the Temporal Void: Recovering Missing Publication Years in the Project Gutenberg Corpus Using LLMs ACL 2025
ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models ACL 2025
Are Dialects Better Prompters? A Case Study on Arabic Subjective Text Classification ACL 2025
MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency ACL 2025
Metaphor and Large Language Models: When Surface Features Matter More than Deep Understanding ACL 2025
AskQE: Question Answering as Automatic Evaluation for Machine Translation ACL 2025
ExPerT: Effective and Explainable Evaluation of Personalized Long-Form Text Generation ACL 2025
Bridging Intuitive Associations and Deliberate Recall: Empowering LLM Personal Assistant with Graph-Structured Long-term Memory ACL 2025
100-LongBench: Are de facto Long-Context Benchmarks Literally Evaluating Long-Context Ability? ACL 2025
Are Your LLMs Capable of Stable Reasoning? ACL 2025
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only ACL 2025
Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation ACL 2025
BenNumEval: A Benchmark to Assess LLMs’ Numerical Reasoning Capabilities in Bengali ACL 2025
BEDAA: Bayesian Enhanced DeBERTa for Uncertainty-Aware Authorship Attribution ACL 2025
Smotrom tvoja på ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study ACL 2025
Asymmetric Conflict and Synergy in Post-training for LLM-based Multilingual Machine Translation ACL 2025
Understanding and Meeting Practitioner Needs When Measuring Representational Harms Caused by LLM-Based Systems ACL 2025