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Papers
Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context
ACL 2025
RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs
ACL 2025
Root Defense Strategies: Ensuring Safety of LLM at the Decoding Level
ACL 2025
ROPO: Robust Preference Optimization for Large Language Models
ICML 2025
Rotate, Clip, and Partition: Towards W2A4KV4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer
EMNLP 2025
RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations
IJCAI 2025
RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals
EMNLP 2025
RoToR: Towards More Reliable Responses for Order-Invariant Inputs
ACL 2025
Round Attention: A Novel Round-Level Attention Mechanism to Accelerate LLM Inference
ACML 2025
RouteLLM: Learning to Route LLMs from Preference Data
ICLR 2025
RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs
NAACL 2025
RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs
EMNLP 2025
ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL
ICLR 2025
ROVI: A VLM-LLM Re-Captioned Dataset for Open-Vocabulary Instance-Grounded Text-to-Image Generation
ICCV 2025
RRInf: Efficient Influence Function Estimation via Ridge Regression for Large Language Models and Text-to-Image Diffusion Models
EMNLP 2025
R.R.: Unveiling LLM Training Privacy through Recollection and Ranking
ACL 2025
R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference
ICLR 2025
RTADev: Intention Aligned Multi-Agent Framework for Software Development
ACL 2025
R-TOFU: Unlearning in Large Reasoning Models
EMNLP 2025
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
EMNLP 2025
RUBRIC-MQM : Span-Level LLM-as-judge in Machine Translation For High-End Models
ACL 2025
Rubrik’s Cube: Testing a New Rubric for Evaluating Explanations on the CUBE dataset
ACL 2025
RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios
ACL 2025
RULEBREAKERS: Challenging LLMs at the Crossroads between Formal Logic and Human-like Reasoning
ICML 2025
RuleEdit: Towards Rule-Level Knowledge Generalization to Mitigate Over-Editing in Large Language Models
ACL 2025