Resources & Methods
16,196 papers (36 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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5
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10
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77
224
402
561
898
1,020
1,354
1,930
3,704
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1,149
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Papers (including subtopics)
RMB: Comprehensively benchmarking reward models in LLM alignment
ICLR 2025
RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
ICLR 2025
RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing
EMNLP 2025
RoBiologyDataChoiceQA: A Romanian Dataset for improving Biology understanding of Large Language Models
EMNLP 2025
Robust Bias Detection in MLMs and its Application to Human Trait Ratings
NAACL 2025
Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA
EMNLP 2025
Robustness Evaluation of the German Extractive Question Answering Task
COLING 2025
Robust Preference Optimization via Dynamic Target Margins
ACL 2025
RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression
ICML 2025
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates
ACL 2025
RoCS-MT v2 at WMT 2025: Robust Challenge Set for Machine Translation
EMNLP 2025
RoDEval: A Robust Word Sense Disambiguation Evaluation Framework for Large Language Models
EMNLP 2025
ROD-MLLM: Towards More Reliable Object Detection in Multimodal Large Language Models
CVPR 2025
RoLargeSum: A Large Dialect-Aware Romanian News Dataset for Summary, Headline, and Keyword Generation
COLING 2025
RoleBreak: Character Hallucination as a Jailbreak Attack in Role-Playing Systems
COLING 2025
Roles of MLLMs in Visually Rich Document Retrieval for RAG: A Survey
IJCNLP 2025
RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs
ACL 2025
RoMath: A Mathematical Reasoning Benchmark in Romanian
EMNLP 2025
Root Defense Strategies: Ensuring Safety of LLM at the Decoding Level
ACL 2025
ROPO: Robust Preference Optimization for Large Language Models
ICML 2025
ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning
EMNLP 2025
RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models
ICML 2025
RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations
IJCAI 2025
Round and Round We Go! What makes Rotary Positional Encodings useful?
ICLR 2025
RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs
NAACL 2025