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Large Language Models

6,405 papers

Papers per year

Papers

Autoformalization in the Wild: Assessing LLMs on Real-World Mathematical Definitions EMNLP 2025
Culture Cartography: Mapping the Landscape of Cultural Knowledge EMNLP 2025
We Politely Insist: Your LLM Must Learn the Persian Art of Taarof EMNLP 2025
Foot-In-The-Door: A Multi-turn Jailbreak for LLMs EMNLP 2025
TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games EMNLP 2025
Transferable Direct Prompt Injection via Activation-Guided MCMC Sampling EMNLP 2025
Direct Judgement Preference Optimization EMNLP 2025
F²Bench: An Open-ended Fairness Evaluation Benchmark for LLMs with Factuality Considerations EMNLP 2025
CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering EMNLP 2025
FilBench: Can LLMs Understand and Generate Filipino? EMNLP 2025
LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation EMNLP 2025
Exploring Changes in Nation Perception with Nationality-Assigned Personas in LLMs EMNLP 2025
Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations EMNLP 2025
Language-to-Space Programming for Training-Free 3D Visual Grounding EMNLP 2025
Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding EMNLP 2025
Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs EMNLP 2025
P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs EMNLP 2025
RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models EMNLP 2025
Model-based Large Language Model Customization as Service EMNLP 2025
Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents EMNLP 2025
Through the Valley: Path to Effective Long CoT Training for Small Language Models EMNLP 2025
RED: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution EMNLP 2025
SDGO: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models EMNLP 2025
InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles EMNLP 2025
DART: Distilling Autoregressive Reasoning to Silent Thought EMNLP 2025