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Large Language Models

6,405 papers

Papers per year

Papers

Permutative Preference Alignment from Listwise Ranking of Human Judgments EMNLP 2025
ToneCraft: Cantonese Lyrics Generation with Harmony of Tones and Pitches EMNLP 2025
PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization EMNLP 2025
SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering EMNLP 2025
MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness EMNLP 2025
Automating Steering for Safe Multimodal Large Language Models EMNLP 2025
EMNLP: Educator-role Moral and Normative Large Language Models Profiling EMNLP 2025
Refusal-Aware Red Teaming: Exposing Inconsistency in Safety Evaluations EMNLP 2025
LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL EMNLP 2025
LaMP-QA: A Benchmark for Personalized Long-form Question Answering EMNLP 2025
The LLM Already Knows: Estimating LLM-Perceived Question Difficulty via Hidden Representations EMNLP 2025
MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol EMNLP 2025
LingGym: How Far Are LLMs from Thinking Like Field Linguists? EMNLP 2025
Personality Matters: User Traits Predict LLM Preferences in Multi-Turn Collaborative Tasks EMNLP 2025
Thinking Out Loud: Do Reasoning Models Know When They’re Right? EMNLP 2025
LLM Bias Detection and Mitigation through the Lens of Desired Distributions EMNLP 2025
MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering EMNLP 2025
POSITION BIAS MITIGATES POSITION BIAS: Mitigate Position Bias Through Inter-Position Knowledge Distillation EMNLP 2025
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation EMNLP 2025
NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging EMNLP 2025
Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD EMNLP 2025
Large Language Models for Automated Literature Review: An Evaluation of Reference Generation, Abstract Writing, and Review Composition EMNLP 2025
Beyond the Surface: Measuring Self-Preference in LLM Judgments EMNLP 2025
Beyond Input Activations: Identifying Influential Latents by Gradient Sparse Autoencoders EMNLP 2025
Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation EMNLP 2025