← Core AI
Artificial Intelligence › Core AI ›

Large Language Models

6405 directly classified papers

Papers per year

Papers

XLQA: A Benchmark for Locale-Aware Multilingual Open-Domain Question Answering EMNLP 2025
Agent-to-Agent Theory of Mind: Testing Interlocutor Awareness among Large Language Models EMNLP 2025
The Validation Gap: A Mechanistic Analysis of How Language Models Compute Arithmetic but Fail to Validate It EMNLP 2025
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs EMNLP 2025
Machine-generated text detection prevents language model collapse EMNLP 2025
Too Helpful, Too Harmless, Too Honest or Just Right? EMNLP 2025
GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection EMNLP 2025
Structured Moral Reasoning in Language Models: A Value-Grounded Evaluation Framework EMNLP 2025
Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized LLMs EMNLP 2025
Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification EMNLP 2025
Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations EMNLP 2025
SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models EMNLP 2025
Beyond WER: Probing Whisper’s Sub‐token Decoder Across Diverse Language Resource Levels EMNLP 2025
ThinkTuning: Instilling Cognitive Reflections without Distillation EMNLP 2025
Pluralistic Alignment for Healthcare: A Role-Driven Framework EMNLP 2025
Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing EMNLP 2025
Explicit Learning and the LLM in Machine Translation EMNLP 2025
Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models EMNLP 2025
All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning EMNLP 2025
Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing EMNLP 2025
Measuring scalar constructs in social science with LLMs EMNLP 2025
Africa Health Check: Probing Cultural Bias in Medical LLMs EMNLP 2025
PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality EMNLP 2025
ThinkSLM: Towards Reasoning in Small Language Models EMNLP 2025
MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning EMNLP 2025