conftrace_
← Core AI
Artificial Intelligence › Core AI ›

Large Language Models

6,405 papers

Papers per year

Papers

Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance EMNLP 2025
DiNaM: Disinformation Narrative Mining with Large Language Models EMNLP 2025
VeriLocc: End-to-End Cross-Architecture Register Allocation via LLM EMNLP 2025
Structured Moral Reasoning in Language Models: A Value-Grounded Evaluation Framework EMNLP 2025
VerIF: Verification Engineering for Reinforcement Learning in Instruction Following EMNLP 2025
UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation EMNLP 2025
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists 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
Estimating LLM Consistency: A User Baseline vs Surrogate Metrics EMNLP 2025
Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations EMNLP 2025
Accelerated Test-Time Scaling with Model-Free Speculative Sampling EMNLP 2025
CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models EMNLP 2025
Are Language Models Consequentialist or Deontological Moral Reasoners? EMNLP 2025
PatentScore: Multi-dimensional Evaluation of LLM-Generated Patent Claims EMNLP 2025
All for One: LLMs Solve Mental Math at the Last Token With Information Transferred From Other Tokens EMNLP 2025
SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models EMNLP 2025
Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval EMNLP 2025
Demystifying Domain-adaptive Post-training for Financial LLMs EMNLP 2025
HICode: Hierarchical Inductive Coding with LLMs 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
LoRACoE: Improving Large Language Model via Composition-based LoRA Expert EMNLP 2025
Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness EMNLP 2025
Pluralistic Alignment for Healthcare: A Role-Driven Framework EMNLP 2025