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Large Language Models

6,405 papers

Papers per year

Papers

TAPS: Tool-Augmented Personalisation via Structured Tagging EMNLP 2025
RAcQUEt: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs EMNLP 2025
Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking EMNLP 2025
PLLuM-Align: Polish Preference Dataset for Large Language Model Alignment EMNLP 2025
Scalable and Culturally Specific Stereotype Dataset Construction via Human-LLM Collaboration EMNLP 2025
Can Large Language Models Be Good Language Teachers? EMNLP 2025
Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework EMNLP 2025
Tokenization and Representation Biases in Multilingual Models on Dialectal NLP Tasks EMNLP 2025
Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection EMNLP 2025
What’s in a prompt? Language models encode literary style in prompt embeddings EMNLP 2025
Identifying and Answering Questions with False Assumptions: An Interpretable Approach EMNLP 2025
VisFinEval: A Scenario-Driven Chinese Multimodal Benchmark for Holistic Financial Understanding EMNLP 2025
LLMs Don’t Know Their Own Decision Boundaries: The Unreliability of Self-Generated Counterfactual Explanations EMNLP 2025
Grounding Multilingual Multimodal LLMs With Cultural Knowledge EMNLP 2025
Following Length Constraints in Instructions EMNLP 2025
NEXUS: Network Exploration for eXploiting Unsafe Sequences in Multi-Turn LLM Jailbreaks EMNLP 2025
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching EMNLP 2025
From Language to Cognition: How LLMs Outgrow the Human Language Network EMNLP 2025
Hallucination Detection in LLMs Using Spectral Features of Attention Maps EMNLP 2025
Composable Cross-prompt Essay Scoring by Merging Models EMNLP 2025
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts EMNLP 2025
Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates EMNLP 2025
Temporal Scaling Law for Large Language Models EMNLP 2025
Reframe Your Life Story: Interactive Narrative Therapist and Innovative Moment Assessment with Large Language Models EMNLP 2025
From Word to World: Evaluate and Mitigate Culture Bias in LLMs via Word Association Test EMNLP 2025