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Large Language Models

6,405 papers

Papers per year

Papers

VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models EMNLP 2025
Investigating Neurons and Heads in Transformer-based LLMs for Typographical Errors EMNLP 2025
LMR-BENCH: Evaluating LLM Agent’s Ability on Reproducing Language Modeling Research EMNLP 2025
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths EMNLP 2025
Rethinking Backdoor Detection Evaluation for Language Models EMNLP 2025
DAMON: A Dialogue-Aware MCTS Framework for Jailbreaking Large Language Models EMNLP 2025
Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025
MOSAIC: Modeling Social AI for Content Dissemination and Regulation in Multi-Agent Simulations EMNLP 2025
LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing EMNLP 2025
AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025
What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning EMNLP 2025
HD-PiSSA: High-Rank Distributed Orthogonal Adaptation EMNLP 2025
Firewall Routing: Blocking Leads to Better Hybrid Inference for LLMs EMNLP 2025
Audio-centric Video Understanding Benchmark without Text Shortcut EMNLP 2025
TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text EMNLP 2025
ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration EMNLP 2025
Learning Like Humans: Advancing LLM Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation EMNLP 2025
VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs EMNLP 2025
Multimodal Language Models See Better When They Look Shallower EMNLP 2025
Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification EMNLP 2025
Keep Security! Benchmarking Security Policy Preservation in Large Language Model Contexts Against Indirect Attacks in Question Answering EMNLP 2025
Why and How LLMs Benefit from Knowledge Introspection in Commonsense Reasoning EMNLP 2025
Confidence-guided Refinement Reasoning for Zero-shot Question Answering EMNLP 2025
DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction EMNLP 2025
CTCC: A Robust and Stealthy Fingerprinting Framework for Large Language Models via Cross-Turn Contextual Correlation Backdoor EMNLP 2025