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Large Language Models

6,405 papers

Papers per year

Papers

Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering EMNLP 2024
Understanding and Mitigating Language Confusion in LLMs EMNLP 2024
InterIntent: Investigating Social Intelligence of LLMs via Intention Understanding in an Interactive Game Context EMNLP 2024
Learning to Extract Structured Entities Using Language Models EMNLP 2024
Efficient LLM Comparative Assessment: A Product of Experts Framework for Pairwise Comparisons EMNLP 2024
Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion EMNLP 2024
Knowledge-Centric Hallucination Detection EMNLP 2024
Revealing the Parallel Multilingual Learning within Large Language Models EMNLP 2024
Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis EMNLP 2024
Does Large Language Model Contain Task-Specific Neurons? EMNLP 2024
Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models EMNLP 2024
Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts EMNLP 2024
Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models EMNLP 2024
FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in LLMs EMNLP 2024
Aligning Large Language Models with Diverse Political Viewpoints EMNLP 2024
“You Gotta be a Doctor, Lin” : An Investigation of Name-Based Bias of Large Language Models in Employment Recommendations EMNLP 2024
Extending Context Window of Large Language Models from a Distributional Perspective EMNLP 2024
Position Engineering: Boosting Large Language Models through Positional Information Manipulation EMNLP 2024
Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale EMNLP 2024
Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons EMNLP 2024
EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees EMNLP 2024
Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs EMNLP 2024
Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning EMNLP 2024
Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment EMNLP 2024
Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal EMNLP 2024