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Large Language Models

6,405 papers

Papers per year

Papers

Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation EMNLP 2024
Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative Models EMNLP 2024
SHIELD: Evaluation and Defense Strategies for Copyright Compliance in LLM Text Generation EMNLP 2024
MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic EMNLP 2024
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering EMNLP 2024
Enhancing Advanced Visual Reasoning Ability of Large Language Models EMNLP 2024
CMD: a framework for Context-aware Model self-Detoxification EMNLP 2024
Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection EMNLP 2024
Aligning Language Models to Explicitly Handle Ambiguity EMNLP 2024
GLaPE: Gold Label-agnostic Prompt Evaluation for Large Language Models EMNLP 2024
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning EMNLP 2024
LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models EMNLP 2024
By My Eyes: Grounding Multimodal Large Language Models with Sensor Data via Visual Prompting EMNLP 2024
Direct Multi-Turn Preference Optimization for Language Agents EMNLP 2024
Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models EMNLP 2024
In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search EMNLP 2024
AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation EMNLP 2024
Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course EMNLP 2024
Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024
Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models EMNLP 2024
ASETF: A Novel Method for Jailbreak Attack on LLMs through Translate Suffix Embeddings EMNLP 2024
Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models? EMNLP 2024
PhiloGPT: A Philology-Oriented Large Language Model for Ancient Chinese Manuscripts with Dunhuang as Case Study EMNLP 2024
Evaluating Large Language Models via Linguistic Profiling EMNLP 2024
With Ears to See and Eyes to Hear: Sound Symbolism Experiments with Multimodal Large Language Models EMNLP 2024