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Large Language Models

6,405 papers

Papers per year

Papers

From Good to Great: Improving Math Reasoning with Tool-Augmented Interleaf Prompting ACL 2024
Noisy Neighbors: Efficient membership inference attacks against LLMs ACL 2024
Don’t forget private retrieval: distributed private similarity search for large language models ACL 2024
Characterizing Stereotypical Bias from Privacy-preserving Pre-Training ACL 2024
Protecting Privacy in Classifiers by Token Manipulation ACL 2024
PII-Compass: Guiding LLM training data extraction prompts towards the target PII via grounding ACL 2024
Unlocking the Potential of Large Language Models for Clinical Text Anonymization: A Comparative Study ACL 2024
PocketLLM: Enabling On-Device Fine-Tuning for Personalized LLMs ACL 2024
AutoRef: Generating Refinements of Reviews Given Guidelines ACL 2024
OSX at Context24: How Well Can GPT Tackle Contexualizing Scientific Figures and Tables ACL 2024
TeleChat: An Open-source Billingual Large Language Model ACL 2024
Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm ACL 2024
PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Fusion in Question Answering ACL 2024
Prompt Me One More Time: A Two-Step Knowledge Extraction Pipeline with Ontology-Based Verification ACL 2024
Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM ACL 2024
TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering ACL 2024
nlp_enjoyers at TextGraphs-17 Shared Task: Text-Graph Representations for Knowledge Graph Question Answering using all-MPNet ACL 2024
TIGFORMER at TextGraphs-17 Shared Task: A Late Interaction Method for text and Graph Representations in KBQA Classification Task ACL 2024
NLPeople at TextGraphs-17 Shared Task: Chain of Thought Questioning to Elicit Decompositional Reasoning ACL 2024
Skoltech at TextGraphs-17 Shared Task: Finding GPT-4 Prompting Strategies for Multiple Choice Questions ACL 2024
JellyBell at TextGraphs-17 Shared Task: Fusing Large Language Models with External Knowledge for Enhanced Question Answering ACL 2024
MBIAS: Mitigating Bias in Large Language Models While Retaining Context ACL 2024
Polarization of Autonomous Generative AI Agents Under Echo Chambers ACL 2024
EmpatheticFIG at WASSA 2024 Empathy and Personality Shared Task: Predicting Empathy and Emotion in Conversations with Figurative Language ACL 2024
Cross-lingual Emotion Detection through Large Language Models ACL 2024