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Large Language Models

6,405 papers

Papers per year

Papers

Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization ACL 2024
I am a Strange Dataset: Metalinguistic Tests for Language Models ACL 2024
TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space ACL 2024
Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL 2024
MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception ACL 2024
Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning ACL 2024
InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers ACL 2024
F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ACL 2024
Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning ACL 2024
Large Language Models are not Fair Evaluators ACL 2024
Improving Large Language Models in Event Relation Logical Prediction ACL 2024
T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step ACL 2024
Synergistic Interplay between Search and Large Language Models for Information Retrieval ACL 2024
VulLibGen: Generating Names of Vulnerability-Affected Packages via a Large Language Model ACL 2024
DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy ACL 2024
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering ACL 2024
NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism ACL 2024
Do Large Language Models Latently Perform Multi-Hop Reasoning? ACL 2024
MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning ACL 2024
Quantifying the Persona Effect in LLM Simulations ACL 2024
Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question? ACL 2024
SyllabusQA: A Course Logistics Question Answering Dataset ACL 2024
Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks ACL 2024
Characterizing Similarities and Divergences in Conversational Tones in Humans and LLMs by Sampling with People ACL 2024
Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models ACL 2024