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Large Language Models

6,405 papers

Papers per year

Papers

LLM Factoscope: Uncovering LLMs’ Factual Discernment through Measuring Inner States ACL 2024
Contrastive Instruction Tuning ACL 2024
Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification ACL 2024
Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning ACL 2024
Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis ACL 2024
Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization ACL 2024
DORY: Deliberative Prompt Recovery for LLM ACL 2024
STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents ACL 2024
Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions ACL 2024
ViCor: Bridging Visual Understanding and Commonsense Reasoning with Large Language Models ACL 2024
Unveiling Opinion Evolution via Prompting and Diffusion for Short Video Fake News Detection ACL 2024
Data Contamination Calibration for Black-box LLMs ACL 2024
Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts ACL 2024
Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning ACL 2024
Accelerating Multilingual Language Model for Excessively Tokenized Languages ACL 2024
StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models ACL 2024
Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence ACL 2024
KorNAT: LLM Alignment Benchmark for Korean Social Values and Common Knowledge ACL 2024
Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction ACL 2024
When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation ACL 2024
Hybrid Alignment Training for Large Language Models ACL 2024
Graph-Structured Speculative Decoding ACL 2024
Duwak: Dual Watermarks in Large Language Models ACL 2024
CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion ACL 2024
Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training ACL 2024