conftrace_
← Models
Deep Learning › Models ›

Large Language Models

2,733 papers

Papers per year

1
2
1
13
17
26
106
317
934
1276
40

Papers

Mitigating Social Bias in Large Language Models: A Multi-Objective Approach Within a Multi-Agent Framework AAAI 2025
QJL: 1-Bit Quantized JL Transform for KV Cache Quantization with Zero Overhead AAAI 2025
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning AAAI 2025
DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models AAAI 2025
RepeatLeakage: Leak Prompts from Repeating as Large Language Model Is a Good Repeater AAAI 2025
Planning in the Dark: LLM-Symbolic Planning Pipeline Without Experts AAAI 2025
ACPBench: Reasoning About Action, Change, and Planning AAAI 2025
WEPO: Web Element Preference Optimization for LLM-based Web Navigation AAAI 2025
HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs AAAI 2025
Multi-Objective Evolution of Heuristic Using Large Language Model AAAI 2025
Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models AAAI 2025
Robust Multi-Objective Preference Alignment with Online DPO AAAI 2025
Exploring Intrinsic Alignments Within Text Corpus AAAI 2025
Single Character Perturbations Break LLM Alignment AAAI 2025
Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural Adjustments AAAI 2025
ScamNet: Toward Explainable Large Language Model-Based Fraudulent Shopping Website Detection AAAI 2025
Efficient and Robust Reinforcement Learning from Human Feedback AAAI 2025
LLM-based Online Prediction of Time-varying Graph Signals (Student Abstract) AAAI 2025
Exploring and Mitigating Implicit Bias in Large Language Models: A Cross-Domain Evaluation Framework AAAI 2025
Federated Learning with Heterogeneous LLMs: Integrating Small Student Client Models with a Large Hungry Model AAAI 2025
Truth Behind the Scene: Designing Evaluations Benchmarks to Assess LLMs’ Task-Specific Understanding over Test-Taking Strategies AAAI 2025
SummPilot: Bridging Efficiency and Customization for Interactive Summarization System AAAI 2025
MathMistake Checker: A Comprehensive Demonstration for Step-by-Step Math Problem Mistake Finding by Prompt-Guided LLMs AAAI 2025
SWIFT: A Scalable Lightweight Infrastructure for Fine-Tuning AAAI 2025
Tree-of-Evolution: Tree-Structured Instruction Evolution for Code Generation in Large Language Models ACL 2025