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Large Language Models

9,067 papers

Papers per year

Papers

Flames: Benchmarking Value Alignment of LLMs in Chinese NAACL 2024
Effective Long-Context Scaling of Foundation Models NAACL 2024
Fake Alignment: Are LLMs Really Aligned Well? NAACL 2024
No Context Needed: Contextual Quandary In Idiomatic Reasoning With Pre-Trained Language Models NAACL 2024
AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning NAACL 2024
XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models NAACL 2024
LLatrieval: LLM-Verified Retrieval for Verifiable Generation NAACL 2024
Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models NAACL 2024
AudioChatLlama: Towards General-Purpose Speech Abilities for LLMs NAACL 2024
Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense NAACL 2024
TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition NAACL 2024
RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models NAACL 2024
How are Prompts Different in Terms of Sensitivity? NAACL 2024
The ART of LLM Refinement: Ask, Refine, and Trust NAACL 2024
TableLlama: Towards Open Large Generalist Models for Tables NAACL 2024
Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection NAACL 2024
Exploring the Factual Consistency in Dialogue Comprehension of Large Language Models NAACL 2024
A Study on the Calibration of In-context Learning NAACL 2024
DialogBench: Evaluating LLMs as Human-like Dialogue Systems NAACL 2024
CMB: A Comprehensive Medical Benchmark in Chinese NAACL 2024
Effective Large Language Model Adaptation for Improved Grounding and Citation Generation NAACL 2024
Global Gallery: The Fine Art of Painting Culture Portraits through Multilingual Instruction Tuning NAACL 2024
Toward Interactive Regional Understanding in Vision-Large Language Models NAACL 2024
LinkPrompt: Natural and Universal Adversarial Attacks on Prompt-based Language Models NAACL 2024
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions NAACL 2024