Papers
2,781 papers found
A Comprehensive Study of Decoder-Only LLMs for Text-to-Image Generation
Andrew Z. Wang, Songwei Ge, Tero Karras et al.
SF2T: Self-supervised Fragment Finetuning of Video-LLMs for Fine-Grained Understanding
Yangliu Hu, Zikai Song, Na Feng et al.
From Multimodal LLMs to Generalist Embodied Agents: Methods and Lessons
Andrew Szot, Bogdan Mazoure, Omar Attia et al.
Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment
Soumya Suvra Ghosal, Souradip Chakraborty, Vaibhav Singh et al.
DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding
Yudong Han, Qingpei Guo, Liyuan Pan et al.
AdaDARE-gamma: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation
Jingyi Xie, Jintao Yang, Zhunchen Luo et al.
3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination
Jianing Yang, Xuweiyi Chen, Nikhil Madaan et al.
Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs
Zeyi Huang, Yuyang Ji, Xiaofang Wang et al.
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs
Simone Balloccu, Patrícia Schmidtová, Mateusz Lango et al.
Investigating Agency of LLMs in Human-AI Collaboration Tasks
Ashish Sharma, Sudha Rao, Chris Brockett et al.
LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text
Dor Bernsohn, Gil Semo, Yaron Vazana et al.
Ask, Assess, and Refine: Rectifying Factual Consistency and Hallucination in LLMs with Metric-Guided Feedback Learning
Dongyub Lee, Eunhwan Park, Hodong Lee et al.
Presentations by the Humans and For the Humans: Harnessing LLMs for Generating Persona-Aware Slides from Documents
Ishani Mondal, Shwetha S, Anandhavelu Natarajan et al.
Do Moral Judgment and Reasoning Capability of LLMs Change with Language? A Study using the Multilingual Defining Issues Test
Aditi Khandelwal, Utkarsh Agarwal, Kumar Tanmay et al.
French GossipPrompts: Dataset For Prevention of Generating French Gossip Stories By LLMs
Msvpj Sathvik, Abhilash Dowpati, Revanth Narra
Less is More for Long Document Summary Evaluation by LLMs
Yunshu Wu, Hayate Iso, Pouya Pezeshkpour et al.
LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking
Fahim Dalvi, Maram Hasanain, Sabri Boughorbel et al.
HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMs
Cem Uluoglakci, Tugba Temizel
Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering
Arijit Chowdhury, Aman Chadha
LLMs for Low Resource Languages in Multilingual, Multimodal and Dialectal Settings
Firoj Alam, Shammur Absar Chowdhury, Sabri Boughorbel et al.
Do-Not-Answer: Evaluating Safeguards in LLMs
Yuxia Wang, Haonan Li, Xudong Han et al.
Unified Embeddings for Multimodal Retrieval via Frozen LLMs
Ziyang Wang, Heba Elfardy, Markus Dreyer et al.
Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data
Falwah Alhamed, Julia Ive, Lucia Specia
XinHai@CLPsych 2024 Shared Task: Prompting Healthcare-oriented LLMs for Evidence Highlighting in Posts with Suicide Risk
Jingwei Zhu, Ancheng Xu, Minghuan Tan et al.