Papers
LLM-driven Multimodal and Multi-Identity Listening Head Generation
Peiwen Lai, Weizhi Zhong, Yipeng Qin et al.
GENMANIP: LLM-driven Simulation for Generalizable Instruction-Following Manipulation
Ning Gao, Yilun Chen, Shuai Yang et al.
PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation
Qiyao Xue, Xiangyu Yin, Boyuan Yang et al.
ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems
Xiangyuan Xue, Zeyu Lu, Di Huang et al.
FilmComposer: LLM-Driven Music Production for Silent Film Clips
Zhifeng Xie, Qile He, Youjia Zhu et al.
Separation of Powers: On Segregating Knowledge from Observation in LLM-enabled Knowledge-based Visual Question Answering
Zhen Yang, Zhuo Tao, Qi Chen et al.
DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation
Amin Karimi, Charalambos Poullis
CEAN: Contrastive Event Aggregation Network with LLM-based Augmentation for Event Extraction
Zihao Meng, Tao Liu, Heng Zhang et al.
The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks
Anders Giovanni Møller, Arianna Pera, Jacob Dalsgaard et al.
LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking
Fahim Dalvi, Maram Hasanain, Sabri Boughorbel et al.
Topic-guided Example Selection for Domain Adaptation in LLM-based Machine Translation
Seth Aycock, Rachel Bawden
Forged-GAN-BERT: Authorship Attribution for LLM-Generated Forged Novels
Kanishka Silva, Ingo Frommholz, Burcu Can et al.
LLM-GEm: Large Language Model-Guided Prediction of People’s Empathy Levels towards Newspaper Article
Md Rakibul Hasan, Md Zakir Hossain, Tom Gedeon et al.
Enhancing Text Classification through LLM-Driven Active Learning and Human Annotation
Hamidreza Rouzegar, Masoud Makrehchi
A GPT among Annotators: LLM-based Entity-Level Sentiment Annotation
Egil Rønningstad, Erik Velldal, Lilja Øvrelid
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems
Ivan Sekulic, Silvia Terragni, Victor Guimarães et al.
The Fabrication of Reality and Fantasy: Scene Generation with LLM-Assisted Prompt Interpretation
Yi Yao, Chan-Feng Hsu, Jhe-Hao Lin et al.
Learning to Localize Actions in Instructional Videos with LLM-Based Multi-Pathway Text-Video Alignment
Yuxiao Chen, Kai Li, Wentao Bao et al.
LLM-FP4: 4-Bit Floating-Point Quantized Transformers
Shih-yang Liu, Zechun Liu, Xijie Huang et al.
LLM-powered Data Augmentation for Enhanced Cross-lingual Performance
Chenxi Whitehouse, Monojit Choudhury, Alham Fikri Aji
Towards LLM-driven Dialogue State Tracking
Yujie Feng, Zexin Lu, Bo Liu et al.
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models
Zhiqiang Hu, Lei Wang, Yihuai Lan et al.
LLM-enhanced Self-training for Cross-domain Constituency Parsing
Jianling Li, Meishan Zhang, Peiming Guo et al.
People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection
Indira Sen, Dennis Assenmacher, Mattia Samory et al.
Token Prediction as Implicit Classification to Identify LLM-Generated Text
Yutian Chen, Hao Kang, Vivian Zhai et al.