Papers
5,479 papers found
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.
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.
LLM-driven Instruction Following: Progresses and Concerns
Wenpeng Yin, Qinyuan Ye, Pengfei Liu et al.
CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools
Jingwei Ni, Julia Bingler, Chiara Colesanti-Senni et al.
InsightPilot: An LLM-Empowered Automated Data Exploration System
Pingchuan Ma, Rui Ding, Shuai Wang et al.
AART: AI-Assisted Red-Teaming with Diverse Data Generation for New LLM-powered Applications
Bhaktipriya Radharapu, Kevin Robinson, Lora Aroyo et al.
A Framework for Exploring Player Perceptions of LLM-Generated Dialogue in Commercial Video Games
Nader Akoury, Qian Yang, Mohit Iyyer
“Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters
Yixin Wan, George Pu, Jiao Sun et al.
Ranking LLM-Generated Loop Invariants for Program Verification
Saikat Chakraborty, Shuvendu Lahiri, Sarah Fakhoury et al.
LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis
Shih-Chieh Dai, Aiping Xiong, Lun-Wei Ku