Papers
From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on LLM-Based Information Extraction
Anushka Swarup, Avanti Bhandarkar, Ronald Wilson et al.
LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning
Xinye Li, Mingqi Wan, Dianbo Sui
An LLM-Enhanced Adversarial Editing System for Lexical Simplification
Keren Tan, Kangyang Luo, Yunshi Lan et al.
Calibrating LLM-Based Evaluator
Yuxuan Liu, Tianchi Yang, Shaohan Huang et al.
Empowering Tree-structured Entailment Reasoning: Rhetorical Perception and LLM-driven Interpretability
Longyin Zhang, Bowei Zou, Ai Ti Aw
GMEG-EXP: A Dataset of Human- and LLM-Generated Explanations of Grammatical and Fluency Edits
S. Magalí López Cortez, Mark Josef Norris, Steve Duman
LANID: LLM-assisted New Intent Discovery
Lu Fan, Jiashu Pu, Rongsheng Zhang et al.
LA-UCL: LLM-Augmented Unsupervised Contrastive Learning Framework for Few-Shot Text Classification
Jing Zhang, Hui Gao, Peng Zhang et al.
Submodular-based In-context Example Selection for LLMs-based Machine Translation
Baijun Ji, Xiangyu Duan, Zhenyu Qiu et al.
It’s Difficult to Be Neutral – Human and LLM-based Sentiment Annotation of Patient Comments
Petter Mæhlum, David Samuel, Rebecka Maria Norman et al.
A Unified LLM-KG Framework to Assist Fact-Checking in Public Deliberation
Nikolaos Giarelis, Charalampos Mastrokostas, Nikos Karacapilidis
Hallucination Detection in LLM-enriched Product Listings
Ling Jiang, Keer Jiang, Xiaoyu Chu et al.
Detecting AI-enhanced Opinion Spambots: a study on LLM-generated Hotel Reviews
Vijini Liyanage, Davide Buscaldi, Penelope Forcioli
LLM-based Machine Translation and Summarization for Latin
Martin Volk, Dominic Philipp Fischer, Lukas Fischer et al.
The Need for Grounding in LLM-based Dialogue Systems
Kristiina Jokinen
LLM-based MT Data Creation: Dialectal to MSA Translation Shared Task
AhmedElmogtaba Abdelmoniem Ali Abdelaziz, Ashraf Hatim Elneima, Kareem Darwish
LLM-Based Synthetic Datasets: Applications and Limitations in Toxicity Detection
Maximilian Schmidhuber, Udo Kruschwitz
How Well Can Large Language Models Reflect? A Human Evaluation of LLM-generated Reflections for Motivational Interviewing Dialogues
Erkan Basar, Xin Sun, Iris Hendrickx et al.
Decoding Echo Chambers: LLM-Powered Simulations Revealing Polarization in Social Networks
Chenxi Wang, Zongfang Liu, Dequan Yang et al.
GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering
Qianlong Li, Chen Huang, Shuai Li et al.
LaERC-S: Improving LLM-based Emotion Recognition in Conversation with Speaker Characteristics
Yumeng Fu, Junjie Wu, Zhongjie Wang et al.
Charting the Future: Using Chart Question-Answering for Scalable Evaluation of LLM-Driven Data Visualizations
James Ford, Xingmeng Zhao, Dan Schumacher et al.