Papers
PII-Compass: Guiding LLM training data extraction prompts towards the target PII via grounding
Krishna Kanth Nakka, Ahmed Frikha, Ricardo Mendes et al.
PocketLLM: Enabling On-Device Fine-Tuning for Personalized LLMs
Dan Peng, Zhihui Fu, Jun Wang
Whitening Not Recommended for Classification Tasks in LLMs
Ali Forooghi, Shaghayegh Sadeghi, Jianguo Lu
Synthetic Context with LLM for Entity Linking from Scientific Tables
Yuji Oshima, Hiroyuki Shindo, Hiroki Teranishi et al.
Zero-shot Scientific Claim Verification Using LLMs and Citation Text
Carlos Alvarez, Maxwell Bennett, Lucy Wang
Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm
Hexuan Deng, Xin Zhang, Meishan Zhang et al.
HITSZ-HLT at SIGHAN-2024 dimABSA Task: Integrating BERT and LLM for Chinese Dimensional Aspect-Based Sentiment Analysis
Hongling Xu, Delong Zhang, Yice Zhang et al.
Do LLMs Speak Kazakh? A Pilot Evaluation of Seven Models
Akylbek Maxutov, Ayan Myrzakhmet, Pavel Braslavski
Dolomites@#SMM4H 2024: Helping LLMs “Know The Drill” in Low-Resource Settings - A Study on Social Media Posts
Giuliano Tortoreto, Seyed Mahed Mousavi
SMM4H’24 Task6 : Extracting Self-Reported Age with LLM and BERTweet: Fine-Grained Approaches for Social Media Text
Jaskaran Singh, Jatin Bedi, Maninder Kaur
Teaching LLMs at Charles University: Assignments and Activities
Jindřich Helcl, Zdeněk Kasner, Ondřej Dušek et al.
A Course Shared Task on Evaluating LLM Output for Clinical Questions
Yufang Hou, Thy Thy Tran, Doan Nam Long Vu et al.
A Prompting Assignment for Exploring Pretrained LLMs
Carolyn Jane Anderson
Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM
Peiran Yao, Kostyantyn Guzhva, Denilson Barbosa
HW-TSC at TextGraphs-17 Shared Task: Enhancing Inference Capabilities of LLMs with Knowledge Graphs
Wei Tang, Xiaosong Qiao, Xiaofeng Zhao et al.
Impact of Decoding Methods on Human Alignment of Conversational LLMs
Shaz Furniturewala, Kokil Jaidka, Yashvardhan Sharma
LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma
Jana Juroš, Laura Majer, Jan Snajder
Chinchunmei at WASSA 2024 Empathy and Personality Shared Task: Boosting LLM’s Prediction with Role-play Augmentation and Contrastive Reasoning Calibration
Tian Li, Nicolay Rusnachenko, Huizhi Liang
ELABORATION: A Comprehensive Benchmark on Human-LLM Competitive Programming
Xinwei Yang, Zhaofeng Liu, Chen Huang et al.
The Impossibility of Fair LLMs
Jacy Reese Anthis, Kristian Lum, Michael Ekstrand et al.
RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios
Ruiwen Zhou, Wenyue Hua, Liangming Pan et al.
Extending LLM Context Window with Adaptive Grouped Positional Encoding: A Training-Free Method
Xinhao Xu, Jiaxin Li, Hui Chen et al.
HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval
Arian Askari, Emmanouil Stergiadis, Ilya Gusev et al.
TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs
Lanxiang Hu, Tajana Rosing, Hao Zhang
JuStRank: Benchmarking LLM Judges for System Ranking
Ariel Gera, Odellia Boni, Yotam Perlitz et al.