Papers
FinLLM-B: When Large Language Models Meet Financial Breakout Trading
Kang Zhang, Osamu Yoshie, Lichao Sun et al.
MoFE: Mixture of Frozen Experts Architecture
Jean Seo, Jaeyoon Kim, Hyopil Shin
Octopus: On-device language model for function calling of software APIs
Wei Chen, Zhiyuan Li, Mingyuan Ma
DSRAG: A Double-Stream Retrieval-Augmented Generation Framework for Countless Intent Detection
Pei Guo, Enjie Liu, Ruichao Zhong et al.
Efficient Continual Pre-training of LLMs for Low-resource Languages
Arijit Nag, Soumen Chakrabarti, Animesh Mukherjee et al.
CharacterGPT: A Persona Reconstruction Framework for Role-Playing Agents
Jeiyoon Park, Chanjun Park, Heuiseok Lim
CuriousLLM: Elevating Multi-Document Question Answering with LLM-Enhanced Knowledge Graph Reasoning
Zukang Yang, Zixuan Zhu, Jennifer Zhu
Open Ko-LLM Leaderboard2: Bridging Foundational and Practical Evaluation for Korean LLMs
Hyeonwoo Kim, Dahyun Kim, Jihoo Kim et al.
TaeBench: Improving Quality of Toxic Adversarial Examples
Jennifer Zhu, Dmitriy Bespalov, Liwen You et al.
Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models
Yukyung Lee, Soonwon Ka, Bokyung Son et al.
Zero-Shot ATC Coding with Large Language Models for Clinical Assessments
Zijian Chen, John-Michael Gamble, Micaela Jantzi et al.
Towards Reliable and Practical Phishing Detection
Hyowon Cho, Minjoon Seo
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance
Somnath Banerjee, Avik Halder, Rajarshi Mandal et al.
Mitigating Bias in Item Retrieval for Enhancing Exam Assembly in Vocational Education Services
Alonso Palomino, Andreas Fischer, David Buschhüter et al.
Challenges and Remedies of Domain-Specific Classifiers as LLM Guardrails: Self-Harm as a Case Study
Bing Zhang, Guang-Jie Ren
QSpell 250K: A Large-Scale, Practical Dataset for Chinese Search Query Spell Correction
Dezhi Ye, Haomei Jia, Junwei Hu et al.
Search Query Embeddings via User-behavior-driven Contrastive Learning
Sosuke Nishikawa, Jun Hirako, Nobuhiro Kaji et al.
A Diverse and Effective Retrieval-Based Debt Collection System with Expert Knowledge
Jiaming Luo, Weiyi Luo, Guoqing Sun et al.
Exploring Straightforward Methods for Automatic Conversational Red-Teaming
George Kour, Naama Zwerdling, Marcel Zalmanovici et al.
Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation
Yi-Chang Chen, Po-Chun Hsu, Chan-Jan Hsu et al.
Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings
Xuanqing Liu, Luyang Kong, Wei Niu et al.
Finding-Centric Structuring of Japanese Radiology Reports and Analysis of Performance Gaps for Multiple Facilities
Yuki Tagawa, Yohei Momoki, Norihisa Nakano et al.
MoEMoE: Question Guided Dense and Scalable Sparse Mixture-of-Expert for Multi-source Multi-modal Answering
Vinay Kumar Verma, Shreyas Sunil Kulkarni, Happy Mittal et al.
Text2Sql: Pure Fine-Tuning and Pure Knowledge Distillation
Gao yu Zhu, Wei Shao, Xichou Zhu et al.