Papers
Query Variant Detection Using Retriever as Environment
Minji Seo, Youngwon Lee, Seung-won Hwang et al.
Towards Reliable Agents: Benchmarking Customized LLM-Based Retrieval-Augmented Generation Frameworks with Deployment Validation
Kevin Shukang Wang, Karel Joshua Harjono, Ramon Lawrence
Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting
Emmanuel Aboah Boateng, Cassiano O Becker, Nabiha Asghar et al.
Break-Ideate-Generate (BrIdGe): Moving beyond Translations for Localization using LLMs
Swapnil Gupta, Lucas Pereira Carlini, Prateek Sircar et al.
Breaking Down Power Barriers in On-Device Streaming ASR: Insights and Solutions
Yang Li, Yuan Shangguan, Yuhao Wang et al.
Granite Guardian: Comprehensive LLM Safeguarding
Inkit Padhi, Manish Nagireddy, Giandomenico Cornacchia et al.
Implementing Retrieval Augmented Generation Technique on Unstructured and Structured Data Sources in a Call Center of a Large Financial Institution
Syed Shariyar Murtaza, Yifan Nie, Elias Avan et al.
Natural Language Processing for Human Resources: A Survey
Naoki Otani, Nikita Bhutani, Estevam Hruschka
SweEval: Do LLMs Really Swear? A Safety Benchmark for Testing Limits for Enterprise Use
Hitesh Laxmichand Patel, Amit Agarwal, Arion Das et al.
SuperRAG: Beyond RAG with Layout-Aware Graph Modeling
Chening Yang, Duy-Khanh Vu, Minh-Tien Nguyen et al.
Does Self-Attention Need Separate Weights in Transformers?
Md Kowsher, Nusrat Jahan Prottasha, Chun-Nam Yu et al.
TurboFuzzLLM: Turbocharging Mutation-based Fuzzing for Effectively Jailbreaking Large Language Models in Practice
Aman Goel, Xian Wu, Zhe Wang et al.
From Generating Answers to Building Explanations: Integrating Multi-Round RAG and Causal Modeling for Scientific QA
Victor Barres, Clifton James McFate, Aditya Kalyanpur et al.
Can Post-Training Quantization Benefit from an Additional QLoRA Integration?
Xiliang Zhu, Elena Khasanova, Cheng Chen
Evaluating Large Language Models with Enterprise Benchmarks
Bing Zhang, Mikio Takeuchi, Ryo Kawahara et al.
SCORE: Systematic COnsistency and Robustness Evaluation for Large Language Models
Grigor Nalbandyan, Rima Shahbazyan, Evelina Bakhturina
Visual Zero-Shot E-Commerce Product Attribute Value Extraction
Jiaying Gong, Ming Cheng, Hongda Shen et al.
MedCodER: A Generative AI Assistant for Medical Coding
Krishanu Das Baksi, Elijah Soba, John J Higgins et al.
RevieWeaver: Weaving Together Review Insights by Leveraging LLMs and Semantic Similarity
Jiban Adhikary, Mohammad Alqudah, Arun Palghat Udayashankar
Predicting ICU Length of Stay for Patients using Latent Categorization of Health Conditions
Tirthankar Dasgupta, Manjira Sinha, Sudeshna Jana
MedEthicEval: Evaluating Large Language Models Based on Chinese Medical Ethics
Haoan Jin, Jiacheng Shi, Hanhui Xu et al.
MonoTODia: Translating Monologue Requests to Task-Oriented Dialogues
Sebastian Steindl, Ulrich Schäfer, Bernd Ludwig
Chinese Morph Resolution in E-commerce Live Streaming Scenarios
Jiahao Zhu, Jipeng Qiang, Ran Bai et al.
SwissADT: An Audio Description Translation System for Swiss Languages
Lukas Fischer, Yingqiang Gao, Alexa Lintner et al.
QueryShield: A Platform to Mitigate Enterprise Data Leakage in Queries to External LLMs
Nitin Ramrakhiyani, Delton Myalil, Sachin Pawar et al.