Papers
An Efficient Context-Dependent Memory Framework for LLM-Centric Agents
Pengyu Gao, Jinming Zhao, Xinyue Chen et al.
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications
Rishi Kalra, Zekun Wu, Ayesha Gulley et al.
Enhancing Temporal Understanding in Audio Question Answering for Large Audio Language Models
Arvind Krishna Sridhar, Yinyi Guo, Erik Visser
Chatbot Arena Estimate: towards a generalized performance benchmark for LLM capabilities
Lucas Spangher, Tianle Li, William F. Arnold et al.
Schema and Natural Language Aware In-Context Learning for Improved GraphQL Query Generation
Nitin Gupta, Manish Kesarwani, Sambit Ghosh et al.
CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search
Kaixin Wu, Yixin Ji, Zeyuan Chen et al.
Pisets: A Robust Speech Recognition System for Lectures and Interviews
Ivan Bondarenko, Daniil Grebenkin, Oleg Sedukhin et al.
Improved Near-Duplicate Detection for Aggregated and Paywalled News-Feeds
Siddharth Tumre, Sangameshwar Patil, Alok Kumar
Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation Service
Song Wang, Xun Wang, Jie Mei et al.
Dialogue Language Model with Large-Scale Persona Data Engineering
Mengze Hong, Chen Jason Zhang, Chaotao Chen et al.
CodeGenWrangler: Data Wrangling task automation using Code-Generating Models
Ashlesha Akella, Abhijit Manatkar, Krishnasuri Narayanam et al.
Protein2Text: Resampling Mechanism to Translate Protein Sequences into Human-Interpretable Text
Ala Jararweh, Oladimeji Macaulay, David Arredondo et al.
Conflict and Overlap Classification in Construction Standards Using a Large Language Model
Seong-Jin Park, Youn-Gyu Jin, Hyun-Young Moon et al.
eC-Tab2Text: Aspect-Based Text Generation from e-Commerce Product Tables
Luis Antonio Gutierrez Guanilo, Mir Tafseer Nayeem, Cristian Jose Lopez Del Alamo et al.
Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs
Cong Duy Vu Hoang, Gioacchino Tangari, Clemence Lanfranchi et al.
RxLens: Multi-Agent LLM-powered Scan and Order for Pharmacy
Akshay Jagatap, Srujana Merugu, Prakash Mandayam Comar
LLM Safety for Children
Prasanjit Rath, Hari Shrawgi, Parag Agrawal et al.
Evaluating the Performance of RAG Methods for Conversational AI in the Airport Domain
Yuyang Li, Pjm Kerbusch, Rhr Pruim et al.
PLEX: Adaptive Parameter-Efficient Fine-Tuning for Code LLMs using Lottery-Tickets
Jaeseong Lee, Hojae Han, Jongyoon Kim et al.
Medical Spoken Named Entity Recognition
Khai Le-Duc, David Thulke, Hung-Phong Tran et al.
AutoKB: Automated Creation of Structured Knowledge Bases for Domain-Specific Support
Rishav Sahay, Arihant Jain, Purav Aggarwal et al.
VIT-Pro: Visual Instruction Tuning for Product Images
Vishnu Prabhakaran, Purav Aggarwal, Vishruit Kulshreshtha et al.
Goal-Driven Data Story, Narrations and Explanations
Aniya Aggarwal, Ankush Gupta, Shivangi Bithel et al.
Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and Education
Hayate Iso, Pouya Pezeshkpour, Nikita Bhutani et al.