Papers
TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG
Savini Kashmira, Jayanaka L. Dantanarayana, Joshua Brodsky et al.
HierDiffuse: Progressive Diffusion for Robust Interest Fusion in CTR Prediction
Ziheng Ni, Congcong Liu, Yuying Chen et al.
Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization
Kawin Mayilvaghanan, Siddhant Gupta, Ayush Kumar
TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation
Chetan Sharma, Ramasuri Narayanam, Soumyabrata Pal et al.
L4: Mutual Learning Helps Lifelong Language Learning
Jiyong Li, Dilshod Azizov, Shangsong Liang
JSON Whisperer: Efficient JSON Editing with LLMs
Sarel Duanis, Asnat Greenstein-Messica, Eliya Habba
AutoQual: An LLM Agent for Automated Discovery of Interpretable Features for Review Quality Assessment
Xiaochong Lan, Jie Feng, Yinxing Liu et al.
Classifier-Augmented Generation for Structured Workflow Prediction
Thomas Gschwind, Shramona Chakraborty, Nitin Gupta et al.
Taming the Real-world Complexities in CPT E/M Coding with Large Language Models
Islam Nassar, Yang Lin, Yuan Jin et al.
TelAgentBench: A Multi-faceted Benchmark for Evaluating LLM-based Agents in Telecommunications
Sunwoo Lee, Daseong Jang, Dhammiko Arya et al.
InstaJudge: Aligning Judgment Bias of LLM-as-Judge with Humans in Industry Applications
Myeongjun Erik Jang, Fran Silavong
Cost-Effective E-Commerce Catalog Translation at Scale Ensuring Named Entity Protection
Asier Gutiérrez-Fandiño, Jorge Yero Salazar, Clement Ruin et al.
Auto-Weighted Group Relative Preference Optimization for Multi-Objective Text Generation Tasks
Yuki Ichihara, Yuu Jinnai
Learning from LLM Agents: In-Context Generative Models for Text Casing in E-Commerce Ads
Yingxue Zhou, Tan Zhu, Tao Zeng et al.
GSID: Generative Semantic Indexing for E-Commerce Product Understanding
Haiyang Yang, Qinye Xie, Qingheng Zhang et al.
Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance
Zixuan Wang, Yu Sun, Hongwei Wang et al.
On Assigning Product and Software Codes to Customer Service Requests with Large Language Models
Sujatha Das Gollapalli, Mouad Hakam, Mingzhe Du et al.
Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates
Wen-Kwang Tsao, Yao-Ching Yu, Chien-Ming Huang
REIC: RAG-Enhanced Intent Classification at Scale
Ziji Zhang, Michael Yang, Zhiyu Chen et al.
RAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation
Ian Poey, Jiajun Liu, Qishuai Zhong
LLM-Based Dialogue Labeling for Multiturn Adaptive RAG
Zhiyu Chen, Biancen Xie, Sidarth Srinivasan et al.
LLMs on a Budget? Say HOLA
Zohaib Hasan Siddiqui, Jiechao Gao, Ebad Shabbir et al.
An Address Intelligence Framework for E-commerce Deliveries
Gokul Swamy, Aman Gulati, Srinivas Virinchi et al.
Truth, Trust, and Trouble: Medical AI on the Edge
Mohammad Anas Azeez, Rafiq Ali, Ebad Shabbir et al.