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EAGER: Enrich-and-Align Generative Query Recommendation from Clicked Items in E-commerce Search cover

AI & machine learning

EAGER: Enrich-and-Align Generative Query Recommendation from Clicked Items in E-commerce Search

Research paper Oct 2026

Beyond Semantic IDs: Encoding Business-Value Ranking into Document Identifiers for Generative Retrieval cover

Data & analytics

Beyond Semantic IDs: Encoding Business-Value Ranking into Document Identifiers for Generative Retrieval

Research paper Oct 2026

OmniThoughtVis: A Scalable Distillation Pipeline for Deployable Multimodal Reasoning Models cover

AI & machine learning

OmniThoughtVis: A Scalable Distillation Pipeline for Deployable Multimodal Reasoning Models

Research paper Oct 2026

GLS Chatbot: A Governed Multi-Agent Conversational System for Domain-Specific Customer Service cover

AI & machine learning

GLS Chatbot: A Governed Multi-Agent Conversational System for Domain-Specific Customer Service

Association for Computational Linguistics

Research paper Oct 2026

From Synthetic to Localized: Benchmarking Multilingual Intent Classification in Logistics Customer Service cover

AI & machine learning

From Synthetic to Localized: Benchmarking Multilingual Intent Classification in Logistics Customer Service

Association for Computational Linguistics

Research paper Oct 2026

SchemaToken: Tokenizing Database Schemas for Efficient and Robust Text-to-SQL Linking cover

Data & analytics

SchemaToken: Tokenizing Database Schemas for Efficient and Robust Text-to-SQL Linking

Association for Computational Linguistics

Research paper Oct 2026

SumRank: Aligning Summarization Models for Long-Document Listwise Reranking cover

Data & analytics

SumRank: Aligning Summarization Models for Long-Document Listwise Reranking

Association for Computational Linguistics

Research paper Oct 2026

Long Document Reconstruction Unlocks Scalable Long-Context RLVR cover

Data & analytics

Long Document Reconstruction Unlocks Scalable Long-Context RLVR

Association for Computational Linguistics

Research paper Oct 2026

The Cost of Decomposition: Trade-Offs in Long-Context Aspect-Based Scientific Summarization cover

Data & analytics

The Cost of Decomposition: Trade-Offs in Long-Context Aspect-Based Scientific Summarization

Association for Computational Linguistics

Research paper Oct 2026

ProductResearch: Training E-Commerce Deep Research Agents via Multi-Agent Synthetic Trajectory Distillation cover

AI & machine learning

ProductResearch: Training E-Commerce Deep Research Agents via Multi-Agent Synthetic Trajectory Distillation

Research paper Jul 2026

Agentic Context Strategies for Multi-Format Document Understanding: When Should Language Models Use Tools? cover

Data & analytics

Agentic Context Strategies for Multi-Format Document Understanding: When Should Language Models Use Tools?

Research paper Jul 2026

Prompt-Level Distillation: A Non-Parametric Alternative to Model Fine-Tuning for Efficient Reasoning cover

AI & machine learning

Prompt-Level Distillation: A Non-Parametric Alternative to Model Fine-Tuning for Efficient Reasoning

Research paper Jul 2026

TingIS: Real-time Risk Event Discovery from Noisy Customer Incidents at Enterprise Scale cover

AI & machine learning

TingIS: Real-time Risk Event Discovery from Noisy Customer Incidents at Enterprise Scale

Association for Computational Linguistics

Research paper Jul 2026

FinRAG-12B: A Production-Validated Recipe for Grounded Question Answering in Banking cover

AI & machine learning

FinRAG-12B: A Production-Validated Recipe for Grounded Question Answering in Banking

Association for Computational Linguistics

Research paper Jul 2026

From TextBlob to LLM Agents: Sentiment Model Selection for B2B Technical Support with CSAT Ground Truth cover

AI & machine learning

From TextBlob to LLM Agents: Sentiment Model Selection for B2B Technical Support with CSAT Ground Truth

Association for Computational Linguistics

Research paper Jul 2026

Can LLM Agents Simulate Multi-Turn Human Behavior? Evidence from Real Online Customer Behavior Data cover

AI & machine learning

Can LLM Agents Simulate Multi-Turn Human Behavior? Evidence from Real Online Customer Behavior Data

Association for Computational Linguistics

Research paper Jul 2026

Aggregate vs. Personalized Judges in Business Idea Evaluation: Evidence from Expert Disagreement cover

AI & machine learning

Aggregate vs. Personalized Judges in Business Idea Evaluation: Evidence from Expert Disagreement

Association for Computational Linguistics

Research paper Jul 2026

MobileLLM-Flash: Latency-Guided On-Device LLM Design for Industry Scale Deployment cover

IT operations

MobileLLM-Flash: Latency-Guided On-Device LLM Design for Industry Scale Deployment

Association for Computational Linguistics

Research paper Jul 2026

GrocLM: Grocery Category Recommendation in E-Commerce with Large Language Models cover

AI & machine learning

GrocLM: Grocery Category Recommendation in E-Commerce with Large Language Models

Association for Computational Linguistics

Research paper Jul 2026

TH-RAG : Topic-Based Hierarchical Knowledge Graphs for Robust Multi-hop Reasoning in Graph-based RAG Systems cover

Data & analytics

TH-RAG : Topic-Based Hierarchical Knowledge Graphs for Robust Multi-hop Reasoning in Graph-based RAG Systems

Association for Computational Linguistics

Research paper Jul 2026

DEBAR: Mitigating Contextual Bias in Cross-Document Relation Extraction via Dual-Stream Decoupling cover

Data & analytics

DEBAR: Mitigating Contextual Bias in Cross-Document Relation Extraction via Dual-Stream Decoupling

Association for Computational Linguistics

Research paper Jul 2026

Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning cover

Data & analytics

Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning

Association for Computational Linguistics

Research paper Jul 2026

Index-Time Prefix Injection for Multi-Tenant Retrieval: Improving Search Relevance Without Model Fine-Tuning cover

Data & analytics

Index-Time Prefix Injection for Multi-Tenant Retrieval: Improving Search Relevance Without Model Fine-Tuning

Association for Computational Linguistics

Research paper Jul 2026

ReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented Generation cover

Data & analytics

ReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented Generation

Research paper Mar 2026