Cover Image

CoMAC: Conversational Agent for Multi-Source Auxiliary Context with Sparse and Symmetric Latent Interactions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Junfeng, Symons, Christopher T., Vatsavai, Ranga Raju
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Information Retrieval Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Context Retrieval via Normalized Contextual Latent Interaction for Conversational Agent
by: Liu, Junfeng, et al.
Published: (2023)

Persona-Coded Poly-Encoder: Persona-Guided Multi-Stream Conversational Sentence Scoring
by: Liu, Junfeng, et al.
Published: (2023)

Persona-Based Conversational AI: State of the Art and Challenges
by: Liu, Junfeng, et al.
Published: (2022)

Dual-Channel Latent Factor Analysis Enhanced Graph Contrastive Learning for Recommendation
by: Long, Junfeng, et al.
Published: (2024)

Sparse and Dense Retrievers Learn Better Together: Joint Sparse-Dense Optimization for Text-Image Retrieval
by: Song, Jonghyun, et al.
Published: (2025)

Hierarchical Multi-Interest Co-Network For Coarse-Grained Ranking
by: Yuan, Xu, et al.
Published: (2022)

The Atlas of In-Context Learning: How Attention Heads Shape In-Context Retrieval Augmentation
by: Kahardipraja, Patrick, et al.
Published: (2025)

Conversational Exploration of Literature Landscape with LitChat
by: Huang, Mingyu, et al.
Published: (2025)

Aligning LLM Agents by Learning Latent Preference from User Edits
by: Gao, Ge, et al.
Published: (2024)

Multi-Turn Multi-Modal Question Clarification for Enhanced Conversational Understanding
by: Ramezan, Kimia, et al.
Published: (2025)

Text Mining Analysis of Symptom Patterns in Medical Chatbot Conversations
by: Razavi, Hamed
Published: (2025)

ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA datasets with Large Language Models
by: Pradeep, Ronak, et al.
Published: (2024)

AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress
by: Xi, Zhiheng, et al.
Published: (2025)

Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT
by: Saad-Falcon, Jon, et al.
Published: (2024)

Information Retrieval and Classification of Real-Time Multi-Source Hurricane Evacuation Notices
by: Zhao, Tingting, et al.
Published: (2024)

DrugAgent: Multi-Agent Large Language Model-Based Reasoning for Drug-Target Interaction Prediction
by: Inoue, Yoshitaka, et al.
Published: (2024)

Open Deep Search: Democratizing Search with Open-source Reasoning Agents
by: Alzubi, Salaheddin, et al.
Published: (2025)

gTBLS: Generating Tables from Text by Conditional Question Answering
by: Sundar, Anirudh, et al.
Published: (2024)

Towards a Realistic Long-Term Benchmark for Open-Web Research Agents
by: Mühlbacher, Peter, et al.
Published: (2024)

MultiMind at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval via Multi-Source Alignment
by: Abootorabi, Mohammad Mahdi, et al.
Published: (2025)

MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG
by: Lim, Woosang, et al.
Published: (2025)

From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents
by: Zhang, Weizhi, et al.
Published: (2025)

On Synthesizing Data for Context Attribution in Question Answering
by: Radevski, Gorjan, et al.
Published: (2025)

A Platform for Investigating Public Health Content with Efficient Concern Classification
by: Li, Christopher, et al.
Published: (2025)

ChatQA: Surpassing GPT-4 on Conversational QA and RAG
by: Liu, Zihan, et al.
Published: (2024)

M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval
by: Bai, Yang, et al.
Published: (2024)

AfroXLMR-Comet: Multilingual Knowledge Distillation with Attention Matching for Low-Resource languages
by: Raju, Joshua Sakthivel, et al.
Published: (2025)

Context Is Not Comprehension
by: Pan, Alex, et al.
Published: (2025)

From Agnostic to Specific: Latent Preference Diffusion for Multi-Behavior Sequential Recommendation
by: Yang, Ruochen, et al.
Published: (2026)

Optimizing Multi-Stage Language Models for Effective Text Retrieval
by: Trung, Quang Hoang, et al.
Published: (2024)

Proactive Guidance of Multi-Turn Conversation in Industrial Search
by: Li, Xiaoyu, et al.
Published: (2025)

Exploring Contrastive Learning for Long-Tailed Multi-Label Text Classification
by: Audibert, Alexandre, et al.
Published: (2024)

Multi-task retriever fine-tuning for domain-specific and efficient RAG
by: Béchard, Patrice, et al.
Published: (2025)

Mixture-of-PageRanks: Replacing Long-Context with Real-Time, Sparse GraphRAG
by: Alonso, Nicholas, et al.
Published: (2024)

FGTR: Fine-Grained Multi-Table Retrieval via Hierarchical LLM Reasoning
by: Sun, Chaojie, et al.
Published: (2026)

RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking
by: Zou, Jiaru, et al.
Published: (2025)

MAPLE: Enhancing Review Generation with Multi-Aspect Prompt LEarning in Explainable Recommendation
by: Yang, Ching-Wen, et al.
Published: (2024)

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions
by: Chhetri, Vinaik, et al.
Published: (2025)

A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering
by: Krishnamurthy, Madan, et al.
Published: (2025)

Mental Multi-class Classification on Social Media: Benchmarking Transformer Architectures against LSTM Models
by: Hasan, Khalid, et al.
Published: (2025)