BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Yuankai, Gu, Jia-Chen, Wu, Di, Chang, Kai-Wei, Peng, Nanyun |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
BRIEF-Pro: Universal Context Compression with Short-to-Long Synthesis for Fast and Accurate Multi-Hop Reasoning
by: Gu, Jia-Chen, et al.
Published: (2025)
by: Gu, Jia-Chen, et al.
Published: (2025)
Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization
by: Wu, Di, et al.
Published: (2025)
by: Wu, Di, et al.
Published: (2025)
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation
by: Wu, Di, et al.
Published: (2024)
by: Wu, Di, et al.
Published: (2024)
LongMemEval-V2: Evaluating Long-Term Agent Memory Toward Experienced Colleagues
by: Wu, Di, et al.
Published: (2026)
by: Wu, Di, et al.
Published: (2026)
On Asymmetric Optimization of Reasoning and Perception in Vision-Language Model Post-Training
by: Wu, Xueqing, et al.
Published: (2026)
by: Wu, Xueqing, et al.
Published: (2026)
METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling
by: Li, Bingxuan, et al.
Published: (2025)
by: Li, Bingxuan, et al.
Published: (2025)
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
by: Hu, Wenbo, et al.
Published: (2024)
by: Hu, Wenbo, et al.
Published: (2024)
OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles
by: Deng, Yihe, et al.
Published: (2025)
by: Deng, Yihe, et al.
Published: (2025)
Control Large Language Models via Divide and Conquer
by: Li, Bingxuan, et al.
Published: (2024)
by: Li, Bingxuan, et al.
Published: (2024)
DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning
by: Parekh, Tanmay, et al.
Published: (2025)
by: Parekh, Tanmay, et al.
Published: (2025)
OpenVLThinkerV2: A Generalist Multimodal Reasoning Model for Multi-domain Visual Tasks
by: Hu, Wenbo, et al.
Published: (2026)
by: Hu, Wenbo, et al.
Published: (2026)
DeepEdit: Knowledge Editing as Decoding with Constraints
by: Wang, Yiwei, et al.
Published: (2024)
by: Wang, Yiwei, et al.
Published: (2024)
VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning
by: Wu, Xueqing, et al.
Published: (2024)
by: Wu, Xueqing, et al.
Published: (2024)
Multi-hop Reasoning via Early Knowledge Alignment
by: Wang, Yuxin, et al.
Published: (2025)
by: Wang, Yuxin, et al.
Published: (2025)
SEARCH-R: Structured Entity-Aware Retrieval with Chain-of-Reasoning Navigator for Multi-hop Question Answering
by: Fu, Yuqing, et al.
Published: (2026)
by: Fu, Yuqing, et al.
Published: (2026)
TemMed-Bench: Evaluating Temporal Medical Image Reasoning in Vision-Language Models
by: Zhang, Junyi, et al.
Published: (2025)
by: Zhang, Junyi, et al.
Published: (2025)
Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding
by: Wang, Cheng, et al.
Published: (2024)
by: Wang, Cheng, et al.
Published: (2024)
Research on Multi-hop Inference Optimization of LLM Based on MQUAKE Framework
by: Liang, Zucheng, et al.
Published: (2025)
by: Liang, Zucheng, et al.
Published: (2025)
HANRAG: Heuristic Accurate Noise-resistant Retrieval-Augmented Generation for Multi-hop Question Answering
by: Sun, Duolin, et al.
Published: (2025)
by: Sun, Duolin, et al.
Published: (2025)
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
by: Gu, Jia-Chen, et al.
Published: (2024)
by: Gu, Jia-Chen, et al.
Published: (2024)
A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification
by: Li, Xiangci, et al.
Published: (2020)
by: Li, Xiangci, et al.
Published: (2020)
Momentum Posterior Regularization for Multi-hop Dense Retrieval
by: Xia, Zehua, et al.
Published: (2024)
by: Xia, Zehua, et al.
Published: (2024)
QUDSELECT: Selective Decoding for Questions Under Discussion Parsing
by: Suvarna, Ashima, et al.
Published: (2024)
by: Suvarna, Ashima, et al.
Published: (2024)
Re-ReST: Reflection-Reinforced Self-Training for Language Agents
by: Dou, Zi-Yi, et al.
Published: (2024)
by: Dou, Zi-Yi, et al.
Published: (2024)
Retrieval--Reasoning Processes for Multi-hop Question Answering: A Four-Axis Design Framework and Empirical Trends
by: Ji, Yuelyu, et al.
Published: (2026)
by: Ji, Yuelyu, et al.
Published: (2026)
Energy-Regularized Sequential Model Editing on Hyperspheres
by: Liu, Qingyuan, et al.
Published: (2025)
by: Liu, Qingyuan, et al.
Published: (2025)
VisRet: Visualization Improves Knowledge-Intensive Text-to-Image Retrieval
by: Wu, Di, et al.
Published: (2025)
by: Wu, Di, et al.
Published: (2025)
RISE: Reasoning Enhancement via Iterative Self-Exploration in Multi-hop Question Answering
by: He, Bolei, et al.
Published: (2025)
by: He, Bolei, et al.
Published: (2025)
DRS: Deep Question Reformulation With Structured Output
by: Li, Zhecheng, et al.
Published: (2024)
by: Li, Zhecheng, et al.
Published: (2024)
Medical Vision-Language Pre-Training for Brain Abnormalities
by: Monajatipoor, Masoud, et al.
Published: (2024)
by: Monajatipoor, Masoud, et al.
Published: (2024)
Enhancing Retrieval Systems with Inference-Time Logical Reasoning
by: Faltings, Felix, et al.
Published: (2025)
by: Faltings, Felix, et al.
Published: (2025)
Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering
by: Chu, Zheng, et al.
Published: (2025)
by: Chu, Zheng, et al.
Published: (2025)
Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing
by: Zhang, Mengqi, et al.
Published: (2024)
by: Zhang, Mengqi, et al.
Published: (2024)
GRC: Unifying Reasoning-Driven Generation, Retrieval and Compression
by: Miao, Zhongtao, et al.
Published: (2026)
by: Miao, Zhongtao, et al.
Published: (2026)
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation
by: Jia, Pengyue, et al.
Published: (2024)
by: Jia, Pengyue, et al.
Published: (2024)
Guiding Through Complexity: What Makes Good Supervision for Hard Math Reasoning Tasks?
by: He, Xuan, et al.
Published: (2024)
by: He, Xuan, et al.
Published: (2024)
Contextual Label Projection for Cross-Lingual Structured Prediction
by: Parekh, Tanmay, et al.
Published: (2023)
by: Parekh, Tanmay, et al.
Published: (2023)
Benchmarking Chinese Commonsense Reasoning with a Multi-hop Reasoning Perspective
by: You, Wangjie, et al.
Published: (2025)
by: You, Wangjie, et al.
Published: (2025)
Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning
by: Kim, Subin, et al.
Published: (2025)
by: Kim, Subin, et al.
Published: (2025)
FronTalk: Benchmarking Front-End Development as Conversational Code Generation with Multi-Modal Feedback
by: Wu, Xueqing, et al.
Published: (2025)
by: Wu, Xueqing, et al.
Published: (2025)
Similar Items
-
BRIEF-Pro: Universal Context Compression with Short-to-Long Synthesis for Fast and Accurate Multi-Hop Reasoning
by: Gu, Jia-Chen, et al.
Published: (2025) -
Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization
by: Wu, Di, et al.
Published: (2025) -
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation
by: Wu, Di, et al.
Published: (2024) -
LongMemEval-V2: Evaluating Long-Term Agent Memory Toward Experienced Colleagues
by: Wu, Di, et al.
Published: (2026) -
On Asymmetric Optimization of Reasoning and Perception in Vision-Language Model Post-Training
by: Wu, Xueqing, et al.
Published: (2026)