SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hu, Minda, Zong, Licheng, Wang, Hongru, Zhou, Jingyan, Li, Jingjing, Gao, Yichen, Wong, Kam-Fai, Li, Yu, King, Irwin
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Search-R2: Enhancing Search-Integrated Reasoning via Actor-Refiner Collaboration
by: He, Bowei, et al.
Published: (2026)

WHERE and WHICH: Iterative Debate for Biomedical Synthetic Data Augmentation
by: Zhao, Zhengyi, et al.
Published: (2025)

Rethinking Machine Ethics -- Can LLMs Perform Moral Reasoning through the Lens of Moral Theories?
by: Zhou, Jingyan, et al.
Published: (2023)

NILE: Internal Consistency Alignment in Large Language Models
by: Hu, Minda, et al.
Published: (2024)

A Survey of the Evolution of Language Model-Based Dialogue Systems: Data, Task and Models
by: Wang, Hongru, et al.
Published: (2023)

VLEU: a Method for Automatic Evaluation for Generalizability of Text-to-Image Models
by: Cao, Jingtao, et al.
Published: (2024)

The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing
by: Li, Muzhi, et al.
Published: (2024)

UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval
by: Wang, Hongru, et al.
Published: (2024)

Entropy-Based Decoding for Retrieval-Augmented Large Language Models
by: Qiu, Zexuan, et al.
Published: (2024)

UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems
by: Wang, Hongru, et al.
Published: (2024)

ConMax: Confidence-Maximizing Compression for Efficient Chain-of-Thought Reasoning
by: Hu, Minda, et al.
Published: (2026)

From General to Targeted Rewards: Surpassing GPT-4 in Open-Ended Long-Context Generation
by: Guo, Zhihan, et al.
Published: (2025)

Dynamic Mixture of Latent Memories for Self-Evolving Agents
by: Yu, Dianzhi, et al.
Published: (2026)

Mitigating Large Language Model Hallucination with Faithful Finetuning
by: Hu, Minda, et al.
Published: (2024)

ReliableMath: Benchmark of Reliable Mathematical Reasoning on Large Language Models
by: Xue, Boyang, et al.
Published: (2025)

Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst
by: Wang, Hongru, et al.
Published: (2025)

Self-Guard: Empower the LLM to Safeguard Itself
by: Wang, Zezhong, et al.
Published: (2023)

PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Synthesis in Question Answering
by: Du, Yiming, et al.
Published: (2024)

OSPC: Detecting Harmful Memes with Large Language Model as a Catalyst
by: Cao, Jingtao, et al.
Published: (2024)

WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback
by: Hu, Minda, et al.
Published: (2025)

Guaranteeing Knowledge Integration with Joint Decoding for Retrieval-Augmented Generation
by: Zhao, Zhengyi, et al.
Published: (2026)

LADER: Log-Augmented DEnse Retrieval for Biomedical Literature Search
by: Jin, Qiao, et al.
Published: (2023)

Sub-microsecond high-fidelity dispersive readout of a spin qubit with squeezed photons
by: Kam, Chon-Fai, et al.
Published: (2023)

Super-Poissonian Squeezed Light in the Deep Strong Regime of the Quantum Rabi Model
by: Kam, Chon-Fai, et al.
Published: (2024)

Fast and high-fidelity dispersive readout of a spin qubit via squeezing and resonator nonlinearity
by: Kam, Chon-Fai, et al.
Published: (2024)

Nonlinear optical analogues of quantum phase transitions in a squeezing-enhanced LMG model
by: Kam, Chon-Fai
Published: (2025)

Majorana Constellations: A Geometric Lens on Multipartite Entanglement and Geometric Phases
by: Kam, Chon-Fai
Published: (2026)

Three-Axis Spin Squeezed States Associated with Excited-State Quantum Phase Transitions
by: Kam, Chon-Fai
Published: (2025)

Nonlinear optical realization of non-integrable phases accompanying quantum phase transitions
by: Kam, Chon-Fai
Published: (2025)

Purple-teaming LLMs with Adversarial Defender Training
by: Zhou, Jingyan, et al.
Published: (2024)

G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation
by: Li, Yuhan, et al.
Published: (2025)

Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting
by: Wang, Rui, et al.
Published: (2023)

Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models
by: Wang, Rui, et al.
Published: (2025)

Biomedical Libraries
by: Pizer, Irwin H.
Published: (1978)

Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions
by: Wang, Hongru, et al.
Published: (2024)

UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models
by: Xue, Boyang, et al.
Published: (2024)

Position: Agent Should Invoke External Tools ONLY When Epistemically Necessary
by: Wang, Hongru, et al.
Published: (2025)

Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness
by: Li, Mingchen, et al.
Published: (2024)

DAST: Difficulty-Aware Self-Training on Large Language Models
by: Xue, Boyang, et al.
Published: (2025)

MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models
by: Xue, Boyang, et al.
Published: (2024)