Computation and Language · Computer Science
From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models
Sean Welleck, Amanda Bertsch, Matthew Finlayson, Hailey Schoelkopf +4
2024-11-21
Computation and Language · Computer Science
Beyond [CLS] through Ranking by Generation
Cicero Nogueira dos Santos, Xiaofei Ma, Ramesh Nallapati, Zhiheng Huang +1
2020-10-08
Computation and Language · Computer Science
Retrieval-Generation Synergy Augmented Large Language Models
Zhangyin Feng, Xiaocheng Feng, Dezhi Zhao, Maojin Yang +1
2023-10-10
Computation and Language · Computer Science
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation
Taeho Hwang, Soyeong Jeong, Sukmin Cho, SeungYoon Han +1
2024-09-10
Machine Learning · Computer Science
MGR: Multi-generator Based Rationalization
Wei Liu, Haozhao Wang, Jun Wang, Ruixuan Li +3
2023-07-25
Computation and Language · Computer Science
Unifying Inference-Time Planning Language Generation
Prabhu Prakash Kagitha, Bo Sun, Ishan Desai, Andrew Zhu +4
2025-10-08
Computation and Language · Computer Science
Reflection-Window Decoding: Text Generation with Selective Refinement
Zeyu Tang, Zhenhao Chen, Xiangchen Song, Loka Li +5
2025-06-03
Computation and Language · Computer Science
PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model
Yizhe Zhang, Jiatao Gu, Zhuofeng Wu, Shuangfei Zhai +2
2024-03-26
Computation and Language · Computer Science
ParetoRAG: Leveraging Sentence-Context Attention for Robust and Efficient Retrieval-Augmented Generation
Ruobing Yao, Yifei Zhang, Shuang Song, Yuhua Liu +2
2025-02-13
Computation and Language · Computer Science
Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation
Xujun Peng, Anoop Kumar, Jingyu Wu, Parker Glenn +1
2025-10-17
Computation and Language · Computer Science
Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models
Liyang He, Chenglong Liu, Rui Li, Zhenya Huang +3
2025-06-05
Computation and Language · Computer Science
Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs
Yangning Li, Weizhi Zhang, Yuyao Yang, Wei-Chieh Huang +16
2025-07-17
Computation and Language · Computer Science
A Comprehensive Survey of Accelerated Generation Techniques in Large Language Models
Mahsa Khoshnoodi, Vinija Jain, Mingye Gao, Malavika Srikanth +1
2024-05-27
Computation and Language · Computer Science
Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation
Yuanjie Lyu, Zihan Niu, Zheyong Xie, Chao Zhang +3
2024-10-10