ELI5: Long Form Question Answering

22 July 2019

Angela Fan

Jason Weston

Papers citing "ELI5: Long Form Question Answering"

50 / 399 papers shown

Title
From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models Yidan Wang Yubing Ren Yanan Cao Binxing Fang 32 0 0 15 May 2025
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Jiashuo Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 31 0 0 12 May 2025
Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction Xiaowei Zhu Yubing Ren Yanan Cao Xixun Lin Fang Fang Yangxi Li 47 0 0 08 May 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Xuzhao Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Tianwei Zhang ALM ELM 96 2 0 26 Apr 2025
DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering Rong Cheng Qingbin Liu Yan Zheng Fei Ni Jiazhen Du Hangyu Mao Fuzheng Zhang Bo-Lan Wang Jianye Hao LRM 67 0 0 25 Apr 2025
An Empirical Study of Evaluating Long-form Question Answering Ning Xian Yixing Fan Ruqing Zhang Maarten de Rijke Jiafeng Guo ELM 37 0 0 25 Apr 2025
BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents Jason W. Wei Zhiqing Sun Spencer Papay S. McKinney Jeffrey Han Isa Fulford Hyung Won Chung Alex Tachard Passos W. Fedus Amelia Glaese 29 4 0 16 Apr 2025
Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models Haotian Ye Himanshu Jain Chong You A. Suresh Haowei Lin James Zou Felix X. Yu 36 0 0 12 Apr 2025
Efficient Tuning of Large Language Models for Knowledge-Grounded Dialogue Generation Bo Zhang Hui Ma Dailin Li Jian Ding Jian Wang Bo Xu Hongfei Lin KELM 44 0 0 10 Apr 2025
Short-PHD: Detecting Short LLM-generated Text with Topological Data Analysis After Off-topic Content Insertion Dongjun Wei Minjia Mao Xiao Fang Michael Chau DeLMO 53 0 0 01 Apr 2025
Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models Yilong Xu Jinhua Gao Xiaoming Yu Yuanhai Xue Baolong Bi Huawei Shen Xueqi Cheng RALM 64 0 0 01 Apr 2025
Real-Time Evaluation Models for RAG: Who Detects Hallucinations Best? Ashish Sardana HILM VLM 78 0 0 27 Mar 2025
A Survey of Large Language Model Agents for Question Answering Murong Yue LLMAG LM&MA ELM 62 2 0 24 Mar 2025
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models Baolong Bi Shenghua Liu Yansen Wang Yilong Xu Junfeng Fang Lingrui Mei Xueqi Cheng KELM 61 4 0 20 Mar 2025
MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration David Wan Justin Chih-Yao Chen Elias Stengel-Eskin Joey Tianyi Zhou LLMAG LRM 65 1 0 19 Mar 2025
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving Wenqi Jiang Suvinay Subramanian Cat Graves Gustavo Alonso Amir Yazdanbakhsh Vidushi Dadu 49 6 0 18 Mar 2025
DeFine: A Decomposed and Fine-Grained Annotated Dataset for Long-form Article Generation Ming Wang Fang Wang Minghao Hu Li He Haiyang Wang ... Li Li Zhunchen Luo Wei Luo Xiaoying Bai Guotong Geng 71 0 0 10 Mar 2025
Understanding the Limits of Lifelong Knowledge Editing in LLMs Lukas Thede Karsten Roth Matthias Bethge Zeynep Akata Tom Hartvigsen KELM CLL 75 2 0 07 Mar 2025
Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution Keliang Li Tianhua Zhang Yunxiang Li Hongyin Luo Abdalla Moustafa Xixin Wu James Glass Helen Meng 68 0 0 03 Mar 2025
DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking Zhuoqun Li Haiyang Yu Xuanang Chen Hongyu Lin Yaojie Lu Fei Huang Xianpei Han Heng Chang Le Sun 59 4 0 28 Feb 2025
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models Shuliang Liu Xinze Li Zhenghao Liu Yukun Yan Cheng Yang Zheni Zeng Zhiyuan Liu Maosong Sun Ge Yu RALM 110 1 0 26 Feb 2025
LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking Preferences Sijia Yao Pengcheng Huang Zhenghao Liu Yu Gu Yukun Yan S. Yu Ge Yu RALM 41 0 0 24 Feb 2025
Improving Consistency in Large Language Models through Chain of Guidance Harsh Raj Vipul Gupta Domenic Rosati Subhabrata Majumdar LLMAG LRM 68 3 0 21 Feb 2025
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking Zekun Xi Wenbiao Yin Jizhan Fang Jialong Wu Runnan Fang N. Zhang Jiang Yong Pengjun Xie Fei Huang H. Chen SyDa LRM 111 6 0 21 Feb 2025
GneissWeb: Preparing High Quality Data for LLMs at Scale Hajar Emami-Gohari S. Kadhe Syed Yousaf Shah. Constantin Adam Abdulhamid A. Adebayo Praneet Adusumilli ... Issei Yoshida Syed Zawad Petros Zerfos Yi Zhou Bishwaranjan Bhattacharjee 52 1 0 19 Feb 2025
Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search Yifan Ji Zhipeng Xu Zhenghao Liu Yukun Yan S. Yu Yong Li Zhiyuan Liu Yu Gu Ge Yu Maosong Sun RALM 63 0 0 18 Feb 2025
Prompt-based Depth Pruning of Large Language Models Juyun Wee Minjae Park Jaeho Lee VLM 93 0 0 17 Feb 2025
EvidenceMap: Learning Evidence Analysis to Unleash the Power of Small Language Models for Biomedical Question Answering Chang Zong Jian Wan Siliang Tang Lei Zhang 91 0 0 17 Feb 2025
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation Pengcheng Jiang Lang Cao Ruike Zhu Minhao Jiang Yunyi Zhang Jiashuo Sun J. Han RALM 85 0 0 16 Feb 2025
QuOTE: Question-Oriented Text Embeddings Andrew Neeser Kaylen Latimer Aadyant Khatri Chris Latimer Naren Ramakrishnan RALM 49 0 0 16 Feb 2025
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation Mohammad Mahdi Abootorabi Amirhosein Zobeiri Mahdi Dehghani Mohammadali Mohammadkhani Bardia Mohammadi Omid Ghahroodi M. Baghshah Ehsaneddin Asgari RALM 105 4 0 12 Feb 2025
LCIRC: A Recurrent Compression Approach for Efficient Long-form Context and Query Dependent Modeling in LLMs Sumin An Junyoung Sung Wonpyo Park Chanjun Park Paul Hongsuck Seo 100 0 0 10 Feb 2025
Can Cross Encoders Produce Useful Sentence Embeddings? Haritha Ananthakrishnan Julian T Dolby Harsha Kokel Horst Samulowitz Kavitha Srinivas 66 0 0 05 Feb 2025
CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering Zongxi Li Y. Li Haoran Xie S. J. Qin 70 0 0 03 Feb 2025
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation Satyapriya Krishna Kalpesh Krishna Anhad Mohananey Steven Schwarcz Adam Stambler Shyam Upadhyay Manaal Faruqui ReLM 3DV LRM RALM 47 14 0 28 Jan 2025
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains Ran Xu Hui Liu Sreyashi Nag Zhenwei Dai Yaochen Xie ... Chen Luo Yang Li Joyce C. Ho Carl Yang Qi He RALM 78 8 0 28 Jan 2025
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation Takyoung Kim Kyungjae Lee Y. Jang Ji Yong Cho Gangwoo Kim Minseok Cho Moontae Lee 159 0 0 28 Jan 2025
Soup to go: mitigating forgetting during continual learning with model averaging Anat Kleiman Gintare Karolina Dziugaite Jonathan Frankle Sham Kakade Mansheej Paul MoMe CLL KELM 58 0 0 09 Jan 2025
DAMAGE: Detecting Adversarially Modified AI Generated Text Elyas Masrour Bradley Emi Max Spero DeLMO 32 1 0 08 Jan 2025
PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations Ruosen Li Teerth Patel Xinya Du LLMAG ALM 70 96 0 03 Jan 2025
DragonVerseQA: Open-Domain Long-Form Context-Aware Question-Answering A. Lahiri Qinmin Vivian Hu 66 1 0 21 Dec 2024
Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling Junyi Li Hwee Tou Ng LRM 90 1 0 19 Dec 2024
RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment Zhuoran Jin Hongbang Yuan Tianyi Men Pengfei Cao Yubo Chen Kang Liu Jun Zhao ALM 82 7 0 18 Dec 2024
A Survey of Calibration Process for Black-Box LLMs Liangru Xie Hui Liu Jingying Zeng Xianfeng Tang Yan Han Chen Luo Jing Huang Zhen Li Suhang Wang Qi He 74 1 0 17 Dec 2024
Context Filtering with Reward Modeling in Question Answering Sangryul Kim James Thorne 71 0 0 16 Dec 2024
Attention with Dependency Parsing Augmentation for Fine-Grained Attribution Qiang Ding Lvzhou Luo Yixuan Cao Ping Luo 84 0 0 16 Dec 2024
PickLLM: Context-Aware RL-Assisted Large Language Model Routing Dimitrios Sikeridis Dennis Ramdass Pranay Pareek 88 1 0 12 Dec 2024
Multi-modal Retrieval Augmented Multi-modal Generation: Datasets, Evaluation Metrics and Strong Baseliness Zi-Ao Ma Tian Lan Rong-Cheng Tu Yong Hu Yu-Shi Zhu Tong Zhang Heyan Huang Xian-Ling Mao VLM 93 0 0 25 Nov 2024
WaterPark: A Robustness Assessment of Language Model Watermarking Jiacheng Liang Zian Wang Lauren Hong Shouling Ji Ting Wang AAML 106 0 0 20 Nov 2024
Debiasing Watermarks for Large Language Models via Maximal Coupling Yangxinyu Xie Xiang Li Tanwi Mallick Weijie J. Su Ruixun Zhang WaLM 52 2 0 17 Nov 2024