ELI5: Long Form Question Answering

22 July 2019

Angela Fan

Jason Weston

Papers citing "ELI5: Long Form Question Answering"

50 / 399 papers shown

Title
M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework Yew Ken Chia Liying Cheng Hou Pong Chan Chaoqun Liu Maojia Song Sharifah Mahani Aljunied Soujanya Poria Lidong Bing RALM VLM 50 4 0 09 Nov 2024
Towards Competitive Search Relevance For Inference-Free Learned Sparse Retrievers Zhichao Geng Dongyu Ru Yang Yang 25 1 0 07 Nov 2024
Rate, Explain and Cite (REC): Enhanced Explanation and Attribution in Automatic Evaluation by Large Language Models Aliyah R. Hsu James Zhu Zhichao Wang Bin Bi Shubham Mehrotra ... Sougata Chaudhuri Regunathan Radhakrishnan S. Asur Claire Na Cheng Bin Yu ALM LRM 69 0 0 03 Nov 2024
E2E-AFG: An End-to-End Model with Adaptive Filtering for Retrieval-Augmented Generation Yun Jiang Zilong Xie Wei Zhang Yun Fang Shuai Pan RALM 203 0 0 01 Nov 2024
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning Xun Guo Shan Zhang Yongxin He Ting Zhang Wanquan Feng Haibin Huang Chongyang Ma DeLMO 47 7 0 28 Oct 2024
RARe: Retrieval Augmented Retrieval with In-Context Examples Atula Tejaswi Yoonsang Lee Sujay Sanghavi Eunsol Choi RALM LRM 25 1 0 26 Oct 2024
Improve Dense Passage Retrieval with Entailment Tuning Lu Dai Hao Liu Hui Xiong RALM 35 4 0 21 Oct 2024
MedLogic-AQA: Enhancing Medical Question Answering with Abstractive Models Focusing on Logical Structures Aizan Zafar Kshitij Mishra Asif Ekbal 28 0 0 20 Oct 2024
Large Language Models Are Overparameterized Text Encoders Thennal D K Tim Fischer Chris Biemann 46 2 0 18 Oct 2024
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems Nandan Thakur Suleman Kazi Ge Luo Jimmy J. Lin Amin Ahmad VLM RALM 28 7 0 17 Oct 2024
Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models Jiatao Li Xinyu Hu Xunjian Yin Xiaojun Wan RALM 53 0 0 17 Oct 2024
On the Capacity of Citation Generation by Large Language Models Haosheng Qian Yixing Fan Ruqing Zhang J. Guo HILM 29 1 0 15 Oct 2024
Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision Philipp Christmann Svitlana Vakulenko Ionut Teodor Sorodoc Bill Byrne Adria de Gispert RALM 34 0 0 11 Oct 2024
Integrating Planning into Single-Turn Long-Form Text Generation Yi Liang You Wu Honglei Zhuang Li Chen Jiaming Shen ... Zhen Qin Sumit Sanghai Xuanhui Wang Carl Yang Michael Bendersky 56 3 0 08 Oct 2024
Training-free LLM-generated Text Detection by Mining Token Probability Sequences Yihuai Xu Yongwei Wang Yifei Bi Huangsen Cao Zhouhan Lin Yu Zhao Fei Wu DeLMO 28 0 0 08 Oct 2024
Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-context Models Xinyu Liu Runsong Zhao Pengcheng Huang Chunyang Xiao Bei Li Jingang Wang Tong Xiao Jingbo Zhu 30 0 0 07 Oct 2024
Contextual Document Embeddings John X. Morris Alexander M. Rush 29 7 0 03 Oct 2024
MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions Yekun Chai Haoran Sun Huang Fang Shuohuan Wang Yu Sun Hua Wu 207 1 0 03 Oct 2024
CALF: Benchmarking Evaluation of LFQA Using Chinese Examinations Yuchen Fan Xin Zhong Heng Zhou Yuchen Zhang Mingyu Liang Chengxing Xie Ermo Hua Ning Ding Bowen Zhou ALM ELM 31 0 0 02 Oct 2024
QAEncoder: Towards Aligned Representation Learning in Question Answering System Zhengren Wang Qinhan Yu Shida Wei Zhiyu Li Zhiyu Li Xiaoxing Wang Pengnian Qi Hao Liang Wentao Zhang RALM 35 1 0 30 Sep 2024
Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models Jiaming Li Lei Zhang Yunshui Li Ziqiang Liu Yuelin Bai Run Luo Longze Chen Min Yang ALM 35 0 0 27 Sep 2024
Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition Pritika Ramu Koustava Goswami Apoorv Saxena Balaji Vasan Srinivavsan 33 2 0 25 Sep 2024
HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models Haoran Que Feiyu Duan Liqun He Yutao Mou Wangchunshu Zhou ... Ge Zhang Junran Peng Zhaoxiang Zhang Songyang Zhang Kai Chen LM&MA ELM VLM 56 11 0 24 Sep 2024
Making Text Embedders Few-Shot Learners Chaofan Li Minghao Qin Shitao Xiao Jianlyu Chen Kun Luo Yingxia Shao Defu Lian Zheng Liu 38 23 0 24 Sep 2024
LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMs Sihui Yang Keping Bi Wanqing Cui Jiafeng Guo Xueqi Cheng 23 2 0 23 Sep 2024
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning Daniele Rege Cambrin Giuseppe Gallipoli Irene Benedetto Luca Cagliero Paolo Garza 33 0 0 20 Sep 2024
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse Maojia Song Shang Hong Sim Rishabh Bhardwaj Hai Leong Chieu Navonil Majumder Soujanya Poria 39 6 0 17 Sep 2024
A Benchmark Dataset with Larger Context for Non-Factoid Question Answering over Islamic Text Faiza Qamar Seemab Latif R. Latif 31 1 0 15 Sep 2024
Improving Pretraining Data Using Perplexity Correlations Tristan Thrush Christopher Potts Tatsunori Hashimoto 40 17 0 09 Sep 2024
CLUE: Concept-Level Uncertainty Estimation for Large Language Models Yu-Hsiang Wang Andrew Bai Che-Ping Tsai Cho-Jui Hsieh LRM 34 0 0 04 Sep 2024
Pooling And Attention: What Are Effective Designs For LLM-Based Embedding Models? Yixuan Tang Yi Yang 33 3 0 04 Sep 2024
LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs Yuhao Wu Ming Shan Hee Zhiqing Hu Roy Ka-Wei Lee RALM 35 9 0 03 Sep 2024
Evidence-Enhanced Triplet Generation Framework for Hallucination Alleviation in Generative Question Answering Haowei Du Huishuai Zhang Dongyan Zhao HILM 35 0 0 27 Aug 2024
An Evaluation of Explanation Methods for Black-Box Detectors of Machine-Generated Text Loris Schoenegger Yuxi Xia Benjamin Roth FAtt 46 0 0 26 Aug 2024
Intelligent Router for LLM Workloads: Improving Performance Through Workload-Aware Scheduling Kunal Jain Anjaly Parayil Ankur Mallick Esha Choukse Xiaoting Qin ... Chetan Bansal Victor Rühle Anoop Kulkarni Steve Kofsky Saravan Rajmohan 52 3 0 24 Aug 2024
DocTabQA: Answering Questions from Long Documents Using Tables Haochen Wang Kai Hu Haoyu Dong Liangcai Gao RALM LMTD 24 3 0 21 Aug 2024
Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval Guangyuan Ma Yongliang Ma Xing Wu Zhenpeng Su Ming Zhou Songlin Hu OOD 43 3 0 20 Aug 2024
Learning Fine-Grained Grounded Citations for Attributed Large Language Models Lei Huang Xiaocheng Feng Weitao Ma Yuxuan Gu Weihong Zhong ... Weijiang Yu Weihua Peng Duyu Tang Dandan Tu Bing Qin HILM 27 4 0 08 Aug 2024
DebateQA: Evaluating Question Answering on Debatable Knowledge Rongwu Xu Xuan Qi Zehan Qi Wei Xu Zhijiang Guo ELM 53 5 0 02 Aug 2024
KaPQA: Knowledge-Augmented Product Question-Answering Swetha Eppalapally Daksh Dangi Chaithra Bhat Ankita Gupta Ruiyi Zhang ... Karishma Bagga Seunghyun Yoon Nedim Lipka Ryan A. Rossi Franck Dernoncourt RALM 48 2 0 22 Jul 2024
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering Rujun Han Yuhao Zhang Peng Qi Yumo Xu Jenyuan Wang Lan Liu William Yang Wang Bonan Min Vittorio Castelli RALM 43 17 0 19 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 56 7 0 17 Jul 2024
SwitchCIT: Switching for Continual Instruction Tuning of Large Language Models Xinbo Wu Max Hartman Vidhata Arjun Jayaraman L. Varshney CLL LRM 34 1 0 16 Jul 2024
Localizing and Mitigating Errors in Long-form Question Answering Rachneet Sachdeva Yixiao Song Mohit Iyyer Iryna Gurevych HILM 52 1 0 16 Jul 2024
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs Yue Yu Ming-Yu Liu Zihan Liu Wei Ping Jiaxuan You Chao Zhang M. Shoeybi Bryan Catanzaro ALM RALM 39 51 0 02 Jul 2024
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation Sirui Xia Xintao Wang Jiaqing Liang Yifei Zhang Weikang Zhou Jiaji Deng Fei Yu Yanghua Xiao RALM 21 6 0 01 Jul 2024
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems Philippe Laban Alexander R. Fabbri Caiming Xiong Chien-Sheng Wu RALM 51 41 0 01 Jul 2024
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation David Rau Hervé Déjean Nadezhda Chirkova Thibault Formal Shuai Wang Vassilina Nikoulina S. Clinchant 45 12 0 01 Jul 2024
Scalable and Domain-General Abstractive Proposition Segmentation Mohammad Javad Hosseini Yang Gao Tim Baumgärtner Alex Fabrikant Reinald Kim Amplayo 36 0 0 28 Jun 2024
Detecting Machine-Generated Texts: Not Just "AI vs Humans" and Explainability is Complicated Jiazhou Ji Ruizhe Li Shujun Li Jie Guo Weidong Qiu Zheng Huang Chiyu Chen Xiaoyu Jiang Xinru Lu DeLMO 40 7 0 26 Jun 2024