ELI5: Long Form Question Answering

22 July 2019

Angela Fan

Jason Weston

Papers citing "ELI5: Long Form Question Answering"

50 / 399 papers shown

Title
Read between the lines -- Functionality Extraction From READMEs Prince Kumar Srikanth G. Tamilselvam Dinesh Garg 19 0 0 15 Mar 2024
Semiparametric Token-Sequence Co-Supervision Hyunji Lee Doyoung Kim Jihoon Jun Se June Joo Joel Jang Kyoung-Woon On Minjoon Seo 35 0 0 14 Mar 2024
KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions Fangyuan Xu Kyle Lo Luca Soldaini Bailey Kuehl Eunsol Choi David Wadden 40 6 0 06 Mar 2024
Reliable, Adaptable, and Attributable Language Models with Retrieval Akari Asai Zexuan Zhong Danqi Chen Pang Wei Koh Luke Zettlemoyer Hanna Hajishirzi Wen-tau Yih KELM RALM 49 55 0 05 Mar 2024
WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations Haolin Deng Chang Wang Xin Li Dezhang Yuan Junlang Zhan Tianhua Zhou Jin Ma Jun Gao Ruifeng Xu HILM 66 2 0 04 Mar 2024
Modeling the Quality of Dialogical Explanations Milad Alshomary Felix Lange Meisam Booshehri Meghdut Sengupta Philipp Cimiano Henning Wachsmuth 41 2 0 01 Mar 2024
Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models Hongbang Yuan Pengfei Cao Zhuoran Jin Yubo Chen Daojian Zeng Kang Liu Jun Zhao HILM 37 3 0 29 Feb 2024
NewsQs: Multi-Source Question Generation for the Inquiring Mind Alyssa Hwang Kalpit Dixit Miguel Ballesteros Yassine Benajiba Vittorio Castelli Markus Dreyer Mohit Bansal Kathleen McKeown 141 0 0 28 Feb 2024
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation Shicheng Xu Liang Pang Mo Yu Fandong Meng Huawei Shen Xueqi Cheng Jie Zhou RALM 46 10 0 28 Feb 2024
Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents Corby Rosset Ho-Lam Chung Guanghui Qin Ethan C. Chau Zhuo Feng Ahmed Hassan Awadallah Jennifer Neville Nikhil Rao 53 10 0 27 Feb 2024
CorpusBrain++: A Continual Generative Pre-Training Framework for Knowledge-Intensive Language Tasks Jiafeng Guo Changjiang Zhou Ruqing Zhang Jiangui Chen Maarten de Rijke Yixing Fan Xueqi Cheng CLL 26 7 0 26 Feb 2024
TMT: Tri-Modal Translation between Speech, Image, and Text by Processing Different Modalities as Different Languages Minsu Kim Jee-weon Jung Hyeongseop Rha Soumi Maiti Siddhant Arora Xuankai Chang Shinji Watanabe Y. Ro 28 7 0 25 Feb 2024
Repetition Improves Language Model Embeddings Jacob Mitchell Springer Suhas Kotha Daniel Fried Graham Neubig Aditi Raghunathan 48 29 0 23 Feb 2024
Whose LLM is it Anyway? Linguistic Comparison and LLM Attribution for GPT-3.5, GPT-4 and Bard Ariel Rosenfeld T. Lazebnik DeLMO 43 7 0 22 Feb 2024
Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models Zhiwei He Binglin Zhou Hong-ping Hao Aiwei Liu Xing Wang Zhaopeng Tu Zhuosheng Zhang Rui Wang WaLM 78 19 0 21 Feb 2024
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs Jiejun Tan Zhicheng Dou Yutao Zhu Peidong Guo Kun Fang Ji-Rong Wen 49 25 0 19 Feb 2024
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models Yougang Lyu Lingyong Yan Shuaiqiang Wang Haibo Shi Dawei Yin Pengjie Ren Zhumin Chen Maarten de Rijke Zhaochun Ren 24 5 0 17 Feb 2024
Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence Yinhong Liu Yixuan Su Ehsan Shareghi Nigel Collier 36 4 0 15 Feb 2024
Ten Words Only Still Help: Improving Black-Box AI-Generated Text Detection via Proxy-Guided Efficient Re-Sampling Yuhui Shi Qiang Sheng Juan Cao Hao Mi Beizhe Hu Danding Wang 37 13 0 14 Feb 2024
Beware of Words: Evaluating the Lexical Richness of Conversational Large Language Models Gonzalo Martínez José Alberto Hernández Javier Conde Pedro Reviriego Elena Merino-Gómez 26 7 0 11 Feb 2024
Calibrating Long-form Generations from Large Language Models Yukun Huang Yixin Liu Raghuveer Thirukovalluru Arman Cohan Bhuwan Dhingra 27 7 0 09 Feb 2024
Rethinking Data Selection for Supervised Fine-Tuning Ming Shen 34 17 0 08 Feb 2024
Multilingual E5 Text Embeddings: A Technical Report Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei 30 107 0 08 Feb 2024
Training Language Models to Generate Text with Citations via Fine-grained Rewards Chengyu Huang Zeqiu Wu Yushi Hu Wenya Wang HILM LRM 79 27 0 06 Feb 2024
CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks Xiaoxi Li Zhicheng Dou Yujia Zhou Fangchao Liu RALM 40 14 0 02 Feb 2024
Nomic Embed: Training a Reproducible Long Context Text Embedder Zach Nussbaum John X. Morris Brandon Duderstadt Andriy Mulyar 27 100 0 02 Feb 2024
PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models Haochen Tan Zhijiang Guo Zhan Shi Lu Xu Zhili Liu ... Xiaoguang Li Yasheng Wang Lifeng Shang Qun Liu Linqi Song 46 12 0 26 Jan 2024
Genie: Achieving Human Parity in Content-Grounded Datasets Generation Asaf Yehudai Boaz Carmeli Y. Mass Ofir Arviv Nathaniel Mills Assaf Toledo Eyal Shnarch Leshem Choshen 45 22 0 25 Jan 2024
Adaptive Text Watermark for Large Language Models Yepeng Liu Yuheng Bu WaLM 20 18 0 25 Jan 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Wang Xin Li Luisa Verdoliva Shu Hu 88 58 0 22 Jan 2024
ChatQA: Surpassing GPT-4 on Conversational QA and RAG Zihan Liu Ming-Yu Liu Rajarshi Roy Peng Xu Chankyu Lee M. Shoeybi Bryan Catanzaro ALM RALM AI4MH 18 41 0 18 Jan 2024
A Joint-Reasoning based Disease Q&A System Prakash Chandra Sukhwal Vaibhav Rajan A. Kankanhalli LM&MA AI4MH 23 0 0 06 Jan 2024
Improving Text Embeddings with Large Language Models Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei SyDa 51 161 0 31 Dec 2023
From Text to Multimodal: A Comprehensive Survey of Adversarial Example Generation in Question Answering Systems Gulsum Yigit M. Amasyalı AAML 25 0 0 26 Dec 2023
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 64 1,552 1 18 Dec 2023
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent Renat Aksitov Sobhan Miryoosefi Zong-xiao Li Daliang Li Sheila Babayan ... Sushant Prakash Pranesh Srinivasan Manzil Zaheer Felix X. Yu Sanjiv Kumar LRM ReLM LLMAG KELM 23 45 0 15 Dec 2023
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection Hao Sun Hengyi Cai Bo Wang Yingyan Hou Xiaochi Wei Shuaiqiang Wang Yan Zhang Dawei Yin 47 9 0 14 Dec 2023
Zebra: Extending Context Window with Layerwise Grouped Local-Global Attention Kaiqiang Song Xiaoyang Wang Sangwoo Cho Xiaoman Pan Dong Yu 36 7 0 14 Dec 2023
A Survey of Text Watermarking in the Era of Large Language Models Aiwei Liu Leyi Pan Yijian Lu Jingjing Li Xuming Hu Xi Zhang Lijie Wen Irwin King Hui Xiong Philip S. Yu WaLM 43 52 0 13 Dec 2023
Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding Lifu Tu Semih Yavuz Jin Qu Jiacheng Xu Rui Meng Caiming Xiong Yingbo Zhou 24 1 0 11 Dec 2023
ULMA: Unified Language Model Alignment with Human Demonstration and Point-wise Preference Tianchi Cai Xierui Song Jiyan Jiang Fei Teng Jinjie Gu Guannan Zhang ALM 21 4 0 05 Dec 2023
Axiomatic Preference Modeling for Longform Question Answering Corby Rosset Guoqing Zheng Victor C. Dibia Ahmed Hassan Awadallah Paul Bennett SyDa 27 3 0 02 Dec 2023
Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning Swaroop Nath H. Khadilkar Pushpak Bhattacharyya OffRL 23 0 0 29 Nov 2023
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Hailin Chen Fangkai Jiao Xingxuan Li Chengwei Qin Mathieu Ravaut Ruochen Zhao Caiming Xiong Chenyu You ELM CLL AI4MH LRM ALM 85 27 0 28 Nov 2023
Unifying Corroborative and Contributive Attributions in Large Language Models Theodora Worledge Judy Hanwen Shen Nicole Meister Caleb Winston Carlos Guestrin TDI 34 10 0 20 Nov 2023
Improving the Generation Quality of Watermarked Large Language Models via Word Importance Scoring Yuhang Li Yihan Wang Zhouxing Shi Cho-Jui Hsieh WaLM 32 7 0 16 Nov 2023
Long-form Question Answering: An Iterative Planning-Retrieval-Generation Approach Pritom Saha Akash Kashob Kumar Roy Lucian Popa Kevin Chen-Chuan Chang 21 3 0 15 Nov 2023
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization Yixin Liu Alexander R. Fabbri Jiawen Chen Yilun Zhao Simeng Han Chenyu You Pengfei Liu Dragomir R. Radev Chien-Sheng Wu Arman Cohan ELM 46 59 0 15 Nov 2023
Learning to Filter Context for Retrieval-Augmented Generation Zhiruo Wang Jun Araki Zhengbao Jiang Md. Rizwan Parvez Graham Neubig RALM 42 50 0 14 Nov 2023
LLatrieval: LLM-Verified Retrieval for Verifiable Generation Xiaonan Li Changtai Zhu Linyang Li Zhangyue Yin Tianxiang Sun Xipeng Qiu RALM 48 25 0 14 Nov 2023