ELI5: Long Form Question Answering

22 July 2019

Angela Fan

Jason Weston

Papers citing "ELI5: Long Form Question Answering"

50 / 399 papers shown

Title
WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models Shangqing Tu Yuliang Sun Yushi Bai Jifan Yu Lei Hou Juanzi Li WaLM 35 9 0 13 Nov 2023
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Lei Huang Weijiang Yu Weitao Ma Weihong Zhong Zhangyin Feng ... Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu LRM HILM 56 744 0 09 Nov 2023
SEMQA: Semi-Extractive Multi-Source Question Answering Tal Schuster Á. Lelkes Haitian Sun Jai Gupta Jonathan Berant W. Cohen Donald Metzler 36 13 0 08 Nov 2023
Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Models Hanlin Zhang Benjamin L. Edelman Danilo Francati Daniele Venturi G. Ateniese Boaz Barak WaLM 146 55 0 07 Nov 2023
Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning Ruosen Li Xinya Du LRM 44 16 0 07 Nov 2023
Adapting Pre-trained Generative Models for Extractive Question Answering Prabir Mallick Tapas Nayak Indrajit Bhattacharya 19 2 0 06 Nov 2023
Causal Question Answering with Reinforcement Learning Lukas Blübaum Stefan Heindorf CML 29 3 0 05 Nov 2023
PreWoMe: Exploiting Presuppositions as Working Memory for Long Form Question Answering Wookje Han Jinsol Park Kyungjae Lee 36 3 0 24 Oct 2023
A Survey on Detection of LLMs-Generated Content Xianjun Yang Liangming Pan Xuandong Zhao Haifeng Chen Linda R. Petzold William Y. Wang Wei Cheng DeLMO 40 51 0 24 Oct 2023
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions Junchao Wu Shu Yang Runzhe Zhan Yulin Yuan Derek F. Wong Lidia S. Chao DeLMO 32 23 0 23 Oct 2023
Optimizing Retrieval-augmented Reader Models via Token Elimination Moshe Berchansky Peter Izsak Avi Caciularu Ido Dagan Moshe Wasserblat RALM 50 12 0 20 Oct 2023
An Emulator for Fine-Tuning Large Language Models using Small Language Models Eric Mitchell Rafael Rafailov Archit Sharma Chelsea Finn Christopher D. Manning ALM 41 53 0 19 Oct 2023
Know Where to Go: Make LLM a Relevant, Responsible, and Trustworthy Searcher Xiang Shi Jiawei Liu Yinpeng Liu Qikai Cheng Wei Lu RALM HILM KELM 29 6 0 19 Oct 2023
Dont Add, dont Miss: Effective Content Preserving Generation from Pre-Selected Text Spans Aviv Slobodkin Avi Caciularu Eran Hirsch Ido Dagan 20 3 0 13 Oct 2023
InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining Wei Ping Ming-Yu Liu Lawrence C. McAfee Peng Xu Bo Li M. Shoeybi Bryan Catanzaro RALM 16 47 0 11 Oct 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Jindong Wang Xing Xie Zheng-Wei Zhang Yue Zhang HILM KELM 51 185 0 11 Oct 2023
A Long Way to Go: Investigating Length Correlations in RLHF Prasann Singhal Tanya Goyal Jiacheng Xu Greg Durrett 44 143 0 05 Oct 2023
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation Tu Vu Mohit Iyyer Xuezhi Wang Noah Constant Jerry W. Wei ... Chris Tar Yun-hsuan Sung Denny Zhou Quoc Le Thang Luong KELM HILM LRM 36 189 0 05 Oct 2023
Retrieval meets Long Context Large Language Models Peng Xu Ming-Yu Liu Xianchao Wu Lawrence C. McAfee Chen Zhu Zihan Liu Sandeep Subramanian Evelina Bakhturina M. Shoeybi Bryan Catanzaro RALM LRM 14 82 0 04 Oct 2023
RA-DIT: Retrieval-Augmented Dual Instruction Tuning Xi Lin Xilun Chen Mingda Chen Weijia Shi Maria Lomeli ... Jacob Kahn Gergely Szilvasy Mike Lewis Luke Zettlemoyer Scott Yih RALM 47 133 0 02 Oct 2023
TIGERScore: Towards Building Explainable Metric for All Text Generation Tasks Dongfu Jiang Yishan Li Ge Zhang Wenhao Huang Bill Yuchen Lin Wenhu Chen ALM 37 58 0 01 Oct 2023
Benchmarking Cognitive Biases in Large Language Models as Evaluators Ryan Koo Minhwa Lee Vipul Raheja Jong Inn Park Zae Myung Kim Dongyeop Kang ALM 43 76 0 29 Sep 2023
Investigating Answerability of LLMs for Long-Form Question Answering Meghana Moorthy Bhat Rui Meng Ye Liu Yingbo Zhou Semih Yavuz 24 10 0 15 Sep 2023
ExpertQA: Expert-Curated Questions and Attributed Answers Chaitanya Malaviya Subin Lee Sihao Chen Elizabeth Sieber Mark Yatskar Dan Roth ELM HILM 33 52 0 14 Sep 2023
Detecting ChatGPT: A Survey of the State of Detecting ChatGPT-Generated Text Mahdi Dhaini Wessel Poelman Ege Erdogan DeLMO 51 12 0 14 Sep 2023
DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping Yongrui Chen Haiyun Jiang Xinting Huang Shuming Shi Guilin Qi SyDa 10 11 0 11 Sep 2023
FOLLOWUPQG: Towards Information-Seeking Follow-up Question Generation Yan Meng Liangming Pan Yixin Cao Min-Yen Kan LRM 38 11 0 10 Sep 2023
Towards Reliable and Fluent Large Language Models: Incorporating Feedback Learning Loops in QA Systems Dongyub Lee Taesun Whang Chanhee Lee Heuiseok Lim KELM 24 9 0 08 Sep 2023
HopPG: Self-Iterative Program Generation for Multi-Hop Question Answering over Heterogeneous Knowledge Yingyao Wang Yongwei Zhou Chaoqun Duan Junwei Bao T. Zhao 20 3 0 22 Aug 2023
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning Yun Luo Zhen Yang Fandong Meng Yafu Li Jie Zhou Yue Zhang CLL KELM 43 282 0 17 Aug 2023
RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models Jie Huang Ming-Yu Liu Peng Xu M. Shoeybi Kevin Chen-Chuan Chang Bryan Catanzaro RALM 35 33 0 15 Aug 2023
3D-EX : A Unified Dataset of Definitions and Dictionary Examples F. Almeman Hadi Sheikhi Luis Espinosa-Anke 16 1 0 06 Aug 2023
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution Ehsan Kamalloo A. Jafari Xinyu Crystina Zhang Nandan Thakur Jimmy J. Lin 32 42 0 31 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Mian OffRL 70 538 0 12 Jul 2023
CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care Tong Xiang Liangzhi Li Wangyue Li Min‐Jun Bai Lu Wei Bowen Wang Noa Garcia 39 5 0 04 Jul 2023
Let Me Teach You: Pedagogical Foundations of Feedback for Language Models Beatriz Borges Niket Tandon Tanja Kaser Antoine Bosselut 27 4 0 01 Jul 2023
How About Kind of Generating Hedges using End-to-End Neural Models? Alafate Abulimiti Chloé Clavel Justine Cassell 27 4 0 26 Jun 2023
WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences Xiao Liu Hanyu Lai Hao Yu Yifan Xu Aohan Zeng Zhengxiao Du Peng Zhang Yuxiao Dong Jie Tang 17 97 0 13 Jun 2023
Towards a Robust Detection of Language Model Generated Text: Is ChatGPT that Easy to Detect? Wissam Antoun Virginie Mouilleron Benoît Sagot Djamé Seddah DeLMO 24 33 0 09 Jun 2023
Revealing the Blind Spot of Sentence Encoder Evaluation by HEROS Cheng-Han Chiang Yung-Sung Chuang James R. Glass Hung-yi Lee AI4TS 34 3 0 08 Jun 2023
Benchmarking Foundation Models with Language-Model-as-an-Examiner Yushi Bai Jiahao Ying Yixin Cao Xin Lv Yuze He ... Yijia Xiao Haozhe Lyu Jiayin Zhang Juanzi Li Lei Hou ALM ELM 47 136 0 07 Jun 2023
Information Flow Control in Machine Learning through Modular Model Architecture Trishita Tiwari Suchin Gururangan Chuan Guo Weizhe Hua Sanjay Kariyappa Udit Gupta Wenjie Xiong Kiwan Maeng Hsien-Hsin S. Lee G. E. Suh 21 6 0 05 Jun 2023
Red Teaming Language Model Detectors with Language Models Zhouxing Shi Yihan Wang Fan Yin Xiangning Chen Kai-Wei Chang Cho-Jui Hsieh DeLMO 22 50 0 31 May 2023
Concise Answers to Complex Questions: Summarization of Long-form Answers Abhilash Potluri Fangyuan Xu Eunsol Choi ELM 34 11 0 30 May 2023
KEYword based Sampling (KEYS) for Large Language Models V. JyothirS Zuhaib Akhtar 12 1 0 30 May 2023
A Critical Evaluation of Evaluations for Long-form Question Answering Fangyuan Xu Yixiao Song Mohit Iyyer Eunsol Choi ELM 37 97 0 29 May 2023
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking Jiaqi Bai Hongcheng Guo Jiaheng Liu Jian Yang Xinnian Liang Zhao Yan Zhoujun Li RALM 34 14 0 29 May 2023
Plug-and-Play Document Modules for Pre-trained Models Chaojun Xiao Zhengyan Zhang Xu Han Chi-Min Chan Yankai Lin Zhiyuan Liu Xiangyang Li Zhonghua Li Bo Zhao Maosong Sun KELM 34 5 0 28 May 2023
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text Xianjun Yang Wei Cheng Yue Wu Linda R. Petzold William Yang Wang Haifeng Chen DeLMO 39 87 0 27 May 2023
Revisiting Sentence Union Generation as a Testbed for Text Consolidation Eran Hirsch Valentina Pyatkin Ruben Wolhandler Avi Caciularu Asi Shefer Ido Dagan MoMe 26 6 0 24 May 2023