ELI5: Long Form Question Answering

22 July 2019

Angela Fan

Jason Weston

Papers citing "ELI5: Long Form Question Answering"

50 / 399 papers shown

Title
CaLMQA: Exploring culturally specific long-form question answering across 23 languages Shane Arora Marzena Karpinska Hung-Ting Chen Ipsita Bhattacharjee Mohit Iyyer Eunsol Choi HILM 52 11 0 25 Jun 2024
Losing Visual Needles in Image Haystacks: Vision Language Models are Easily Distracted in Short and Long Contexts Aditya Sharma Michael Saxon William Yang Wang VLM 44 2 0 24 Jun 2024
Ragnarök: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation Track Ronak Pradeep Nandan Thakur Sahel Sharifymoghaddam Eric Zhang Ryan Nguyen Daniel Campos Nick Craswell Jimmy Lin 48 12 0 24 Jun 2024
Investigating the Influence of Prompt-Specific Shortcuts in AI Generated Text Detection Choonghyun Park Hyuhng Joon Kim Junyeob Kim Youna Kim Taeuk Kim Hyunsoo Cho Hwiyeol Jo Sang-goo Lee Kang Min Yoo AAML 46 1 0 24 Jun 2024
Towards Fine-Grained Citation Evaluation in Generated Text: A Comparative Analysis of Faithfulness Metrics Weijia Zhang Mohammad Aliannejadi Yifei Yuan Jiahuan Pei Jia-Hong Huang Evangelos Kanoulas HILM 31 12 0 21 Jun 2024
Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation Yuanjie Lyu Zihan Niu Zheyong Xie Chao Zhang Tong Xu Yang Wang Enhong Chen RALM 36 9 0 21 Jun 2024
FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering Tianchi Cai Zhiwen Tan Xierui Song Tao Sun Jiyan Jiang Yunqi Xu Yinger Zhang Jinjie Gu 32 5 0 19 Jun 2024
Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation Jirui Qi Gabriele Sarti Raquel Fernández Arianna Bisazza RALM 45 6 0 19 Jun 2024
ALiiCE: Evaluating Positional Fine-grained Citation Generation Yilong Xu Jinhua Gao Xiaoming Yu Baolong Bi Huawei Shen Xueqi Cheng HILM 31 6 0 19 Jun 2024
Towards Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language Models Akchay Srivastava Atif Memon ELM 48 1 0 19 Jun 2024
Learning to Generate Answers with Citations via Factual Consistency Models Rami Aly Zhiqiang Tang Samson Tan George Karypis HILM 42 5 0 19 Jun 2024
LightPAL: Lightweight Passage Retrieval for Open Domain Multi-Document Summarization Masafumi Enomoto Kunihiro Takeoka Kosuke Akimoto Kiril Gashteovski Masafumi Oyamada RALM 32 1 0 18 Jun 2024
EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems Mohammad Dehghan Mohammad Ali Alomrani Sunyam Bagga David Alfonso-Hermelo Khalil Bibi ... Jimmy Lin Boxing Chen Prasanna Parthasarathi Mahdi Biparva Mehdi Rezagholizadeh RALM 58 5 0 14 Jun 2024
Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges Abhilasha Sancheti Koustava Goswami Balaji Vasan Srinivasan RALM 30 1 0 11 Jun 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models Seungone Kim Juyoung Suk Ji Yong Cho Shayne Longpre Chaeeun Kim ... Sean Welleck Graham Neubig Moontae Lee Kyungjae Lee Minjoon Seo ELM ALM LM&MA 107 33 0 09 Jun 2024
Venn Diagram Prompting : Accelerating Comprehension with Scaffolding Effect Sakshi Mahendru Tejul Pandit 38 0 0 08 Jun 2024
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation I-Hung Hsu Zifeng Wang Long T. Le Lesly Miculicich Nanyun Peng Chen-Yu Lee Tomas Pfister HILM 42 4 0 08 Jun 2024
A Survey of Useful LLM Evaluation Ji-Lun Peng Sijia Cheng Egil Diau Yung-Yu Shih Po-Heng Chen Yen-Ting Lin Yun-Nung Chen LLMAG ELM 34 12 0 03 Jun 2024
Pretrained Hybrids with MAD Skills Nicholas Roberts Samuel Guo Zhiqi Gao Satya Sai Srinath Namburi Sonia Cromp Chengjun Wu Chengyu Duan Frederic Sala Mamba 42 0 0 02 Jun 2024
Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark Hongliu Cao AI4TS 35 11 0 27 May 2024
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges Jonas Becker Jan Philip Wahle Bela Gipp Terry Ruas 35 9 0 24 May 2024
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings R. Reddy Omar Attia Yunyao Li Heng Ji Saloni Potdar 40 1 0 23 May 2024
Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling Shuaipeng Li Penghao Zhao Hailin Zhang Xingwu Sun Hao Wu ... Zheng Fang Jinbao Xue Yangyu Tao Bin Cui Di Wang 38 7 0 23 May 2024
WaterPool: A Watermark Mitigating Trade-offs among Imperceptibility, Efficacy and Robustness Baizhou Huang Xiaojun Wan 37 1 0 22 May 2024
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research Jiajie Jin Yutao Zhu Xinyu Yang Chenghao Zhang Zhicheng Dou Chenghao Zhang Tong Zhao Zhao Yang Zhicheng Dou Ji-Rong Wen VLM 85 51 0 22 May 2024
Atomic Self-Consistency for Better Long Form Generations Raghuveer Thirukovalluru Yukun Huang Bhuwan Dhingra 32 5 0 21 May 2024
OLAPH: Improving Factuality in Biomedical Long-form Question Answering Minbyul Jeong Hyeon Hwang Chanwoong Yoon Taewhoo Lee Jaewoo Kang MedIm HILM LM&MA 48 12 0 21 May 2024
FinTextQA: A Dataset for Long-form Financial Question Answering Jian Chen Peilin Zhou Yining Hua Yingxin Loh Kehui Chen Ziyuan Li Bing Zhu Junwei Liang 37 12 0 16 May 2024
On the Evaluation of Machine-Generated Reports James Mayfield Eugene Yang Dawn J Lawrie Sean MacAvaney Paul McNamee ... Orion Weller Efsun Kayi Kate Sanders Marc Mason Noah Hibbler ALM 109 12 0 02 May 2024
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models Alireza Salemi Hamed Zamani 38 4 0 30 Apr 2024
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers Ran Xu Wenqi Shi Yue Yu Yuchen Zhuang Yanqiao Zhu M. D. Wang Joyce C. Ho Chao Zhang Carl Yang LM&MA 40 19 0 29 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 84 47 0 23 Apr 2024
The Branch Not Taken: Predicting Branching in Online Conversations Shai Meital Lior Rokach Roman Vainshtein Nir Grinberg 26 0 0 21 Apr 2024
AdvisorQA: Towards Helpful and Harmless Advice-seeking Question Answering with Collective Intelligence Minbeom Kim Hwanhee Lee Joonsuk Park Hwaran Lee Kyomin Jung 40 2 0 18 Apr 2024
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents Liyan Tang Philippe Laban Greg Durrett HILM SyDa 43 78 0 16 Apr 2024
Groundedness in Retrieval-augmented Long-form Generation: An Empirical Study Alessandro Stolfo RALM HILM 36 6 0 10 Apr 2024
Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation Ruotong Pan Boxi Cao Hongyu Lin Xianpei Han Jia Zheng Sirui Wang Xunliang Cai Le Sun 42 9 0 10 Apr 2024
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders Parishad BehnamGhader Vaibhav Adlakha Marius Mosbach Dzmitry Bahdanau Nicolas Chapados Siva Reddy 53 185 0 09 Apr 2024
Know When To Stop: A Study of Semantic Drift in Text Generation Ava Spataru Eric Hambro Elena Voita Nicola Cancedda 37 3 0 08 Apr 2024
Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving Gulsum Yigit M. Amasyalı AIMat 52 1 0 05 Apr 2024
Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data Jingyu Zhang Marc Marone Tianjian Li Benjamin Van Durme Daniel Khashabi 93 9 0 05 Apr 2024
Learning to Plan and Generate Text with Citations Constanza Fierro Reinald Kim Amplayo Fantine Huot Nicola De Cao Joshua Maynez Shashi Narayan Mirella Lapata 37 18 0 04 Apr 2024
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systems Sara Rosenthal Avirup Sil Radu Florian Salim Roukos 56 11 0 02 Apr 2024
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts Zhuo Chen Xinyu Wang Yong-jia Jiang Pengjun Xie Fei Huang Kewei Tu RALM 29 2 0 02 Apr 2024
LUQ: Long-text Uncertainty Quantification for LLMs Caiqi Zhang Fangyu Liu Marco Basaldella Nigel Collier HILM 58 24 0 29 Mar 2024
Improving Attributed Text Generation of Large Language Models via Preference Learning Dongfang Li Zetian Sun Baotian Hu Zhenyu Liu Xinshuo Hu Xuebo Liu Min Zhang 53 13 0 27 Mar 2024
TrustAI at SemEval-2024 Task 8: A Comprehensive Analysis of Multi-domain Machine Generated Text Detection Techniques Ashok Urlana Aditya Saibewar B. Garlapati Charaka Vinayak Kumar Ajeet Kumar Singh S. Chalamala DeLMO 43 1 0 25 Mar 2024
Multi-Review Fusion-in-Context Aviv Slobodkin Ori Shapira Ran Levy Ido Dagan 143 1 0 22 Mar 2024
Towards Better Statistical Understanding of Watermarking LLMs Zhongze Cai Shang Liu Hanzhao Wang Huaiyang Zhong Xiaocheng Li 18 6 0 19 Mar 2024
PERL: Parameter Efficient Reinforcement Learning from Human Feedback Hakim Sidahmed Samrat Phatale Alex Hutcheson Zhuonan Lin Zhan Chen ... Jessica Hoffmann Hassan Mansoor Wei Li Abhinav Rastogi Lucas Dixon 38 2 0 15 Mar 2024