Visconde: Multi-document QA with GPT-3 and Neural Reranking

19 December 2022

Papers citing "Visconde: Multi-document QA with GPT-3 and Neural Reranking"

28 / 28 papers shown

Title
FinQAPT: Empowering Financial Decisions with End-to-End LLM-driven Question Answering Pipeline Kuldeep Singh Simerjot Kaur Charese Smiley AIFin 31 2 0 17 Oct 2024
Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large Language Models Shayekh Bin Islam Md Asib Rahman K S M Tozammel Hossain Enamul Hoque Chenyu You Md. Rizwan Parvez RALM AIFin LRM VLM 42 13 0 02 Oct 2024
Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering Tiezheng Guo Chen Wang Yanyi Liu Jiawei Tang Pan Li Sai Xu Qingwen Yang Xianlin Gao Zhi Li Yingyou Wen RALM 37 1 0 06 Aug 2024
DR-RAG: Applying Dynamic Document Relevance to Retrieval-Augmented Generation for Question-Answering Zijian Hei Weiling Liu Wenjie Ou Juyi Qiao Junming Jiao Guowen Song Ting Tian Yi Lin RALM 46 5 0 11 Jun 2024
Characterizing LLM Abstention Behavior in Science QA with Context Perturbations Bingbing Wen Bill Howe Lucy Lu Wang 28 8 0 18 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 26 2 0 02 Apr 2024
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity Soyeong Jeong Jinheon Baek Sukmin Cho Sung Ju Hwang Jong C. Park RALM 28 139 0 21 Mar 2024
Towards Self-Contained Answers: Entity-Based Answer Rewriting in Conversational Search Ivan Sekulić K. Balog Fabio Crestani KELM 36 4 0 04 Mar 2024
HiQA: A Hierarchical Contextual Augmentation RAG for Massive Documents QA Xinyue Chen Pengyu Gao Jiangjiang Song Xiaoyang Tan 52 2 0 01 Feb 2024
The Chronicles of RAG: The Retriever, the Chunk and the Generator Paulo Finardi Leonardo Avila Rodrigo Castaldoni P. Gengo Celio H. N. Larcher Marcos Piau Pablo B. Costa Vinicius Fernandes Caridá RALM 22 29 0 15 Jan 2024
INACIA: Integrating Large Language Models in Brazilian Audit Courts: Opportunities and Challenges J. Pereira Andre Assumpcao J. Trecenti Luiz Airosa Caio Lente Jhonatan Cléto Guilherme Dobins Rodrigo Nogueira Luis Mitchell R. Lotufo 28 2 0 10 Jan 2024
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering Inderjeet Nair Shwetha Somasundaram Apoorv Saxena Koustava Goswami RALM 29 8 0 22 Nov 2023
LitSumm: Large language models for literature summarisation of non-coding RNAs Andrew Green C. Ribas Nancy Ontiveros-Palacios Sam Griffiths-Jones Anton I. Petrov Alex Bateman Blake Sweeney 29 4 0 06 Nov 2023
MemSum-DQA: Adapting An Efficient Long Document Extractive Summarizer for Document Question Answering Nianlong Gu Yingqiang Gao Richard H. R. Hahnloser RALM 41 0 0 10 Oct 2023
A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4 Katikapalli Subramanyam Kalyan LM&MA AI4CE LRM AILaw ELM 37 224 0 04 Oct 2023
Multimodal Multi-Hop Question Answering Through a Conversation Between Tools and Efficiently Finetuned Large Language Models Hossein Rajabzadeh Suyuchen Wang Hyock Ju Kwon Bang Liu KELM 29 3 0 16 Sep 2023
PDFTriage: Question Answering over Long, Structured Documents Jon Saad-Falcon Joe Barrow Alexa F. Siu A. Nenkova David Seunghyun Yoon Ryan A. Rossi Franck Dernoncourt RALM 24 19 0 16 Sep 2023
Evaluation of Faithfulness Using the Longest Supported Subsequence Anirudh Mittal Timo Schick Mikel Artetxe Jane Dwivedi-Yu ALM 24 0 0 23 Aug 2023
Knowledge Graph Prompting for Multi-Document Question Answering Yu-Chiang Frank Wang Nedim Lipka Ryan A. Rossi Alexa F. Siu Ruiyi Zhang Tyler Derr RALM 31 114 0 22 Aug 2023
Enhancing In-Context Learning with Answer Feedback for Multi-Span Question Answering Zixian Huang Jiaying Zhou Gengyang Xiao Gong Cheng KELM 11 10 0 07 Jun 2023
Zero-Shot Retrieval with Search Agents and Hybrid Environments Michelle Chen Huebscher Christian Buck Massimiliano Ciaramita S. Rothe 32 9 0 30 Sep 2022
Adapting Pretrained Text-to-Text Models for Long Text Sequences Wenhan Xiong Anchit Gupta Shubham Toshniwal Yashar Mehdad Wen-tau Yih RALM VLM 59 30 0 21 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,273 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 395 8,559 0 28 Jan 2022
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,312 0 17 Jan 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 250 677 0 06 Jan 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 213 252 0 04 Jan 2021