Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering

2 July 2020

Papers citing "Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering"

50 / 747 papers shown

Title
Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP Omar Khattab Keshav Santhanam Xiang Lisa Li David Leo Wright Hall Percy Liang Christopher Potts Matei A. Zaharia RALM KELM 44 247 0 28 Dec 2022
Parallel Context Windows for Large Language Models Nir Ratner Yoav Levine Yonatan Belinkov Ori Ram Inbal Magar Omri Abend Ehud D. Karpas Amnon Shashua Kevin Leyton-Brown Y. Shoham RALM 25 70 0 21 Dec 2022
Multi-hop Evidence Retrieval for Cross-document Relation Extraction Keming Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen LRM 30 11 0 21 Dec 2022
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories Alex Troy Mallen Akari Asai Victor Zhong Rajarshi Das Daniel Khashabi Hannaneh Hajishirzi RALM HILM KELM 64 524 0 20 Dec 2022
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering Dheeru Dua Emma Strubell Sameer Singh Pat Verga OOD 47 3 0 20 Dec 2022
HINT: Hypernetwork Instruction Tuning for Efficient Zero- & Few-Shot Generalisation Hamish Ivison Akshita Bhagia Yizhong Wang Hannaneh Hajishirzi Matthew E. Peters 48 16 0 20 Dec 2022
Defending Against Disinformation Attacks in Open-Domain Question Answering Orion Weller Aleem Khan Nathaniel Weir Dawn J Lawrie Benjamin Van Durme AAML 76 4 0 20 Dec 2022
Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks Kaiser Sun Peng Qi Yuhao Zhang Lan Liu William Yang Wang Zhiheng Huang 24 7 0 19 Dec 2022
DSI++: Updating Transformer Memory with New Documents Sanket Vaibhav Mehta Jai Gupta Yi Tay Mostafa Dehghani Vinh Q. Tran J. Rao Marc Najork Emma Strubell Donald Metzler CLL 32 39 0 19 Dec 2022
One Embedder, Any Task: Instruction-Finetuned Text Embeddings Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Wen-tau Yih Noah A. Smith Luke Zettlemoyer Tao Yu 27 282 0 19 Dec 2022
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments Yu Gu Xiang Deng Yu-Chuan Su LLMAG 42 52 0 19 Dec 2022
Visconde: Multi-document QA with GPT-3 and Neural Reranking Jayr Alencar Pereira R. Fidalgo R. Lotufo Rodrigo Nogueira BDL RALM 29 31 0 19 Dec 2022
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model Parishad BehnamGhader Santiago Miret Siva Reddy ReLM LRM 24 36 0 18 Dec 2022
Towards leveraging latent knowledge and Dialogue context for real-world conversational question answering Shaomu Tan Denis Paperno RALM 23 0 0 17 Dec 2022
Self-Prompting Large Language Models for Zero-Shot Open-Domain QA Junlong Li Jinyuan Wang Zhuosheng Zhang Hai Zhao LRM 39 32 0 16 Dec 2022
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference Michiel de Jong Yury Zemlyanskiy Joshua Ainslie Nicholas FitzGerald Sumit Sanghai Fei Sha William W. Cohen VLM 23 32 0 15 Dec 2022
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers Kun Zhou Xiao Liu Yeyun Gong Wayne Xin Zhao Daxin Jiang Nan Duan Ji-Rong Wen 32 16 0 15 Dec 2022
Structured Prompting: Scaling In-Context Learning to 1,000 Examples Y. Hao Yutao Sun Li Dong Zhixiong Han Yuxian Gu Furu Wei LRM 24 70 0 13 Dec 2022
Document-Level Abstractive Summarization Gonçalo Raposo Afonso Raposo Ana Sofia Carmo 27 1 0 06 Dec 2022
Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration Feng Nie Meixi Chen Zhirui Zhang Xuan Cheng 24 32 0 05 Dec 2022
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer Zhengbao Jiang Luyu Gao Jun Araki Haibo Ding Zhiruo Wang Jamie Callan Graham Neubig RALM 27 40 0 05 Dec 2022
Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation Faeze Brahman Baolin Peng Michel Galley Sudha Rao Bill Dolan Snigdha Chaturvedi Jianfeng Gao HILM 22 4 0 04 Dec 2022
Named Entity and Relation Extraction with Multi-Modal Retrieval Xinyu Wang Jiong Cai Yong-jia Jiang Pengjun Xie Kewei Tu Wei Lu 31 51 0 03 Dec 2022
CREPE: Open-Domain Question Answering with False Presuppositions Xinyan Velocity Yu Sewon Min Luke Zettlemoyer Hannaneh Hajishirzi 22 45 0 30 Nov 2022
Diverse Multi-Answer Retrieval with Determinantal Point Processes Poojitha Nandigam Nikhil Rayaprolu Manish Shrivastava 27 1 0 29 Nov 2022
Can Open-Domain QA Reader Utilize External Knowledge Efficiently like Humans? Neeraj Varshney Man Luo Chitta Baral RALM 21 11 0 23 Nov 2022
Bipartite-play Dialogue Collection for Practical Automatic Evaluation of Dialogue Systems Shiki Sato Yosuke Kishinami Hiroaki Sugiyama Reina Akama Ryoko Tokuhisa Jun Suzuki 21 2 0 19 Nov 2022
FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering Akhil Kedia Mohd Abbas Zaidi Haejun Lee 27 10 0 18 Nov 2022
Open-Domain Conversational Question Answering with Historical Answers Hung-Chieh Fang Kuo-Han Hung Chao-Wei Huang Yun-Nung (Vivian) Chen RALM 18 9 0 17 Nov 2022
PromptCap: Prompt-Guided Task-Aware Image Captioning Yushi Hu Hang Hua Zhengyuan Yang Weijia Shi Noah A. Smith Jiebo Luo 51 101 0 15 Nov 2022
A Survey for Efficient Open Domain Question Answering Qin Zhang Shan Chen Dongkuan Xu Qingqing Cao Xiaojun Chen Trevor Cohn Meng Fang 28 33 0 15 Nov 2022
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 24 123 0 11 Nov 2022
The CRINGE Loss: Learning what language not to model Leonard Adolphs Tianyu Gao Jing Xu Kurt Shuster Sainbayar Sukhbaatar Jason Weston MU 28 35 0 10 Nov 2022
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces Jiahang Cao Jinyuan Fang Zaiqiao Meng Shangsong Liang 31 60 0 07 Nov 2022
Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models Shujian Zhang Chengyue Gong Xingchao Liu RALM 51 6 0 02 Nov 2022
When Language Model Meets Private Library Daoguang Zan Bei Chen Zeqi Lin Bei Guan Yongji Wang Jian-Guang Lou ALM 74 71 0 31 Oct 2022
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks Yuxiang Wu Yu Zhao Baotian Hu Pasquale Minervini Pontus Stenetorp Sebastian Riedel RALM KELM 51 43 0 30 Oct 2022
QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation Krishna Srinivasan K. Raman Anupam Samanta Ling-Yen Liao L. Bertelli Michael Bendersky RALM LRM 36 20 0 27 Oct 2022
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence Hung-Ting Chen Michael J.Q. Zhang Eunsol Choi RALM HILM 47 92 0 25 Oct 2022
Bridging the Training-Inference Gap for Dense Phrase Retrieval Gyuwan Kim Jinhyuk Lee Barlas Oğuz Wenhan Xiong Yizhe Zhang Yashar Mehdad William Yang Wang 45 2 0 25 Oct 2022
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach Wenhao Yu Chenguang Zhu Zhihan Zhang Shuohang Wang Zhuosheng Zhang Yuwei Fang Meng Jiang LRM ReLM 15 19 0 23 Oct 2022
Knowledge Transfer from Answer Ranking to Answer Generation Matteo Gabburo Rik Koncel-Kedziorski Siddhant Garg Luca Soldaini Alessandro Moschitti 33 7 0 23 Oct 2022
Improving Chinese Named Entity Recognition by Search Engine Augmentation Qinghua Mao Jiatong Li Kui Meng 11 1 0 23 Oct 2022
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge Kaixin Ma Hao Cheng Xiaodong Liu Eric Nyberg Jianfeng Gao LRM 144 15 0 22 Oct 2022
WikiWhy: Answering and Explaining Cause-and-Effect Questions Matthew Ho Aditya Sharma Justin Chang Michael Stephen Saxon Sharon Levy Yujie Lu William Yang Wang ReLM KELM LRM 64 16 0 21 Oct 2022
Decoding a Neural Retriever's Latent Space for Query Suggestion Leonard Adolphs Michelle Chen Huebscher Christian Buck Sertan Girgin Olivier Bachem Massimiliano Ciaramita Thomas Hofmann RALM 21 8 0 21 Oct 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval Kun Zhou Yeyun Gong Xiao Liu Wayne Xin Zhao Yelong Shen ... Jing Lu Rangan Majumder Ji-Rong Wen Nan Duan Weizhu Chen 42 33 0 21 Oct 2022
MBTI Personality Prediction for Fictional Characters Using Movie Scripts Yisi Sang Xiangyang Mou Mo Yu Dakuo Wang Jing Li Jeffrey Stanton 32 17 0 20 Oct 2022
Towards Summary Candidates Fusion Mathieu Ravaut Chenyu You Nancy F. Chen 32 14 0 17 Oct 2022
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training A. M. H. Tiong Junnan Li Boyang Albert Li Silvio Savarese Guosheng Lin MLLM 37 101 0 17 Oct 2022