Latent Retrieval for Weakly Supervised Open Domain Question Answering

1 June 2019

Papers citing "Latent Retrieval for Weakly Supervised Open Domain Question Answering"

50 / 288 papers shown

Title
Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering Hao Cheng Hao Fang Xiaodong Liu Jianfeng Gao RALM 41 5 0 11 Oct 2022
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig LRM 35 10 0 09 Oct 2022
Enhanced vectors for top-k document retrieval in Question Answering M. Hammad 27 0 0 08 Oct 2022
Using Interventions to Improve Out-of-Distribution Generalization of Text-Matching Recommendation Systems Parikshit Bansal Yashoteja Prabhu Emre Kıcıman Amit Sharma CML OOD 35 0 0 07 Oct 2022
A Unified Encoder-Decoder Framework with Entity Memory Zhihan Zhang Wenhao Yu Chenguang Zhu Meng Jiang 39 11 0 07 Oct 2022
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering Shamane Siriwardhana Rivindu Weerasekera Elliott Wen Tharindu Kaluarachchi R. Rana Suranga Nanayakkara VLM 25 161 0 06 Oct 2022
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks Zhenhailong Wang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen Heng Ji VLM 46 9 0 01 Oct 2022
Variational Open-Domain Question Answering Valentin Liévin Andreas Geert Motzfeldt Ida Riis Jensen Ole Winther OOD BDL 38 8 0 23 Sep 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators Wenhao Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng Jiang RALM AIMat 240 323 0 21 Sep 2022
Generating Persuasive Responses to Customer Reviews with Multi-Source Prior Knowledge in E-commerce Bo Chen Jiayi Liu M. Maimaiti Xing Gao Ji Zhang 25 3 0 20 Sep 2022
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval Kung-Hsiang Huang Chengxiang Zhai Heng Ji HILM LRM 33 17 0 05 Sep 2022
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval Zhen-Quan Tang Benyou Wang Ting Yao VLM 44 14 0 24 Aug 2022
Query-Response Interactions by Multi-tasks in Semantic Search for Chatbot Candidate Retrieval Libin Shi Kai Zhang Wenge Rong 33 3 0 23 Aug 2022
LM-CORE: Language Models with Contextually Relevant External Knowledge Jivat Neet Kaur S. Bhatia Milan Aggarwal Rachit Bansal Balaji Krishnamurthy KELM 22 13 0 12 Aug 2022
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage Kurt Shuster Jing Xu M. Komeili Da Ju Eric Michael Smith ... Naman Goyal Arthur Szlam Y-Lan Boureau Melanie Kambadur Jason Weston LM&Ro KELM 37 235 0 05 Aug 2022
Cross-Lingual QA as a Stepping Stone for Monolingual Open QA in Icelandic Vésteinn Snæbjarnarson H. Einarsson 30 5 0 05 Jul 2022
QA Is the New KR: Question-Answer Pairs as Knowledge Bases Wenhu Chen William W. Cohen Michiel de Jong Nitish Gupta Alessandro Presta Pat Verga John Wieting 29 7 0 01 Jul 2022
Link the World: Improving Open-domain Conversation with Dynamic Spatiotemporal-aware Knowledge Han Zhou Xinchao Xu Wenquan Wu Zheng-Yu Niu Hua Wu Siqi Bao Fan Wang Haifeng Wang KELM 35 7 0 28 Jun 2022
OPERA: Harmonizing Task-Oriented Dialogs and Information Seeking Experience Miaoran Li Baolin Peng Jianfeng Gao Zhu Zhang 76 9 0 24 Jun 2022
Questions Are All You Need to Train a Dense Passage Retriever Devendra Singh Sachan M. Lewis Dani Yogatama Luke Zettlemoyer J. Pineau Manzil Zaheer RALM 34 53 0 21 Jun 2022
An Open-Domain QA System for e-Governance Radu Ion Andrei-Marius Avram Vasile Puaics Maria Mitrofan V. Mititelu Elena Irimia Valentin Badea 19 1 0 16 Jun 2022
Memory-Based Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Christopher D. Manning Chelsea Finn KELM 37 324 0 13 Jun 2022
Language Models are General-Purpose Interfaces Y. Hao Haoyu Song Li Dong Shaohan Huang Zewen Chi Wenhui Wang Shuming Ma Furu Wei MLLM 35 96 0 13 Jun 2022
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering Yuanze Lin Yujia Xie Dongdong Chen Yichong Xu Chenguang Zhu Lu Yuan 52 71 0 02 Jun 2022
Neural Retriever and Go Beyond: A Thesis Proposal Man Luo 37 1 0 31 May 2022
Optimizing Test-Time Query Representations for Dense Retrieval Mujeen Sung Jungsoo Park Jaewoo Kang Danqi Chen Jinhyuk Lee 38 5 0 25 May 2022
QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs S. Amouyal Tomer Wolfson Ohad Rubin Ori Yoran Jonathan Herzig Jonathan Berant RALM VLM 33 21 0 25 May 2022
Re-Examining Calibration: The Case of Question Answering Chenglei Si Chen Zhao Sewon Min Jordan L. Boyd-Graber 67 30 0 25 May 2022
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training Yifan Gao Qingyu Yin Zheng Li Rui Meng Tong Zhao Bing Yin Irwin King M. Lyu RALM 36 20 0 21 May 2022
Down and Across: Introducing Crossword-Solving as a New NLP Benchmark Saurabh Kulshreshtha Olga Kovaleva Namrata Shivagunde Anna Rumshisky ELM LRM 37 4 0 20 May 2022
Table Retrieval May Not Necessitate Table-specific Model Design Zhiruo Wang Zhengbao Jiang Eric Nyberg Graham Neubig LMTD 31 16 0 19 May 2022
Modeling Multi-hop Question Answering as Single Sequence Prediction Semih Yavuz Kazuma Hashimoto Yingbo Zhou N. Keskar Caiming Xiong 43 27 0 18 May 2022
Synthetic Target Domain Supervision for Open Retrieval QA Revanth Reddy Gangi Reddy Bhavani Iyer Md Arafat Sultan Rong Zhang Avirup Sil Vittorio Castelli Radu Florian Salim Roukos OOD 36 12 0 20 Apr 2022
Improving Passage Retrieval with Zero-Shot Question Generation Devendra Singh Sachan M. Lewis Mandar Joshi Armen Aghajanyan Wen-tau Yih J. Pineau Luke Zettlemoyer OOD LRM 33 157 0 15 Apr 2022
Knowledge Infused Decoding Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 28 14 0 06 Apr 2022
Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment Zichao Li Prakhar Sharma Xing Han Lù Jackie C.K. Cheung Siva Reddy HAI 25 26 0 06 Apr 2022
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng VLM 37 17 0 06 Apr 2022
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References Xiang Yue Xiaoman Pan Wenlin Yao Dian Yu Dong Yu Jianshu Chen RALM LRM 16 6 0 16 Mar 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval Canwen Xu Daya Guo Nan Duan Julian McAuley RALM VLM 29 46 0 11 Mar 2022
Read before Generate! Faithful Long Form Question Answering with Machine Reading Dan Su Xiaoguang Li Jindi Zhang Lifeng Shang Xin Jiang Qun Liu Pascale Fung HILM 21 59 0 01 Mar 2022
A Mutually Reinforced Framework for Pretrained Sentence Embeddings Junhan Yang Zheng Liu Shitao Xiao Jianxun Lian Lijun Wu Defu Lian Guangzhong Sun Xing Xie SSL 16 2 0 28 Feb 2022
Retrieval Augmented Classification for Long-Tail Visual Recognition Alex Long Wei Yin Thalaiyasingam Ajanthan Vu-Linh Nguyen Pulak Purkait Ravi Garg Alan Blair Chunhua Shen Anton Van Den Hengel 21 107 0 22 Feb 2022
Retrieval-Augmented Reinforcement Learning Anirudh Goyal A. Friesen Andrea Banino T. Weber Nan Rosemary Ke ... Michal Valko Simon Osindero Timothy Lillicrap N. Heess Charles Blundell OffRL 32 53 0 17 Feb 2022
Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation Jannis Bulian Christian Buck Wojciech Gajewski Benjamin Boerschinger Tal Schuster 31 44 0 15 Feb 2022
Saving Dense Retriever from Shortcut Dependency in Conversational Search Sungdong Kim Gangwoo Kim 25 27 0 15 Feb 2022
Can Open Domain Question Answering Systems Answer Visual Knowledge Questions? Jiawen Zhang Abhijit Mishra Avinesh P.V.S Siddharth Patwardhan Sachin Agarwal 24 0 0 09 Feb 2022
A Survey on Retrieval-Augmented Text Generation Huayang Li Yixuan Su Deng Cai Yan Wang Lemao Liu RALM 69 198 0 02 Feb 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 232 425 0 24 Jan 2022
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access Vilém Zouhar Marius Mosbach Debanjali Biswas Dietrich Klakow KELM 34 4 0 24 Jan 2022
Improving Biomedical Information Retrieval with Neural Retrievers Man Luo Arindam Mitra Tejas Gokhale Chitta Baral 35 33 0 19 Jan 2022