A Discrete Hard EM Approach for Weakly Supervised Question Answering

11 September 2019

Luke Zettlemoyer

Papers citing "A Discrete Hard EM Approach for Weakly Supervised Question Answering"

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Title
PhantomWiki: On-Demand Datasets for Reasoning and Retrieval Evaluation Albert Gong Kamilė Stankevičiūtė Chao-gang Wan Anmol Kabra Raphael Thesmar Johann Lee Julius Klenke Carla P. Gomes Kilian Q. Weinberger RALM LRM 64 0 0 27 Feb 2025
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation Pengcheng Jiang Lang Cao Ruike Zhu Minhao Jiang Yunyi Zhang Jiashuo Sun Jiawei Han RALM 88 0 0 16 Feb 2025
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection Yufei Huang Xu Han Maosong Sun 36 0 0 12 Aug 2024
Infusing Environmental Captions for Long-Form Video Language Grounding Hyogun Lee Soyeon Hong Mujeen Sung Jinwoo Choi 50 0 0 05 Aug 2024
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG Systems Florin Cuconasu Giovanni Trappolini Nicola Tonellotto Fabrizio Silvestri 53 2 0 21 Jun 2024
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities Zhonghao Li Xuming Hu Aiwei Liu Kening Zheng S. Huang Hui Xiong RALM 115 8 0 17 Jun 2024
CtrlA: Adaptive Retrieval-Augmented Generation via Probe-Guided Control Huanshuo Liu Hao Zhang Zhijiang Guo Kuicai Dong Xiangyang Li Yi Quan Lee Cong Zhang Yong-jin Liu 3DV 45 1 0 29 May 2024
Cross-lingual Contextualized Phrase Retrieval Huayang Li Deng Cai Zhi Qu Qu Cui Hidetaka Kamigaito Lemao Liu Taro Watanabe 34 0 0 25 Mar 2024
Retrieval is Accurate Generation Bowen Cao Deng Cai Leyang Cui Xuxin Cheng Wei Bi Yuexian Zou Shuming Shi 40 6 0 27 Feb 2024
Training Table Question Answering via SQL Query Decomposition Raphael Mouravieff Benjamin Piwowarski Sylvain Lamprier ReLM LMTD 46 0 0 19 Feb 2024
Surpassing GPT-4 Medical Coding with a Two-Stage Approach Zhichao Yang S. S. Batra Joel Stremmel Eran Halperin ELM 40 5 0 22 Nov 2023
SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models Shicheng Liu Jialiang Xu Wesley Tjangnaka Sina J. Semnani Chen Jie Yu Monica S. Lam 39 4 0 16 Nov 2023
Ever: Mitigating Hallucination in Large Language Models through Real-Time Verification and Rectification Haoqiang Kang Juntong Ni Huaxiu Yao HILM LRM 32 34 0 15 Nov 2023
Perturbation-based Active Learning for Question Answering Fan Luo Mihai Surdeanu 24 0 0 04 Nov 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 176 647 0 17 Oct 2023
Around the GLOBE: Numerical Aggregation Question-Answering on Heterogeneous Genealogical Knowledge Graphs with Deep Neural Networks Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech 21 1 0 30 Jul 2023
Chain-of-Questions Training with Latent Answers for Robust Multistep Question Answering Wang Zhu Jesse Thomason Robin Jia BDL LRM 30 6 0 24 May 2023
MADNet: Maximizing Addressee Deduction Expectation for Multi-Party Conversation Generation Jia-Chen Gu Chao-Hong Tan Caiyuan Chu Zhen-Hua Ling Chongyang Tao Quan Liu Cong Liu 16 6 0 22 May 2023
A Framework for Bidirectional Decoding: Case Study in Morphological Inflection Marc E. Canby J. Hockenmaier 30 2 0 21 May 2023
EM Pre-training for Multi-party Dialogue Response Generation Yiyang Li Hai Zhao 34 11 0 21 May 2023
From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning Qian Liu Fan Zhou Zhengbao Jiang Longxu Dou Min Lin 18 17 0 17 Apr 2023
Bridge the Gap between Language models and Tabular Understanding Nuo Chen Linjun Shou Ming Gong Jian Pei Chenyu You Jianhui Chang Daxin Jiang Jia Li LMTD 29 6 0 16 Feb 2023
WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning Wenhao Wu Wei Li Xinyan Xiao Jiachen Liu Sujian Li Yajuan Lv HILM 31 4 0 20 Dec 2022
Chaining Simultaneous Thoughts for Numerical Reasoning Zhihong Shao Fei Huang Minlie Huang AIMat AI4CE 19 18 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
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
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples Yilun Zhao Linyong Nan Zhenting Qi Rui Zhang Dragomir R. Radev ReLM LMTD LRM 55 36 0 22 Oct 2022
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
Artificial Intelligence and Natural Language Processing and Understanding in Space: A Methodological Framework and Four ESA Case Studies José Manuél Gómez-Pérez Andrés García-Silva R. Leone M. Albani Moritz Fontaine C. Poncet L. Summerer A. Donati Ilaria Roma Stefano Scaglioni 21 1 0 07 Oct 2022
SpaceQA: Answering Questions about the Design of Space Missions and Space Craft Concepts Andrés García-Silva Cristian Berrío José Manuél Gómez-Pérez J. Martínez-Heras A. Donati Ilaria Roma 33 6 0 07 Oct 2022
Elaboration-Generating Commonsense Question Answering at Scale Wenya Wang Vivek Srikumar Hannaneh Hajishirzi Noah A. Smith ELM LRM 40 15 0 02 Sep 2022
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect Naihao Deng Yulong Chen Yue Zhang 32 46 0 22 Aug 2022
Neural Knowledge Bank for Pretrained Transformers Damai Dai Wen-Jie Jiang Qingxiu Dong Yajuan Lyu Qiaoqiao She Zhifang Sui KELM 32 21 0 31 Jul 2022
A Survey on Table Question Answering: Recent Advances Nengzheng Jin Joanna Siebert Dongfang Li Qingcai Chen LMTD 52 42 0 12 Jul 2022
PReGAN: Answer Oriented Passage Ranking with Weakly Supervised GAN Pan Du J. Nie Yutao Zhu Hao Jiang Lixin Zou Xiaohui Yan 139 3 0 05 Jul 2022
Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions Ansong Ni J. Inala Chenglong Wang Oleksandr Polozov Christopher Meek Dragomir R. Radev Jianfeng Gao ReLM AIMat LRM 19 42 0 28 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
Unsupervised Slot Schema Induction for Task-oriented Dialog Dian Yu Mingqiu Wang Yuan Cao Izhak Shafran Laurent El Shafey H. Soltau 38 13 0 09 May 2022
What If: Generating Code to Answer Simulation Questions G. Peretz Kira Radinsky 26 3 0 16 Apr 2022
Creating Multimedia Summaries Using Tweets and Videos Anietie U Andy Siyi Liu Daphne Ippolito Reno Kriz Chris Callison-Burch Derry Wijaya 25 0 0 16 Mar 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
Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation Yuyan Chen Yanghua Xiao Bang Liu 14 16 0 13 Jan 2022
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks Akari Asai Matt Gardner Hannaneh Hajishirzi RALM 23 45 0 16 Dec 2021
From Good to Best: Two-Stage Training for Cross-lingual Machine Reading Comprehension Nuo Chen Linjun Shou Ming Gong Jian Pei Daxin Jiang 32 16 0 09 Dec 2021
Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation Chen Zhao Chenyan Xiong Jordan L. Boyd-Graber Hal Daumé RALM 29 9 0 10 Oct 2021
Encoder Adaptation of Dense Passage Retrieval for Open-Domain Question Answering Minghan Li Jimmy J. Lin AI4CE 30 9 0 04 Oct 2021
Relation-Guided Pre-Training for Open-Domain Question Answering Ziniu Hu Yizhou Sun Kai-Wei Chang RALM OnRL 34 6 0 21 Sep 2021
SPARQLing Database Queries from Intermediate Question Decompositions Irina Saparina A. Osokin 21 14 0 13 Sep 2021
What's in a Name? Answer Equivalence For Open-Domain Question Answering Chenglei Si Chen Zhao Jordan L. Boyd-Graber 151 35 0 11 Sep 2021
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories David Wilmot Frank Keller RALM KELM 24 21 0 08 Sep 2021