Title
Overview of the TREC 2020 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos 136 389 0 15 Feb 2021
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits Leonid Boytsov Zico Kolter 55 11 0 12 Feb 2021
Fairness Through Regularization for Learning to Rank Nikola Konstantinov Christoph H. Lampert FaML 64 10 0 11 Feb 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 88 49 0 25 Jan 2021
Open-Domain Conversational Search Assistant with Transformers Rafael Ferreira Mariana Leite David Semedo João Magalhães 41 11 0 20 Jan 2021
PGT: Pseudo Relevance Feedback Using a Graph-Based Transformer HongChien Yu Zhuyun Dai Jamie Callan 32 22 0 20 Jan 2021
Studying Catastrophic Forgetting in Neural Ranking Models Jesús Lovón-Melgarejo Laure Soulier K. Pinel-Sauvagnat L. Tamine CLL 122 14 0 18 Jan 2021
Mitigating the Position Bias of Transformer Models in Passage Re-Ranking Sebastian Hofstatter Aldo Lipani Sophia Althammer Markus Zlabinger Allan Hanbury 128 17 0 18 Jan 2021
ComQA:Compositional Question Answering via Hierarchical Graph Neural Networks Bingning Wang Ting Yao Weipeng Chen Jingfang Xu Xiaochuan Wang CoGe 70 6 0 16 Jan 2021
Grid Search Hyperparameter Benchmarking of BERT, ALBERT, and LongFormer on DuoRC Alex John Quijano Sam Nguyen Juanita Ordoñez 55 7 0 15 Jan 2021
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models Ronak Pradeep Rodrigo Nogueira Jimmy J. Lin MoE 132 172 0 14 Jan 2021
Read, Retrospect, Select: An MRC Framework to Short Text Entity Linking Yingjie Gu Xiaoye Qu Zhefeng Wang Baoxing Huai Nicholas Jing Yuan Xiaolin Gui 78 30 0 07 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 363 742 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 277 257 0 04 Jan 2021
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval Omar Khattab Christopher Potts Matei A. Zaharia RALM LRM 97 58 0 02 Jan 2021
Using Natural Language Relations between Answer Choices for Machine Comprehension Rajkumar Pujari Dan Goldwasser 62 5 0 31 Dec 2020
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision Si Sun Yingzhuo Qian Zhenghao Liu Chenyan Xiong Kaitao Zhang Jie Bao Zhiyuan Liu Paul N. Bennett 90 18 0 29 Dec 2020
Dialogue Graph Modeling for Conversational Machine Reading Siru Ouyang Zhuosheng Zhang Hai Zhao 101 42 0 29 Dec 2020
Generating Query Focused Summaries from Query-Free Resources Yumo Xu Mirella Lapata AI4TS 51 34 0 29 Dec 2020
A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification Xiangci Li Gully A. Burns Nanyun Peng MU 79 36 0 28 Dec 2020
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes Nils Reimers Iryna Gurevych 78 60 0 28 Dec 2020
Neural document expansion for ad-hoc information retrieval Chen Tang Andrew O. Arnold VLM 38 3 0 27 Dec 2020
Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval Bhaskar Mitra 83 6 0 21 Dec 2020
Traditional IR rivals neural models on the MS MARCO Document Ranking Leaderboard Leonid Boytsov VLM 58 4 0 15 Dec 2020
Primer AI's Systems for Acronym Identification and Disambiguation Nicholas Egan John Bohannon 55 8 0 14 Dec 2020
EQG-RACE: Examination-Type Question Generation Xin Jia Wenjie Zhou Xu Sun Yunfang Wu AI4Ed 70 40 0 11 Dec 2020
Conformer-Kernel with Query Term Independence at TREC 2020 Deep Learning Track Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 51 4 0 14 Nov 2020
Meaningful Answer Generation of E-Commerce Question-Answering Shen Gao Preslav Nakov Zhaochun Ren Dongyan Zhao Rui Yan 77 43 0 14 Nov 2020
Generating Fact Checking Briefs Angela Fan Aleksandra Piktus Fabio Petroni Guillaume Wenzek Marzieh Saeidi Andreas Vlachos Antoine Bordes Sebastian Riedel HILM 104 59 0 10 Nov 2020
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search Chenyan Xiong Zhenghao Liu Si Sun Zhuyun Dai Kaitao Zhang S. Yu Zhiyuan Liu Hoifung Poon Jianfeng Gao Paul N. Bennett 63 11 0 03 Nov 2020
WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization Md Tahmid Rahman Laskar Enamul Hoque J. Huang RALM 51 36 0 03 Nov 2020
ABNIRML: Analyzing the Behavior of Neural IR Models Sean MacAvaney Sergey Feldman Nazli Goharian Doug Downey Arman Cohan 67 49 0 02 Nov 2020
Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning Jon Ander Campos Kyunghyun Cho Arantxa Otegi Aitor Soroa Etxabe Gorka Azkune Eneko Agirre 64 6 0 01 Nov 2020
CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering Junru Lu Gabriele Pergola Lin Gui Binyang Li Yulan He 45 8 0 01 Nov 2020
A New Neural Search and Insights Platform for Navigating and Organizing AI Research Marzieh Fadaee Olga Gureenkova Fernando Rejon Barrera Carsten Schnober W. Weerkamp Jakub Zavrel 43 7 0 30 Oct 2020
AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization Sayali Kulkarni Sheide Chammas Wan Zhu Fei Sha Eugene Ie RALM 113 53 0 23 Oct 2020
Long Document Ranking with Query-Directed Sparse Transformer Jyun-Yu Jiang Chenyan Xiong Chia-Jung Lee Wei Wang 71 25 0 23 Oct 2020
Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL Yusen Zhang Xiangyu Dong Shuaichen Chang Tao Yu Peng Shi Rui Zhang OOD 93 15 0 23 Oct 2020
Neural Passage Retrieval with Improved Negative Contrast Jing Lu Gustavo Hernández Ábrego Ji Ma Jianmo Ni Yinfei Yang 87 25 0 23 Oct 2020
Scientific Claim Verification with VERT5ERINI Ronak Pradeep Xueguang Ma Rodrigo Nogueira Jimmy J. Lin 75 63 0 22 Oct 2020
Distilling Dense Representations for Ranking using Tightly-Coupled Teachers Sheng-Chieh Lin Jheng-Hong Yang Jimmy J. Lin 79 122 0 22 Oct 2020
Bi-directional Cognitive Thinking Network for Machine Reading Comprehension Wei Peng Yue Hu Luxi Xing Yuqiang Xie Jing Yu Yajing Sun Xiangpeng Wei 59 7 0 20 Oct 2020
CoRT: Complementary Rankings from Transformers Marco Wrzalik D. Krechel 44 10 0 20 Oct 2020
Summary-Oriented Question Generation for Informational Queries Xusen Yin Li Zhou Kevin Small Jonathan May 72 3 0 19 Oct 2020
Knowledge Graph-based Question Answering with Electronic Health Records Junwoo Park Youngwoo Cho Haneol Lee Jaegul Choo Edward Choi 95 35 0 19 Oct 2020
Towards Interpreting BERT for Reading Comprehension Based QA Sahana Ramnath Preksha Nema Deep Sahni Mitesh M. Khapra 94 30 0 18 Oct 2020
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua Wu Haifeng Wang RALM OffRL 270 618 0 16 Oct 2020
Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension Ekta Sood Simon Tannert Diego Frassinelli Andreas Bulling Ngoc Thang Vu HAI 75 57 0 13 Oct 2020
A Wrong Answer or a Wrong Question? An Intricate Relationship between Question Reformulation and Answer Selection in Conversational Question Answering Svitlana Vakulenko Shayne Longpre Zhucheng Tu R. Anantha 60 13 0 13 Oct 2020
Improving Text Generation with Student-Forcing Optimal Transport Guoyin Wang Chunyuan Li Jianqiao Li Hao Fu Yuh-Chen Lin ... Ruiyi Zhang Wenlin Wang Dinghan Shen Qian Yang Lawrence Carin OT 78 18 0 12 Oct 2020