Title
Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model Zhiqi Huang Fenglin Liu Xian Wu Shen Ge Helin Wang Wei Fan Yuexian Zou AuLLM 55 2 0 04 Jul 2021
Controllable Open-ended Question Generation with A New Question Type Ontology Shuyang Cao Lu Wang 82 51 0 01 Jul 2021
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques Jimmy J. Lin Xueguang Ma 117 148 0 28 Jun 2021
Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature Yu Wang Jinchao Li Tristan Naumann Chenyan Xiong Hao Cheng ... Yang Qin Eric Horvitz Paul N. Bennett Jianfeng Gao Hoifung Poon OOD 85 14 0 25 Jun 2021
Extreme Multi-label Learning for Semantic Matching in Product Search Wei-Cheng Chang Daniel Jiang Hsiang-Fu Yu C. Teo Jiong Zhang ... Qie Hu Nikhil Shandilya Vyacheslav Ievgrafov Japinder Singh Inderjit S. Dhillon 90 60 0 23 Jun 2021
Categorising Fine-to-Coarse Grained Misinformation: An Empirical Study of COVID-19 Infodemic Ye Jiang Xingyi Song Carolina Scarton Ahmet Aker Kalina Bontcheva 93 17 0 22 Jun 2021
An Information Retrieval Approach to Building Datasets for Hate Speech Detection Md. Mustafizur Rahman Dinesh Balakrishnan Dhiraj Murthy Mucahid Kutlu Matthew Lease 69 24 0 17 Jun 2021
A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections Dimitris Pappas Ion Androutsopoulos RALM MedIm 34 4 0 16 Jun 2021
A Discussion on Building Practical NLP Leaderboards: The Case of Machine Translation Sebastin Santy Prasanta Bhattacharya LLMAG 77 3 0 11 Jun 2021
BERTnesia: Investigating the capture and forgetting of knowledge in BERT Jonas Wallat Jaspreet Singh Avishek Anand CLL KELM 146 60 0 05 Jun 2021
Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins S. Suri Ihab F. Ilyas Christopher Ré Theodoros Rekatsinas 48 22 0 02 Jun 2021
Answer Generation for Retrieval-based Question Answering Systems Chao-Chun Hsu Eric Lind Luca Soldaini Alessandro Moschitti 68 26 0 02 Jun 2021
Conversational Question Answering: A Survey Munazza Zaib Wei Emma Zhang Quan Z. Sheng A. Mahmood Yang Zhang 89 91 0 02 Jun 2021
A Coarse to Fine Question Answering System based on Reinforcement Learning Yu Wang Hongxia Jin 48 3 0 01 Jun 2021
Text Summarization with Latent Queries Yumo Xu Mirella Lapata RALM HILM 70 11 0 31 May 2021
SemEval-2021 Task 4: Reading Comprehension of Abstract Meaning Boyuan Zheng Xiaoyu Yang Yu-Ping Ruan Zhen-Hua Ling Quan Liu Si Wei Xiao-Dan Zhu ELM 44 13 0 31 May 2021
Towards More Equitable Question Answering Systems: How Much More Data Do You Need? Arnab Debnath Navid Rajabi F. Alam Antonios Anastasopoulos 67 11 0 28 May 2021
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence Andrew Halterman Katherine A. Keith Sheikh Muhammad Sarwar Brendan O'Connor 79 29 0 27 May 2021
Intra-Document Cascading: Learning to Select Passages for Neural Document Ranking Sebastian Hofstatter Bhaskar Mitra Hamed Zamani Nick Craswell Allan Hanbury 95 44 0 20 May 2021
KLUE: Korean Language Understanding Evaluation Sungjoon Park Jihyung Moon Sungdong Kim Won Ik Cho Jiyoon Han ... Seonghyun Kim Lucy Park Alice Oh Jung-Woo Ha Kyunghyun Cho ELM VLM 121 198 0 20 May 2021
Wizard of Search Engine: Access to Information Through Conversations with Search Engines Pengjie Ren Zhongkun Liu Xiaomeng Song Hongtao Tian Zhumin Chen Zhaochun Ren Maarten de Rijke 93 37 0 18 May 2021
A cost-benefit analysis of cross-lingual transfer methods G. Rosa L. Bonifacio Leandro Rodrigues de Souza R. Lotufo Rodrigo Nogueira 50 12 0 14 May 2021
MS MARCO: Benchmarking Ranking Models in the Large-Data Regime Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos Jimmy J. Lin ALM 83 66 0 09 May 2021
Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval Hongyin Tang Xingwu Sun Beihong Jin Jingang Wang Fuzheng Zhang Wei Wu RALM 164 39 0 08 May 2021
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers Pradeep Dasigi Kyle Lo Iz Beltagy Arman Cohan Noah A. Smith Matt Gardner RALM 134 311 0 07 May 2021
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT Rankers Navid Rekabsaz Simone Kopeinik Markus Schedl 83 63 0 28 Apr 2021
Yes, BM25 is a Strong Baseline for Legal Case Retrieval G. Rosa Ruan Chaves Rodrigues R. Lotufo Rodrigo Nogueira AILaw 61 46 0 26 Apr 2021
TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees I. Soboroff 76 52 0 19 Apr 2021
Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 78 8 0 19 Apr 2021
Simple and Efficient ways to Improve REALM Vidhisha Balachandran Ashish Vaswani Yulia Tsvetkov Niki Parmar VLM 52 5 0 18 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 439 1,059 0 17 Apr 2021
Condenser: a Pre-training Architecture for Dense Retrieval Luyu Gao Jamie Callan AI4CE 61 267 0 16 Apr 2021
Sequence tagging for biomedical extractive question answering Wonjin Yoon Richard Jackson Aron Lagerberg Jaewoo Kang MedIm 66 27 0 15 Apr 2021
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval Kyoung-Rok Jang Junmo Kang Giwon Hong Sung-Hyon Myaeng Joohee Park Taewon Yoon Heecheol Seo 83 20 0 15 Apr 2021
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling Sebastian Hofstatter Sheng-Chieh Lin Jheng-Hong Yang Jimmy J. Lin Allan Hanbury VLM 131 405 0 14 Apr 2021
Knowledge-driven Answer Generation for Conversational Search Mariana Leite Rafael Ferreira David Semedo João Magalhães RALM KELM 76 1 0 14 Apr 2021
BERT Embeddings Can Track Context in Conversational Search Rafael Ferreira David Semedo João Magalhães AI4TS 47 0 0 13 Apr 2021
FeTaQA: Free-form Table Question Answering Linyong Nan Chia-Hsuan Hsieh Ziming Mao Xi Lin Neha Verma ... Isabel Trindade Renusree Bandaru Jacob Cunningham Caiming Xiong Dragomir R. Radev LMTD 152 167 0 01 Apr 2021
Conversational Answer Generation and Factuality for Reading Comprehension Question-Answering Stanislav Peshterliev Barlas Oğuz Debojeet Chatterjee Hakan Inan Vikas Bhardwaj 39 4 0 11 Mar 2021
Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges Yoshitomo Matsubara Marco Levorato Francesco Restuccia 120 215 0 08 Mar 2021
A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models Iurii Mokrii Leonid Boytsov Pavel Braslavski 90 26 0 04 Mar 2021
Weakly-Supervised Open-Retrieval Conversational Question Answering Chen Qu Liu Yang Cen Chen W. Bruce Croft Kalpesh Krishna Mohit Iyyer RALM 73 13 0 03 Mar 2021
Simplified Data Wrangling with ir_datasets Sean MacAvaney Andrew Yates Sergey Feldman Doug Downey Arman Cohan Nazli Goharian 157 109 0 03 Mar 2021
Unbiased Sentence Encoder For Large-Scale Multi-lingual Search Engines Mahdi Hajiaghayi Monir Hajiaghayi Mark R. Bolin 39 0 0 01 Mar 2021
LRG at TREC 2020: Document Ranking with XLNet-Based Models Abheesht Sharma Harshit Pandey 13 2 0 28 Feb 2021
Neural ranking models for document retrieval M. Trabelsi Zhiyu Zoey Chen Brian D. Davison J. Heflin FedML 83 29 0 23 Feb 2021
Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder Shuqi Lu Di He Chenyan Xiong Guolin Ke Waleed Malik Zhicheng Dou Paul N. Bennett Tie-Yan Liu Arnold Overwijk RALM 118 11 0 18 Feb 2021
Quiz-Style Question Generation for News Stories Á. Lelkes Vinh Q. Tran Cong Yu 84 42 0 18 Feb 2021
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies Gabriele Pergola E. Kochkina Lin Gui Maria Liakata Yulan He 145 32 0 16 Feb 2021
NoiseQA: Challenge Set Evaluation for User-Centric Question Answering Abhilasha Ravichander Siddharth Dalmia Maria Ryskina Florian Metze Eduard H. Hovy A. Black ELM 59 32 0 16 Feb 2021