Title
Template Filling for Controllable Commonsense Reasoning Dheeraj Rajagopal Vivek Khetan Bogdan Sacaleanu A. Gershman Andy E. Fano Eduard H. Hovy BDL LRM 60 7 0 31 Oct 2021
Semi-Siamese Bi-encoder Neural Ranking Model Using Lightweight Fine-Tuning Euna Jung Jaekeol Choi Wonjong Rhee 75 14 0 28 Oct 2021
ES-ImageNet: A Million Event-Stream Classification Dataset for Spiking Neural Networks Yihan Lin Wei Ding Shaohua Qiang Lei Deng Guoqi Li AI4TS 80 32 0 23 Oct 2021
Contrastive Document Representation Learning with Graph Attention Networks Peng Xu Xinchi Chen Xiaofei Ma Zhiheng Huang Bing Xiang 55 9 0 20 Oct 2021
DEEPAGÉ: Answering Questions in Portuguese about the Brazilian Environment Flávio N. Caccao M. M. José A. Oliveira Stefano Spindola A. H. R. Costa Fabio Gagliardi Cozman 79 6 0 19 Oct 2021
TLDR: Twin Learning for Dimensionality Reduction Yannis Kalantidis Carlos Lassance Jon Almazán Diane Larlus SSL 63 11 0 18 Oct 2021
Attacking Open-domain Question Answering by Injecting Misinformation Liangming Pan Wenhu Chen Min-Yen Kan Wenjie Wang HILM AAML 292 28 0 15 Oct 2021
Hindsight: Posterior-guided training of retrievers for improved open-ended generation Ashwin Paranjape Omar Khattab Christopher Potts Matei A. Zaharia Christopher D. Manning RALM 126 44 0 14 Oct 2021
Exposing Query Identification for Search Transparency Ruohan Li Jianxiang Li Bhaskar Mitra Fernando Diaz Asia J. Biega 77 8 0 14 Oct 2021
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations Ji Xin Chenyan Xiong A. Srinivasan Ankita Sharma Damien Jose Paul N. Bennett VLM 124 42 0 14 Oct 2021
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking Ruiyang Ren Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua Wu Haifeng Wang Ji-Rong Wen 279 256 0 14 Oct 2021
Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation Benjamin Muller Luca Soldaini Rik Koncel-Kedziorski Eric Lind Alessandro Moschitti LRM 73 9 0 14 Oct 2021
Open-Domain Question-Answering for COVID-19 and Other Emergent Domains Sharon Levy Kevin Mo Wenhan Xiong Wenjie Wang OOD LRM 94 12 0 13 Oct 2021
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? Xilun Chen Kushal Lakhotia Barlas Oğuz Anchit Gupta Patrick Lewis Stanislav Peshterliev Yashar Mehdad Sonal Gupta Wen-tau Yih 144 69 0 13 Oct 2021
A Time-Optimized Content Creation Workflow for Remote Teaching Sebastian Hofstatter Sophia Althammer Mete Sertkan Allan Hanbury 27 0 0 11 Oct 2021
A Framework for Rationale Extraction for Deep QA models Sahana Ramnath Preksha Nema Deep Sahni Mitesh M. Khapra AAML FAtt 49 0 0 09 Oct 2021
Adversarial Retriever-Ranker for dense text retrieval Hang Zhang Yeyun Gong Yelong Shen Jiancheng Lv Nan Duan Weizhu Chen VLM RALM 157 118 0 07 Oct 2021
Perhaps PTLMs Should Go to School -- A Task to Assess Open Book and Closed Book QA Manuel R. Ciosici Joe Cecil Alex Hedges Dong-Ho Lee Marjorie Freedman R. Weischedel 58 10 0 04 Oct 2021
A Proposed Conceptual Framework for a Representational Approach to Information Retrieval Jimmy J. Lin 138 54 0 04 Oct 2021
SDR: Efficient Neural Re-ranking using Succinct Document Representation Nachshon Cohen Amit Portnoy B. Fetahu A. Ingber AI4TS 144 11 0 03 Oct 2021
TopiOCQA: Open-domain Conversational Question Answering with Topic Switching Vaibhav Adlakha Shehzaad Dhuliawala Kaheer Suleman H. D. Vries Siva Reddy BDL 111 92 0 02 Oct 2021
Asking questions on handwritten document collections Minesh Mathew Lluís Gómez Dimosthenis Karatzas C. V. Jawahar RALM 130 11 0 02 Oct 2021
More Than Reading Comprehension: A Survey on Datasets and Metrics of Textual Question Answering Yang Bai D. Wang 164 10 0 25 Sep 2021
CodeQA: A Question Answering Dataset for Source Code Comprehension Chenxiao Liu Xiaojun Wan 107 29 0 17 Sep 2021
Can Edge Probing Tasks Reveal Linguistic Knowledge in QA Models? Sagnik Ray Choudhury Nikita Bhutani Isabelle Augenstein 39 1 0 15 Sep 2021
An MRC Framework for Semantic Role Labeling Nan Wang Jiwei Li Yuxian Meng Xiaofei Sun Han Qiu Ziyao Wang Guoyin Wang Jun He 58 7 0 14 Sep 2021
YES SIR!Optimizing Semantic Space of Negatives with Self-Involvement Ranker Ruizhi Pu Xinyu Zhang Ruofei Lai Zikai Guo Yinxia Zhang Hao Jiang Yongkang Wu Yantao Jia Zhicheng Dou Bo Zhao 37 1 0 14 Sep 2021
SituatedQA: Incorporating Extra-Linguistic Contexts into QA Michael J.Q. Zhang Eunsol Choi RALM 87 154 0 13 Sep 2021
Asking Questions Like Educational Experts: Automatically Generating Question-Answer Pairs on Real-World Examination Data Fanyi Qu Xin Jia Hao Sun AI4Ed 148 24 0 11 Sep 2021
Query-driven Segment Selection for Ranking Long Documents Youngwoo Kim Razieh Rahimi Hamed Bonab James Allan RALM 49 5 0 10 Sep 2021
ArchivalQA: A Large-scale Benchmark Dataset for Open Domain Question Answering over Historical News Collections Jiexin Wang Adam Jatowt Masatoshi Yoshikawa 132 36 0 08 Sep 2021
It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story Books Bingsheng Yao Dakuo Wang Tongshuang Wu Zheng Zhang Toby Jia-Jun Li Mo Yu Ying Xu AI4Ed 86 44 0 08 Sep 2021
On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings Peter Alexander Jansen Kelly Smith Dan Moreno Huitzilin Ortiz CoGe ReLM LRM 72 9 0 07 Sep 2021
Knowledge Graph Question Answering via SPARQL Silhouette Generation Sukannya Purkayastha Saswati Dana Dinesh Garg Dinesh Khandelwal G P Shrivatsa Bhargav 51 5 0 06 Sep 2021
Cross-Lingual Training with Dense Retrieval for Document Retrieval Peng Shi Rui Zhang Richard He Bai Jimmy J. Lin RALM 60 6 0 03 Sep 2021
Interactive Machine Comprehension with Dynamic Knowledge Graphs Xingdi Yuan 88 3 0 31 Aug 2021
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset L. Bonifacio Vitor Jeronymo Hugo Queiroz Abonizio Israel Campiotti Marzieh Fadaee R. Lotufo Rodrigo Nogueira 103 113 0 31 Aug 2021
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback HongChien Yu Chenyan Xiong Jamie Callan RALM 66 71 0 30 Aug 2021
SAUCE: Truncated Sparse Document Signature Bit-Vectors for Fast Web-Scale Corpus Expansion Muntasir Wahed Daniel F. Gruhl Alfredo Alba Anna Lisa Gentile Petar Ristoski Chad DeLuca Steve Welch Ismini Lourentzou 24 0 0 26 Aug 2021
Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval Xinyu Crystina Zhang Xueguang Ma Peng Shi Jimmy J. Lin 95 115 0 19 Aug 2021
EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension Yongwei Zhou Junwei Bao Haipeng Sun Jiahui Liang Youzheng Wu Xiaodong He Bowen Zhou Tiejun Zhao 29 5 0 18 Aug 2021
Toward the Understanding of Deep Text Matching Models for Information Retrieval Lijuan Chen Yanyan Lan Liang Pang Jiafeng Guo Xueqi Cheng 31 4 0 16 Aug 2021
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval Ruiyang Ren Shangwen Lv Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua Wu Haifeng Wang Ji-Rong Wen 200 94 0 13 Aug 2021
Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm Lin Bo Liang Pang Gang Wang Jun Xu Xiuqiang He Jirong Wen 46 4 0 12 Aug 2021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 298 340 0 12 Aug 2021
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification Shengding Hu Ning Ding Huadong Wang Zhiyuan Liu Jingang Wang Juan-Zi Li Wei Wu Maosong Sun VLM 106 372 0 04 Aug 2021
Learning to Look Inside: Augmenting Token-Based Encoders with Character-Level Information Yuval Pinter Amanda Stent Mark Dredze Jacob Eisenstein 33 7 0 01 Aug 2021
Domain-matched Pre-training Tasks for Dense Retrieval Barlas Oğuz Kushal Lakhotia Anchit Gupta Patrick Lewis Vladimir Karpukhin ... Xilun Chen Sebastian Riedel Wen-tau Yih Sonal Gupta Yashar Mehdad RALM 87 67 0 28 Jul 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 135 168 0 27 Jul 2021
Automatic Task Requirements Writing Evaluation via Machine Reading Comprehension Shiting Xu Guowei Xu Peilei Jia Wenbiao Ding Zhongqin Wu Zitao Liu 28 1 0 15 Jul 2021