Amanpreet Singh

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 65

Top Topics

Natural Language

Multitask Learning

Top Venues

Publications

Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao Yu, Amanpreet Singh, Douwe Kiela
Generative Representational Instruction Tuning. CoRR (2024)
John M. Giorgi, Amanpreet Singh, Doug Downey, Sergey Feldman, Lucy Lu Wang
TOPICAL: TOPIC Pages AutomagicaLly. CoRR (2024)
Rodney Kinney, Chloe Anastasiades, Russell Authur, Iz Beltagy, Jonathan Bragg, Alexandra Buraczynski, Isabel Cachola, Stefan Candra, Yoganand Chandrasekhar, Arman Cohan, Miles Crawford, Doug Downey, Jason Dunkelberger, Oren Etzioni, Rob Evans, Sergey Feldman, Joseph Gorney, David Graham, Fangzhou Hu, Regan Huff, Daniel King, Sebastian Kohlmeier, Bailey Kuehl, Michael Langan, Daniel Lin, Haokun Liu, Kyle Lo, Jaron Lochner, Kelsey MacMillan, Tyler Murray, Chris Newell, Smita Rao, Shaurya Rohatgi, Paul Sayre, Zejiang Shen, Amanpreet Singh, Luca Soldaini, Shivashankar Subramanian, Amber Tanaka, Alex D. Wade, Linda Wagner, Lucy Lu Wang, Chris Wilhelm, Caroline Wu, Jiangjiang Yang, Angele Zamarron, Madeleine van Zuylen, Daniel S. Weld
The Semantic Scholar Open Data Platform. CoRR (2023)
Hugo Laurençon, Lucile Saulnier, Léo Tronchon, Stas Bekman, Amanpreet Singh, Anton Lozhkov, Thomas Wang, Siddharth Karamcheti, Alexander M. Rush, Douwe Kiela, Matthieu Cord, Victor Sanh
OBELISC: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents. CoRR (2023)
Parminder Kaur Saini, Amanpreet Singh, J. S. Sohal
Proactive Prevention Key Solution for Wormhole Attack in IEEE 802.11 Networks Using AODV. Wirel. Pers. Commun. 128 (1) (2023)
Amanpreet Singh, Ali Abbasian Ardakani, Hui Wen Loh, P. V. Anamika, U. Rajendra Acharya, Sidharth Kamath, Anil K. Bhat
Automated detection of scaphoid fractures using deep neural networks in radiographs. Eng. Appl. Artif. Intell. 122 (2023)
Hugo Laurençon, Lucile Saulnier, Léo Tronchon, Stas Bekman, Amanpreet Singh, Anton Lozhkov, Thomas Wang, Siddharth Karamcheti, Alexander M. Rush, Douwe Kiela, Matthieu Cord, Victor Sanh
OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents. NeurIPS (2023)
Jon Saad-Falcon, Amanpreet Singh, Luca Soldaini, Mike D'Arcy, Arman Cohan, Doug Downey
Embedding Recycling for Language Models. EACL (Findings) (2023)
Kyle Lo, Zejiang Shen, Benjamin Newman, Joseph Chee Chang, Russell Authur, Erin Bransom, Stefan Candra, Yoganand Chandrasekhar, Regan Huff, Bailey Kuehl, Amanpreet Singh, Chris Wilhelm, Angele Zamarron, Marti A. Hearst, Daniel S. Weld, Doug Downey, Luca Soldaini
PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents. EMNLP (Demos) (2023)
Amanpreet Singh, Mike D'Arcy, Arman Cohan, Doug Downey, Sergey Feldman
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations. EMNLP (2023)
William Berrios, Gautam Mittal, Tristan Thrush, Douwe Kiela, Amanpreet Singh
Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language. CoRR (2023)
Sayontan Ghosh, Amanpreet Singh, Alex Merenstein, Wei Su, Scott A. Smolka, Erez Zadok, Niranjan Balasubramanian
SpecNFS: A Challenge Dataset Towards Extracting Formal Models from Natural Language Specifications. LREC (2022)
Tristan Thrush, Ryan Jiang, Max Bartolo, Amanpreet Singh, Adina Williams, Douwe Kiela, Candace Ross
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality. CVPR (2022)
Jon Saad-Falcon, Amanpreet Singh, Luca Soldaini, Mike D'Arcy, Arman Cohan, Doug Downey
Embedding Recycling for Language Models. CoRR (2022)
Tristan Thrush, Ryan Jiang, Max Bartolo, Amanpreet Singh, Adina Williams, Douwe Kiela, Candace Ross
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality. CoRR (2022)
Amanpreet Singh, Mike D'Arcy, Arman Cohan, Doug Downey, Sergey Feldman
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations. CoRR (2022)
Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela
FLAVA: A Foundational Language And Vision Alignment Model. CVPR (2022)
Mingyang Zhou, Licheng Yu, Amanpreet Singh, Mengjiao Wang, Zhou Yu, Ning Zhang
Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment. CoRR (2022)
Harmanpreet Kaur, Doug Downey, Amanpreet Singh, Evie Yu-Yen Cheng, Daniel S. Weld, Jonathan Bragg
FeedLens: Polymorphic Lenses for Personalizing Exploratory Search over Knowledge Graphs. CoRR (2022)
Mingyang Zhou, Licheng Yu, Amanpreet Singh, Mengjiao Wang, Zhou Yu, Ning Zhang
Unsupervised Vision-and-Language Pretraining via Retrieval-based Multi-Granular Alignment. CVPR (2022)
Harmanpreet Kaur, Doug Downey, Amanpreet Singh, Evie Yu-Yen Cheng, Daniel S. Weld, Jonathan Bragg
FeedLens: Polymorphic Lenses for Personalizing Exploratory Search over Knowledge Graphs. UIST (2022)
Douwe Kiela, Max Bartolo, Yixin Nie, Divyansh Kaushik, Atticus Geiger, Zhengxuan Wu, Bertie Vidgen, Grusha Prasad, Amanpreet Singh, Pratik Ringshia, Zhiyi Ma, Tristan Thrush, Sebastian Riedel, Zeerak Waseem, Pontus Stenetorp, Robin Jia, Mohit Bansal, Christopher Potts, Adina Williams
Dynabench: Rethinking Benchmarking in NLP. NAACL-HLT (2021)
Amanpreet Singh, Martin Bauer, Sarang Joshi
Physics Informed Convex Artificial Neural Networks (PICANNs) for Optimal Transport based Density Estimation. CoRR (2021)
Amanpreet Singh, Guan Pang, Mandy Toh, Jing Huang, Wojciech Galuba, Tal Hassner
TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text. CoRR (2021)
Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela
FLAVA: A Foundational Language And Vision Alignment Model. CoRR (2021)
Sasha Sheng, Amanpreet Singh, Vedanuj Goswami, Jose Alberto Lopez Magana, Wojciech Galuba, Devi Parikh, Douwe Kiela
Human-Adversarial Visual Question Answering. CoRR (2021)
Sasha Sheng, Amanpreet Singh, Vedanuj Goswami, Jose Alberto Lopez Magana, Tristan Thrush, Wojciech Galuba, Devi Parikh, Douwe Kiela
Human-Adversarial Visual Question Answering. NeurIPS (2021)
Douwe Kiela, Max Bartolo, Yixin Nie, Divyansh Kaushik, Atticus Geiger, Zhengxuan Wu, Bertie Vidgen, Grusha Prasad, Amanpreet Singh, Pratik Ringshia, Zhiyi Ma, Tristan Thrush, Sebastian Riedel, Zeerak Waseem, Pontus Stenetorp, Robin Jia, Mohit Bansal, Christopher Potts, Adina Williams
Dynabench: Rethinking Benchmarking in NLP. CoRR (2021)
Ronghang Hu, Amanpreet Singh
Transformer is All You Need: Multimodal Multitask Learning with a Unified Transformer. CoRR (2021)
Amanpreet Singh, Guan Pang, Mandy Toh, Jing Huang, Wojciech Galuba, Tal Hassner
TextOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text. CVPR (2021)
Ronghang Hu, Amanpreet Singh
UniT: Multimodal Multitask Learning with a Unified Transformer. ICCV (2021)
Amanpreet Singh, Maninder Kaur
Cuckoo inspired stacking ensemble framework for content-based cybercrime detection in online social networks. Trans. Emerg. Telecommun. Technol. 32 (6) (2021)
Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Pratik Ringshia, Davide Testuggine
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes. NeurIPS (2020)
Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Casey A. Fitzpatrick, Peter Bull, Greg Lipstein, Tony Nelli, Ron Zhu, Niklas Muennighoff, Riza Velioglu, Jewgeni Rose, Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, Helen Yannakoudakis, Vlad Sandulescu, Umut Ozertem, Patrick Pantel, Lucia Specia, Devi Parikh
The Hateful Memes Challenge: Competition Report. NeurIPS (Competition and Demos) (2020)
Kamalkumar Rathinasamy, Amanpreet Singh, Balaguru Sivasambagupta, Prajna Prasad Neerchal, Vani Sivasankaran
Infosys Machine Translation System for WMT20 Similar Language Translation Task. WMT@EMNLP (2020)
Oleksii Sidorov, Ronghang Hu, Marcus Rohrbach, Amanpreet Singh
TextCaps: a Dataset for Image Captioning with Reading Comprehension. CoRR (2020)
Amanpreet Singh, Vedanuj Goswami, Devi Parikh
Are we pretraining it right? Digging deeper into visio-linguistic pretraining. CoRR (2020)
Narayana Darapaneni, Amanpreet Singh, Anwesh Paduri, Aparna Ranjith, Abhay Kumar, Divya Dixit, Suparna Khan
A Machine Learning Approach to Predicting Covid-19 Cases Amongst Suspected Cases and Their Category of Admission. ICIIS (2020)
Ronghang Hu, Amanpreet Singh, Trevor Darrell, Marcus Rohrbach
Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA. CVPR (2020)
Oleksii Sidorov, Ronghang Hu, Marcus Rohrbach, Amanpreet Singh
TextCaps: A Dataset for Image Captioning with Reading Comprehension. ECCV (2) (2020)
Amanpreet Singh, Maninder Kaur
Intelligent content-based cybercrime detection in online social networks using cuckoo search metaheuristic approach. J. Supercomput. 76 (7) (2020)
Amanpreet Singh, Niranjan Balasubramanian
Open4Business(O4B): An Open Access Dataset for Summarizing Business Documents. CoRR (2020)
Medhini Narasimhan, Erik Wijmans, Xinlei Chen, Trevor Darrell, Dhruv Batra, Devi Parikh, Amanpreet Singh
Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation. ECCV (18) (2020)
Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Pratik Ringshia, Davide Testuggine
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes. CoRR (2020)
Dheevatsa Mudigere, Maxim Naumov, Joe Spisak, Geeta Chauhan, Narine Kokhlikyan, Amanpreet Singh, Vedanuj Goswami
Building Recommender Systems with PyTorch. KDD (2020)
Medhini Narasimhan, Erik Wijmans, Xinlei Chen, Trevor Darrell, Dhruv Batra, Devi Parikh, Amanpreet Singh
Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation. CoRR (2020)
Amanpreet Singh, Vivek Natarajan, Meet Shah, Yu Jiang, Xinlei Chen, Dhruv Batra, Devi Parikh, Marcus Rohrbach
Towards VQA Models That Can Read. CVPR (2019)
Amanpreet Singh, Tushar Jain, Sainbayar Sukhbaatar
Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks. ICLR (Poster) (2019)
Nan Rosemary Ke, Amanpreet Singh, Ahmed Touati, Anirudh Goyal, Yoshua Bengio, Devi Parikh, Dhruv Batra
Modeling the Long Term Future in Model-Based Reinforcement Learning. ICLR (Poster) (2019)
Ronghang Hu, Amanpreet Singh, Trevor Darrell, Marcus Rohrbach
Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA. CoRR (2019)
Amanpreet Singh, Vivek Natarajan, Meet Shah, Yu Jiang, Xinlei Chen, Dhruv Batra, Devi Parikh, Marcus Rohrbach
Towards VQA Models that can Read. CoRR (2019)
Alex Wang, Yada Pruksachatkun, Nikita Nangia, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, Samuel R. Bowman
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems. CoRR (2019)
Andreas Könsgen, Md Shahabuddin, Amanpreet Singh, Anna Förster
A Mathematical Model for Efficient and Fair Resource Assignment in Multipath Transport. Future Internet 11 (2) (2019)
Alex Warstadt, Amanpreet Singh, Samuel R. Bowman
Neural Network Acceptability Judgments. Trans. Assoc. Comput. Linguistics 7 (2019)
Amanpreet Singh, Sharan Agrawal
CanvasGAN: A Simple Baseline for Text to Image Generation by Incrementally Patching a Canvas. CVC (1) (2019)
Alex Wang, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, Samuel R. Bowman
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding. ICLR (Poster) (2019)
Nan Rosemary Ke, Amanpreet Singh, Ahmed Touati, Anirudh Goyal, Yoshua Bengio, Devi Parikh, Dhruv Batra
Learning Dynamics Model in Reinforcement Learning by Incorporating the Long Term Future. CoRR (2019)
Alex Wang, Yada Pruksachatkun, Nikita Nangia, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, Samuel R. Bowman
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems. NeurIPS (2019)
Alex Wang, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, Samuel R. Bowman
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding. BlackboxNLP@EMNLP (2018)
Alex Wang, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, Samuel R. Bowman
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding. CoRR (2018)
Amanpreet Singh, Sharan Agrawal
CanvasGAN: A simple baseline for text to image generation by incrementally patching a canvas. CoRR (2018)
Amanpreet Singh, Tushar Jain, Sainbayar Sukhbaatar
Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks. CoRR (2018)
Alex Warstadt, Amanpreet Singh, Samuel R. Bowman
Neural Network Acceptability Judgments. CoRR (2018)
Meisam Heidarpour Roshan, Samira Zaliasl, Kimo Joo, Kamran Souri, Rajkumar Palwai, Lijun Will Chen, Amanpreet Singh, Sudhakar Pamarti, Nicholas Miller, Joseph C. Doll, Carl Arft, Sassan Tabatabaei, Carl Sechen, Aaron Partridge, Vinod Menon
A MEMS-Assisted Temperature Sensor With 20-µK Resolution, Conversion Rate of 200 S/s, and FOM of 0.04 pJK2. IEEE J. Solid State Circuits 52 (1) (2017)
Amanpreet Singh, Karthik Venkatesan, Simranjyot Singh Gill
Building a Structured Query Engine. CoRR (2017)
Amanpreet Singh, Md Shahabuddin, Andreas Könsgen, Carmelita Goerg
Fairness mechanisms for single-path capacity allocation based on mixed-integer (Non-)linear programming. EuCNC (2015)
Hakim Adhari, Erwin P. Rathgeb, Amanpreet Singh, Andreas Könsgen, Carmelita Goerg
Transport layer fairness revisited. ConTEL (2015)
Amanpreet Singh, Andreas Könsgen, Hakim Adhari, Carmelita Görg, Erwin P. Rathgeb
Algorithms for Theoretical Investigation of Fairness in Multipath Transport. MONAMI (2015)
Amanpreet Singh, Ashish Singla, Sanjeev Soni
D-H parameters augmented with dummy frames for serial manipulators containing spatial links. RO-MAN (2014)
Amanpreet Singh, Indika Abeywickrama, Andreas Könsgen, Xi Li, Carmelita Goerg
Statistical analysis of traffic aggregation in LTE access networks. WMNC (2013)
Xi Li, Somya Aggarwal, Amanpreet Singh, Andreas Könsgen, Carmelita Görg, Mehmet Kus
Enhancing Quality of Experience (QoE) assessment models for video applications. WMNC (2013)
Amanpreet Singh, Andreas Könsgen, Parwinder Singh, Carmelita Goerg
Improved heterogeneous network utilization by combining multipath transport with QoS-based flow management and routing. WCNC (2013)
Amanpreet Singh, Mei Xiang, Andreas Könsgen, Carmelita Goerg
Performance and fairness comparison of extensions to dynamic window coupling for Multipath TCP. IWCMC (2013)
Amanpreet Singh, Mei Xiang, Andreas Könsgen, Carmelita Görg, Yasir Zaki
Enhancing fairness and congestion control in multipath TCP. WMNC (2013)
Amanpreet Singh, Ahmed Mahmoud, Andreas Könsgen, Xi Li, Carmelita Görg, Mehmet Kus, Muhsin Kayralci, Jasmin Grigutsch
Enhancing Quality of Experience (QoE) Assessment Models for Web Traffic. MONAMI (2013)
Parwinder Singh, Amanpreet Singh, Carmelita Görg
Load sensitive flow management extensions to QoS routing based on OSPF. PerCom Workshops (2012)
Amanpreet Singh, Carmelita Goerg, Andreas Timm-Giel, Michael Scharf, Thomas-Rolf Banniza
Performance comparison of scheduling algorithms for multipath transfer. GLOBECOM (2012)
Andreas Könsgen, Amanpreet Singh, Ma Jun, Thushara Weerawardane, Carmelita Görg
Responsiveness of future telecommunication networks under disaster situations. ICUMT (2012)
Amanpreet Singh, Bharat Naresh Bansal
Analysis of Adaptive LMS Filtering in Contrast to Multirate Filtering. ICETET (2011)
Amanpreet Singh, Christoph Nass, Andreas Timm-Giel, Peter Schefczik, Horst Roessler, Michael Scharf
Generic Connectivity Architecture for Mobility and Multipath Flow Management in the Future Internet. MONAMI (2010)
Amanpreet Singh, Mariya Goleva, Markus Bauer, Andreas Timm-Giel, Carmelita Görg
Enhanced AODV Routing Protocol with Paging in Heterogeneous IP-Based Networks. WCNC (2010)
Gulshanara Singh, Bernd-Ludwig Wenning, Amanpreet Singh, Carmelita Görg
Clustering in Autonomous Cooperating Logistic Processes. LDIC (2007)
Amanpreet Singh, Armin Dekorsy
Rate-Aware Adaptive Channel Allocation for Multi-User OFDM Systems. PIMRC (2006)
Amanpreet Singh, Jasvir Singh
filterComputer modeling and analysis of random subsampling in software radio receiver. SMC (2001)
Amanpreet Singh, Jasvir Singh
Computer aided soft computation of FIR filter for software radio. SMC (2001)
Jasvir Singh, Davinder Pal Sharma, S. S. Bhatti, K. Kaur, Amanpreet Singh
Information processing in digital domain. ICECS (2000)
Jasvir Singh, Amanpreet Singh, Davinder Pal Sharma, Harinder P. Singh, S. S. Bhatti
Soft computing in FSK modem using DSP. SMC (2000)