Amanpreet Singh
- SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems
2019/05/02 by Alex Wang, Yada Pruksachatkun, Wang, Alex +13 · 144 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes
2020/05/10 by Douwe Kiela, Hamed Firooz, Kiela, Douwe +11 · 59 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Humor Studies and Applications #Sentiment Analysis and Opinion Mining
- OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents
2023/06/21 by Hugo Laurençon, Laurençon, Hugo, Lucile Saulnier +22 · 1 voice · 34 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CV #cs.IR
- Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality
2022/04/07 by Tristan Thrush, Thrush, Tristan, Ryan Jiang +11 · 59 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- OLMoE: Open Mixture-of-Experts Language Models
2024/09/03 by Niklas Muennighoff, Muennighoff, Niklas, Luca Soldaini +45 · 1 voice · 61 citations
Computer Science · #Expert finding and Q&A systems #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Generative Representational Instruction Tuning
2024/02/15 by Niklas Muennighoff, Muennighoff, Niklas, Hongjin Su +13 · 2 voices · 34 citations
Computer Science · Psychology · #Innovative Teaching and Learning Methods #cs.AI #cs.CL #cs.LG
- SciRepEval: A Multi-Format Benchmark for Scientific Document Representations
2022/11/23 by Amanpreet Singh, Mike D’Arcy, Singh, Amanpreet +7 · 23 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped\n scene text
2021/05/12 by Amanpreet Singh, Guan Pang, Singh, Amanpreet +9 · 17 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Vehicle License Plate Recognition
- UniT: Multimodal Multitask Learning with a Unified Transformer
2021/02/22 by Ronghang Hu, Hu, Ronghang, Amanpreet Singh +1 · 10 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
- Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks
2018/12/23 by Amanpreet Singh, Singh, Amanpreet, Tushar Jain +3 · 7 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
2024/11/21 by Akari Asai, Jacqueline He, Asai, Akari +50 · 2 voices · 13 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.AI #cs.CL #cs.DL #cs.IR #cs.LG
- Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA
2019/11/14 by Ronghang Hu, Hu, Ronghang, Amanpreet Singh +5 · 4 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment
2024/08/12 by Karel D’Oosterlinck, Winnie Xu, D'Oosterlinck, Karel +13 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Learning Dynamics Model in Reinforcement Learning by Incorporating the Long Term Future
2019/03/05 by Nan Rosemary Ke, Amanpreet Singh, Ke, Nan Rosemary +10 · 4 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
- LMUnit: Fine-grained Evaluation with Natural Language Unit Tests
2024/12/17 by Jon Saad-Falcon, Rajan Vivek, Saad-Falcon, Jon +14 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite
2025/10/24 by Jonathan Bragg, Mike D'Arcy, Bragg, Jonathan +75 · 2 voices · 3 citations
#cs.AI #cs.CL
- Ai2 Scholar QA: Organized Literature Synthesis with Attribution
2025/04/15 by Amanpreet Singh, Joseph Chee Chang, Singh, Amanpreet +32 · 5 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Expert finding and Q&A systems #Biomedical Text Mining and Ontologies