Swaroop Mishra

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 73

Top Topics

Incorporate Additional

Question Answering

Top Venues

Publications

Pei Zhou, Jay Pujara, Xiang Ren, Xinyun Chen, Heng-Tze Cheng, Quoc V. Le, Ed H. Chi, Denny Zhou, Swaroop Mishra, Huaixiu Steven Zheng
Self-Discover: Large Language Models Self-Compose Reasoning Structures. CoRR (2024)
Tianjun Zhang, Aman Madaan, Luyu Gao, Steven Zheng, Swaroop Mishra, Yiming Yang, Niket Tandon, Uri Alon
In-Context Principle Learning from Mistakes. CoRR (2024)
Yizhong Wang, Yeganeh Kordi, Swaroop Mishra, Alisa Liu, Noah A. Smith, Daniel Khashabi, Hannaneh Hajishirzi
Self-Instruct: Aligning Language Models with Self-Generated Instructions. ACL (1) (2023)
Mihir Parmar, Swaroop Mishra, Mor Geva, Chitta Baral
Don't Blame the Annotator: Bias Already Starts in the Annotation Instructions. EACL (2023)
Himanshu Gupta, Kevin Scaria, Ujjwala Anantheswaran, Shreyas Verma, Mihir Parmar, Saurabh Arjun Sawant, Chitta Baral, Swaroop Mishra
TarGEN: Targeted Data Generation with Large Language Models. CoRR (2023)
Himanshu Gupta, Neeraj Varshney, Swaroop Mishra, Kuntal Kumar Pal, Saurabh Arjun Sawant, Kevin Scaria, Siddharth Goyal, Chitta Baral
"John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility. EACL (2023)
Aman Madaan, Pranjal Aggarwal, Ankit Anand, Srividya Pranavi Potharaju, Swaroop Mishra, Pei Zhou, Aditya Gupta, Dheeraj Rajagopal, Karthik Kappaganthu, Yiming Yang, Shyam Upadhyay, Mausam, Manaal Faruqui
AutoMix: Automatically Mixing Language Models. CoRR (2023)
Justin Payan, Swaroop Mishra, Mukul Singh, Carina Negreanu, Christian Pölitz, Chitta Baral, Subhro Roy, Rasika Chakravarthy, Benjamin Van Durme, Elnaz Nouri
InstructExcel: A Benchmark for Natural Language Instruction in Excel. CoRR (2023)
Jeffrey Zhou, Tianjian Lu, Swaroop Mishra, Siddhartha Brahma, Sujoy Basu, Yi Luan, Denny Zhou, Le Hou
Instruction-Following Evaluation for Large Language Models. CoRR (2023)
Xiao Ma, Swaroop Mishra, Ariel Liu, Sophie Su, Jilin Chen, Chinmay Kulkarni, Heng-Tze Cheng, Quoc Le, Ed H. Chi
Beyond ChatBots: ExploreLLM for Structured Thoughts and Personalized Model Responses. CoRR (2023)
Swaroop Mishra, Elnaz Nouri
HELP ME THINK: A Simple Prompting Strategy for Non-experts to Create Customized Content with Models. ACL (Findings) (2023)
Anjana Arunkumar, Swaroop Mishra, Bhavdeep Singh Sachdeva, Chitta Baral, Chris Bryan
Real-Time Visual Feedback to Guide Benchmark Creation: A Human-and-Metric-in-the-Loop Workflow. CoRR (2023)
Ravsehaj Singh Puri, Swaroop Mishra, Mihir Parmar, Chitta Baral
How Many Data Samples is an Additional Instruction Worth? EACL (Findings) (2023)
Anjana Arunkumar, Swaroop Mishra, Bhavdeep Singh Sachdeva, Chitta Baral, Chris Bryan
Real-Time Visual Feedback to Guide Benchmark Creation: A Human-and-Metric-in-the-Loop Workflow. EACL (2023)
Jie Huang, Xinyun Chen, Swaroop Mishra, Huaixiu Steven Zheng, Adams Wei Yu, Xinying Song, Denny Zhou
Large Language Models Cannot Self-Correct Reasoning Yet. CoRR (2023)
Xiao Ma, Swaroop Mishra, Ahmad Beirami, Alex Beutel, Jilin Chen
Let's Do a Thought Experiment: Using Counterfactuals to Improve Moral Reasoning. CoRR (2023)
Himanshu Gupta, Saurabh Arjun Sawant, Swaroop Mishra, Mutsumi Nakamura, Arindam Mitra, Santosh Mashetty, Chitta Baral
Instruction Tuned Models are Quick Learners. CoRR (2023)
Kevin Scaria, Himanshu Gupta, Saurabh Arjun Sawant, Swaroop Mishra, Chitta Baral
InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis. CoRR (2023)
Huaixiu Steven Zheng, Swaroop Mishra, Xinyun Chen, Heng-Tze Cheng, Ed H. Chi, Quoc V. Le, Denny Zhou
Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models. CoRR (2023)
Pei Zhou, Aman Madaan, Srividya Pranavi Potharaju, Aditya Gupta, Kevin R. McKee, Ari Holtzman, Jay Pujara, Xiang Ren, Swaroop Mishra, Aida Nematzadeh, Shyam Upadhyay, Manaal Faruqui
How FaR Are Large Language Models From Agents with Theory-of-Mind? CoRR (2023)
Justin Payan, Swaroop Mishra, Mukul Singh, Carina Negreanu, Christian Pölitz, Chitta Baral, Subhro Roy, Rasika Chakravarthy, Benjamin Van Durme, Elnaz Nouri
InstructExcel: A Benchmark for Natural Language Instruction in Excel. EMNLP (Findings) (2023)
Man Luo, Sharad Saxena, Swaroop Mishra, Mihir Parmar, Chitta Baral
BioTABQA: Instruction Learning for Biomedical Table Question Answering. CoRR (2022)
Swaroop Mishra, Arindam Mitra, Neeraj Varshney, Bhavdeep Singh Sachdeva, Peter Clark, Chitta Baral, Ashwin Kalyan
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks. ACL (1) (2022)
Neeraj Varshney, Swaroop Mishra, Chitta Baral
Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings. ACL (Findings) (2022)
Neeraj Varshney, Swaroop Mishra, Chitta Baral
Let the Model Decide its Curriculum for Multitask Learning. CoRR (2022)
Swaroop Mishra, Anjana Arunkumar
A Proposal to Study "Is High Quality Data All We Need?". CoRR (2022)
Neeraj Varshney, Swaroop Mishra, Chitta Baral
Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings. CoRR (2022)
Kirby Kuznia, Swaroop Mishra, Mihir Parmar, Chitta Baral
Less is More: Summary of Long Instructions is Better for Program Synthesis. EMNLP (2022)
Swaroop Mishra, Anjana Arunkumar, Chris Bryan, Chitta Baral
A Survey of Parameters Associated with the Quality of Benchmarks in NLP. CoRR (2022)
Pruthvi Patel, Swaroop Mishra, Mihir Parmar, Chitta Baral
Is a Question Decomposition Unit All We Need? EMNLP (2022)
Himanshu Gupta, Neeraj Varshney, Swaroop Mishra, Kuntal Kumar Pal, Saurabh Arjun Sawant, Kevin Scaria, Siddharth Goyal, Chitta Baral
"John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility. CoRR (2022)
Swaroop Mishra, Bhavdeep Singh Sachdeva, Chitta Baral
Pretrained Transformers Do not Always Improve Robustness. CoRR (2022)
Tejas Gokhale, Swaroop Mishra, Man Luo, Bhavdeep Singh Sachdeva, Chitta Baral
Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness. ACL (Findings) (2022)
Swaroop Mishra, Matthew Finlayson, Pan Lu, Leonard Tang, Sean Welleck, Chitta Baral, Tanmay Rajpurohit, Oyvind Tafjord, Ashish Sabharwal, Peter Clark, Ashwin Kalyan
LILA: A Unified Benchmark for Mathematical Reasoning. EMNLP (2022)
Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Anjana Arunkumar, Arjun Ashok, Arut Selvan Dhanasekaran, Atharva Naik, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Maitreya Patel, Kuntal Kumar Pal, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Shailaja Keyur Sampat, Savan Doshi, Siddhartha Mishra, Sujan Reddy, Sumanta Patro, Tanay Dixit, Xudong Shen, Chitta Baral, Yejin Choi, Hannaneh Hajishirzi, Noah A. Smith, Daniel Khashabi
Benchmarking Generalization via In-Context Instructions on 1, 600+ Language Tasks. CoRR (2022)
Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Atharva Naik, Arjun Ashok, Arut Selvan Dhanasekaran, Anjana Arunkumar, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Kuntal Kumar Pal, Maitreya Patel, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Savan Doshi, Shailaja Keyur Sampat, Siddhartha Mishra, Sujan Reddy A, Sumanta Patro, Tanay Dixit, Xudong Shen
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks. EMNLP (2022)
Ravsehaj Singh Puri, Swaroop Mishra, Mihir Parmar, Chitta Baral
How Many Data Samples is an Additional Instruction Worth? CoRR (2022)
Neeraj Varshney, Swaroop Mishra, Chitta Baral
Towards Improving Selective Prediction Ability of NLP Systems. RepL4NLP@ACL (2022)
Swaroop Mishra, Anjana Arunkumar, Chris Bryan, Chitta Baral
Hardness of Samples Need to be Quantified for a Reliable Evaluation System: Exploring Potential Opportunities with a New Task. CoRR (2022)
Pan Lu, Swaroop Mishra, Tanglin Xia, Liang Qiu, Kai-Wei Chang, Song-Chun Zhu, Oyvind Tafjord, Peter Clark, Ashwin Kalyan
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering. NeurIPS (2022)
Swaroop Mishra, Elnaz Nouri
HELP ME THINK: A Simple Prompting Strategy for Non-experts to Create Customized Content with Models. CoRR (2022)
Neeraj Varshney, Swaroop Mishra, Chitta Baral
ILDAE: Instance-Level Difficulty Analysis of Evaluation Data. ACL (1) (2022)
Mihir Parmar, Swaroop Mishra, Mor Geva, Chitta Baral
Don't Blame the Annotator: Bias Already Starts in the Annotation Instructions. CoRR (2022)
Tejas Gokhale, Swaroop Mishra, Man Luo, Bhavdeep Singh Sachdeva, Chitta Baral
Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness. CoRR (2022)
Yizhong Wang, Yeganeh Kordi, Swaroop Mishra, Alisa Liu, Noah A. Smith, Daniel Khashabi, Hannaneh Hajishirzi
Self-Instruct: Aligning Language Model with Self Generated Instructions. CoRR (2022)
Neeraj Varshney, Swaroop Mishra, Chitta Baral
ILDAE: Instance-Level Difficulty Analysis of Evaluation Data. CoRR (2022)
Swaroop Mishra, Anjana Arunkumar, Chitta Baral
Investigating the Failure Modes of the AUC metric and Exploring Alternatives for Evaluating Systems in Safety Critical Applications. CoRR (2022)
Man Luo, Sharad Saxena, Swaroop Mishra, Mihir Parmar, Chitta Baral
BioTABQA: Instruction Learning for Biomedical Table Question Answering. CLEF (Working Notes) (2022)
Pan Lu, Swaroop Mishra, Tony Xia, Liang Qiu, Kai-Wei Chang, Song-Chun Zhu, Oyvind Tafjord, Peter Clark, Ashwin Kalyan
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering. CoRR (2022)
Pruthvi Patel, Swaroop Mishra, Mihir Parmar, Chitta Baral
Is a Question Decomposition Unit All We Need? CoRR (2022)
Kirby Kuznia, Swaroop Mishra, Mihir Parmar, Chitta Baral
Less is More: Summary of Long Instructions is Better for Program Synthesis. CoRR (2022)
Swaroop Mishra, Daniel Khashabi, Chitta Baral, Hannaneh Hajishirzi
Cross-Task Generalization via Natural Language Crowdsourcing Instructions. ACL (1) (2022)
Swaroop Mishra, Matthew Finlayson, Pan Lu, Leonard Tang, Sean Welleck, Chitta Baral, Tanmay Rajpurohit, Oyvind Tafjord, Ashish Sabharwal, Peter Clark, Ashwin Kalyan
Lila: A Unified Benchmark for Mathematical Reasoning. CoRR (2022)
Mihir Parmar, Swaroop Mishra, Mirali Purohit, Man Luo, Murad Mohammad, Chitta Baral
In-BoXBART: Get Instructions into Biomedical Multi-Task Learning. NAACL-HLT (Findings) (2022)
Swaroop Mishra, Arindam Mitra, Neeraj Varshney, Bhavdeep Singh Sachdeva, Peter Clark, Chitta Baral, Ashwin Kalyan
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks. CoRR (2022)
Mihir Parmar, Swaroop Mishra, Mirali Purohit, Man Luo, M. Hassan Murad, Chitta Baral
In-BoXBART: Get Instructions into Biomedical Multi-Task Learning. CoRR (2022)
Swaroop Mishra
Development of User-friendly Smart Grid Architecture. CoRR (2021)
Swaroop Mishra, Daniel Khashabi, Chitta Baral, Hannaneh Hajishirzi
Natural Instructions: Benchmarking Generalization to New Tasks from Natural Language Instructions. CoRR (2021)
Swaroop Mishra, Daniel Khashabi, Chitta Baral, Yejin Choi, Hannaneh Hajishirzi
Reframing Instructional Prompts to GPTk's Language. CoRR (2021)
Swaroop Mishra, Anjana Arunkumar
How Robust are Model Rankings : A Leaderboard Customization Approach for Equitable Evaluation. AAAI (2021)
Kuntal Kumar Pal, Kazuaki Kashihara, Pratyay Banerjee, Swaroop Mishra, Ruoyu Wang, Chitta Baral
Constructing Flow Graphs from Procedural Cybersecurity Texts. CoRR (2021)
Pratyay Banerjee, Swaroop Mishra, Kuntal Kumar Pal, Arindam Mitra, Chitta Baral
Commonsense Reasoning with Implicit Knowledge in Natural Language. AKBC (2021)
Neeraj Varshney, Swaroop Mishra, Chitta Baral
Interviewer-Candidate Role Play: Towards Developing Real-World NLP Systems. CoRR (2021)
Kuntal Kumar Pal, Kazuaki Kashihara, Pratyay Banerjee, Swaroop Mishra, Ruoyu Wang, Chitta Baral
Constructing Flow Graphs from Procedural Cybersecurity Texts. ACL/IJCNLP (Findings) (2021)
Swaroop Mishra, Anjana Arunkumar
Front Contribution instead of Back Propagation. CoRR (2021)
Swaroop Mishra, Anjana Arunkumar
How Robust are Model Rankings: A Leaderboard Customization Approach for Equitable Evaluation. CoRR (2021)
Swaroop Mishra, Anjana Arunkumar, Chris Bryan, Chitta Baral
Our Evaluation Metric Needs an Update to Encourage Generalization. CoRR (2020)
Swaroop Mishra, Anjana Arunkumar, Bhavdeep Sachdeva, Chris Bryan, Chitta Baral
DQI: Measuring Data Quality in NLP. CoRR (2020)
Swaroop Mishra, Arindam Mitra, Neeraj Varshney, Bhavdeep Sachdeva, Chitta Baral
Towards Question Format Independent Numerical Reasoning: A Set of Prerequisite Tasks. CoRR (2020)
Swaroop Mishra, Anjana Arunkumar, Bhavdeep Sachdeva, Chris Bryan, Chitta Baral
DQI: A Guide to Benchmark Evaluation. CoRR (2020)
Neeraj Varshney, Swaroop Mishra, Chitta Baral
It's better to say "I can't answer" than answering incorrectly: Towards Safety critical NLP systems. CoRR (2020)
Swaroop Mishra, Bhavdeep Singh Sachdeva
Do We Need to Create Big Datasets to Learn a Task? SustaiNLP@EMNLP (2020)
Arindam Mitra, Pratyay Banerjee, Kuntal Kumar Pal, Swaroop Mishra, Chitta Baral
Exploring ways to incorporate additional knowledge to improve Natural Language Commonsense Question Answering. CoRR (2019)