Swaroop Mishra

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Chitta BaralProfessor of Computer Science, Arizona State UniversityVerified email at asu.edu
Hannaneh HajishirziUniversity of Washington; Allen AIVerified email at cs.washington.edu
Daniel KhashabiJohns Hopkins UniversityVerified email at jhu.edu
Arindam MitraMicrosoft ResearchVerified email at asu.edu
Mihir ParmarPhD Student, Arizona State University (ASU)Verified email at asu.edu
Laxmidhar BeheraIIT KanpurVerified email at iitk.ac.in
Pratyay BanerjeeAmazon Alexa AIVerified email at amazon.com
Peter ClarkAllen Institute for Artificial Intelligence (AI2)Verified email at allenai.org
Ashwin KalyanAllen Institute for Artificial IntelligenceVerified email at allenai.org
Oyvind TafjordAllen Institute of Artificial Intelligence (AI2)Verified email at allenai.org
Pan LuUniversity of California, Los AngelesVerified email at cs.ucla.edu
Yizhong WangUniversity of WashingtonVerified email at cs.washington.edu
Noah A. SmithUniversity of Washington; Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Alisa LiuUniversity of WashingtonVerified email at cs.washington.edu
Yejin ChoiUniversity of Washington / Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Himanshu GuptaGRA & MS CS @ ASU | Previous: Researcher at AmEx (AI Labs) | BITS Pilani GraduateVerified email at asu.edu
song-chun zhuProfessor of Statistics and Computer Science, UCLAVerified email at stat.ucla.edu
Liang QiuAmazonVerified email at amazon.com
Kai-Wei ChangAssociate Professor, UCLAVerified email at kwchang.net
M. Hassan MuradMayo ClinicVerified email at mayo.edu

Swaroop Mishra

Google Brain

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Large Language Models Natural Language Processing


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Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... TMLR, 2022	187	2022
Cross-task generalization via natural language crowdsourcing instructions S Mishra, D Khashabi, C Baral, H Hajishirzi ACL, 2021	179*	2021
Super-naturalinstructions: Generalization via declarative instructions on 1600+ nlp tasks Y Wang, S Mishra, P Alipoormolabashi, Y Kordi, A Mirzaei, A Naik, ... EMNLP, 2022	124*	2022
Self-Instruct: Aligning Language Model with Self Generated Instructions Y Wang, Y Kordi, S Mishra, A Liu, NA Smith, D Khashabi, H Hajishirzi ACL, 2022	90	2022
Reframing Instructional Prompts to GPTk's Language S Mishra, D Khashabi, C Baral, Y Choi, H Hajishirzi ACL, 2021	75	2021
Commonsense Reasoning with Implicit Knowledge in Natural Language P Banerjee, S Mishra, KK Pal*, A Mitra, C Baral AKBC, 2021	59*	2021
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering P Lu, S Mishra, T Xia, L Qiu, KW Chang, SC Zhu, O Tafjord, P Clark, ... NeurIPS, 2022	37	2022
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks S Mishra, A Mitra, N Varshney, B Sachdeva, P Clark, C Baral, A Kalyan ACL, 2022	36*	2022
How Robust are Model Rankings: A Leaderboard Customization Approach for Equitable Evaluation S Mishra, A Arunkumar AAAI, 2021	22	2021
Dqi: Measuring data quality in nlp S Mishra, A Arunkumar, B Sachdeva, C Bryan, C Baral ICML UDL, 2020	22*	2020
Do we need to create big datasets to learn a task? S Mishra, BS Sachdeva SustaiNLP, 2020	21	2020
Handling multi-parametric variations in distributed control of cyber-physical energy systems through optimal communication design MP Korukonda, SR Mishra, A Shukla, L Behera IET Cyber-Physical Systems Journal, 2017	21	2017
In-BoXBART: Get Instructions into Biomedical Multi-Task Learning M Parmar, S Mishra, M Purohit, M Luo, MH Murad, C Baral NAACL, 2022	20	2022
Hardness of Samples Need to be Quantified for a Reliable Evaluation System: Exploring Potential Opportunities with a New Task S Mishra, A Arunkumar, C Bryan, C Baral ICML UDL, 2022	18*	2022
Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings N Varshney, S Mishra, C Baral ACL, 2022	18	2022
Lila: A Unified Benchmark for Mathematical Reasoning S Mishra, M Finlayson, P Lu, L Tang, S Welleck, C Baral, T Rajpurohit, ... EMNLP, 2022	17	2022
Hybrid adaptive framework for coordinated control of distributed generators in cyber-physical energy systems MP Korukonda, SR Mishra, K Rajawat, L Behera IET Cyber-Physical Systems Journal, 2018	17	2018
Don't Blame the Annotator: Bias Already Starts in the Annotation Instructions M Parmar, S Mishra, M Geva, C Baral EACL, 2022	15	2022
Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness T Gokhale, S Mishra, M Luo, BS Sachdeva, C Baral ACL, 2022	15	2022
It's better to say" I can't answer" than answering incorrectly: Towards Safety critical NLP systems N Varshney, S Mishra, C Baral Repl4NLP 2022, 2020	14*	2020

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