Srikumar, Vivek
- INFOTABS: Inference on Tables as Semi-structured Data
2020/05/13 by Vivek Gupta, Gupta, Vivek, Maitrey Mehta +5 · 20 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- UnQovering Stereotyping Biases via Underspecified Questions
2020/10/06 by Tao Li, Tushar Khot, Li, Tao +7 · 15 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- On Measuring and Mitigating Biased Inferences of Word Embeddings
2019/08/25 by Sunipa Dev, Dev, Sunipa, Tao Li +5 · 12 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
- X-FACT: A New Benchmark Dataset for Multilingual Fact Checking
2021/06/17 by Gupta, Ashim, Srikumar, Vivek · 14 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- TempTabQA: Temporal Question Answering for Semi-Structured Tables
2023/11/14 by Vivek Gupta, Pranshu Kandoi, Gupta, Vivek +11 · 16 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- A Logic-Driven Framework for Consistency of Neural Models
2019/08/31 by Tao Li, Li, Tao, Vivek Gupta +5 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #cs.AI #cs.CL #cs.LG
- ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations
2022/12/20 by Valentina Pyatkin, Pyatkin, Valentina, Jena D. Hwang +11 · 11 citations
Decision Sciences · Neuroscience · Social Sciences · #Computation and Language (cs.CL) #Ethics in Business and Education #FOS: Computer and information sciences #Misinformation and Its Impacts #Psychology of Moral and Emotional Judgment
- DirectProbe: Studying Representations without Classifiers
2021/04/13 by Yichu Zhou, Zhou, Yichu, Vivek Srikumar +1 · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
- Augmenting Neural Networks with First-order Logic
2019/06/14 by Tao Li, Vivek Srikumar, Li, Tao +1 · 7 citations
Computer Science · Mathematics · #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG #stat.ML
- Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes
2019/06/30 by Jie Cao, Michael Tanana, Cao, Jie +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- An In-depth Investigation of User Response Simulation for Conversational Search
2023/04/17 by Zhenduo Wang, Zhichao Xu, Wang, Zhenduo +5 · 7 citations
Computer Science · #AI in Service Interactions #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems #Topic Modeling
- Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression
2024/07/06 by Zhichao Xu, Xu, Zhichao, Ashim Gupta +7 · 11 citations
Engineering · #Advancements in Photolithography Techniques #Advancements in Semiconductor Devices and Circuit Design #Computation and Language (cs.CL) #Electrostatic Discharge in Electronics #FOS: Computer and information sciences
- A Survey of Model Architectures in Information Retrieval
2025/02/20 by Zhichao Xu, Fengran Mo, Xu, Zhichao +13 · 1 voice · 13 citations
Computer Science · #Advanced Database Systems and Queries #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies #cs.IR
- A Closer Look at How Fine-tuning Changes BERT
2021/06/27 by Zhou, Yichu, Srikumar, Vivek · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Newton: Gravitating Towards the Physical Limits of Crossbar Acceleration
2018/03/10 by Anirban Nag, Nag, Anirban, Ali Shafiee +7 · 2 citations
Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #cs.AR #cs.LG
- AGRO: Adversarial Discovery of Error-prone groups for Robust Optimization
2022/12/02 by Paranjape, Bhargavi, Dasigi, Pradeep, Srikumar, Vivek +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- In-Context Example Ordering Guided by Label Distributions
2024/02/18 by Zhichao Xu, Daniel Cohen, Xu, Zhichao +5 · 4 citations
Business, Management and Accounting · Engineering · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Flexible and Reconfigurable Manufacturing Systems #Manufacturing Process and Optimization
- Database Workload Characterization with Query Plan Encoders
2021/05/26 by Debjyoti Paul, Jie Cao, Paul, Debjyoti +5 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Data Quality and Management #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences
- VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations
2021/04/06 by Archit Rathore, Rathore, Archit, Sunipa Dev +15 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #cs.CL #cs.HC
- State Space Models are Strong Text Rerankers
2024/12/18 by Zhichao Xu, Xu, Zhichao, Jinghua Yan +5 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- Don't Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text
2023/05/25 by Ashim Gupta, Gupta, Ashim, Carter Blum +11 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling
- Promptly Predicting Structures: The Return of Inference
2024/01/12 by Maitrey Mehta, Mehta, Maitrey, Valentina Pyatkin +3 · 1 voice · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
- Comprehensive Supersense Disambiguation of English Prepositions and Possessives
2018/05/13 by Nathan Schneider, Schneider, Nathan, Jena D. Hwang +16 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.CL
- Incorporating External Knowledge to Enhance Tabular Reasoning
2021/04/09 by J. Neeraja, Neeraja, J., Vivek Gupta +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #cs.AI #cs.CL #cs.IR
- Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness
2023/11/16 by Ashim Gupta, Gupta, Ashim, Rishanth Rajendhran +7 · 1 voice · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals
2023/11/16 by Yanai Elazar, Bhargavi Paranjape, Elazar, Yanai +14 · 1 voice · 1 citation
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #cs.CL
- Elaboration-Generating Commonsense Question Answering at Scale
2022/09/02 by Wenya Wang, Vivek Srikumar, Wang, Wenya +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- The Integer Linear Programming Inference Cookbook
2023/06/30 by Vivek Srikumar, Dan Roth, Srikumar, Vivek +1 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Criteria Decision Making
- Distillation versus Contrastive Learning: How to Train Your Rerankers
2025/07/11 by Xu, Zhichao, Huang, Zhiqi, Zhuang, Shengyao +1 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Understanding the Logic of Direct Preference Alignment through Logic
2024/12/23 by Kyle Richardson, Vivek Srikumar, Richardson, Kyle +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge
- LLM-Symbolic Integration for Robust Temporal Tabular Reasoning
2025/06/06 by Kulkarni, Atharv, Dixit, Kushagra, Srikumar, Vivek +2 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences