Balasubramanian, Niranjan
- MuSiQue: Multihop Questions via Single-hop Question Composition
2021/08/02 by Harsh Trivedi, Niranjan Balasubramanian, Trivedi, Harsh +5 · 281 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
- Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions
2022/12/20 by Harsh Trivedi, Niranjan Balasubramanian, Trivedi, Harsh +5 · 251 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Efficient Methods for Natural Language Processing: A Survey
2022/08/31 by Marcos Treviso, Treviso, Marcos, Ji-Ung Lee +41 · 2 voices · 12 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents
2024/07/26 by Harsh Trivedi, Trivedi, Harsh, Tushar Khot +15 · 61 citations
Social Sciences · Engineering · #Multimedia Communication and Technology #Smart Parking Systems Research
- IrEne: Interpretable Energy Prediction for Transformers
2021/06/02 by Qingqing Cao, Cao, Qingqing, Yash Kumar Lal +7 · 5 citations
Computer Science · Engineering · #Caching and Content Delivery #Computation and Language (cs.CL) #FOS: Computer and information sciences #Green IT and Sustainability #Smart Grid Energy Management
- Repurposing Entailment for Multi-Hop Question Answering Tasks
2019/04/20 by Harsh Trivedi, Hee Young Kwon, Trivedi, Harsh +7 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering
2020/05/02 by Cao, Qingqing, Trivedi, Harsh, Balasubramanian, Aruna +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Author's Sentiment Prediction
2020/11/12 by Bastan, Mohaddeseh, Koupaee, Mahnaz, Son, Youngseo +2 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- CaT-BENCH: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Plans
2024/06/22 by Yash Kumar Lal, Vanya Cohen, Lal, Yash Kumar +7 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples
2022/10/26 by Mohaddeseh Bastan, Bastan, Mohaddeseh, Mihai Surdeanu +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Towards Accurate and Reliable Energy Measurement of NLP Models
2020/10/11 by Cao, Qingqing, Balasubramanian, Aruna, Balasubramanian, Niranjan · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU
2017/06/03 by Qingqing Cao, Cao, Qingqing, Niranjan Balasubramanian +3 · 1 citation
Computer Science · #Advanced Neural Network Applications #Context-Aware Activity Recognition Systems #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Parallel #and Cluster Computing (cs.DC)
- LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System
2020/10/19 by Doshi, Ishita, Das, Dhritiman, Bhutani, Ashish +3 · 1 citation
#FOS: Computer and information sciences #H.3.1 #H.3.3 #H.3.4 #Information Retrieval (cs.IR)
- Look Hear: Gaze Prediction for Speech-directed Human Attention
2024/07/28 by Sounak Mondal, Seoyoung Ahn, Mondal, Sounak +11 · 3 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Hand Gesture Recognition Systems #Teleoperation and Haptic Systems
- PASTA: A Dataset for Modeling Participant States in Narratives
2022/07/31 by Ghosh, Sayontan, Koupaee, Mahnaz, Chen, Isabella +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Hierarchical Quantized Representations for Script Generation
2018/08/28 by Weber, Noah, Shekhar, Leena, Balasubramanian, Niranjan +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Controlling Decoding for More Abstractive Summaries with Copy-Based Networks
2018/03/19 by Noah Weber, Weber, Noah, Leena Shekhar +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Modeling Preconditions in Text with a Crowd-sourced Dataset
2020/10/06 by Kwon, Heeyoung, Koupaee, Mahnaz, Singh, Pratyush +5 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Event Representations with Tensor-based Compositions
2017/11/21 by Weber, Noah, Balasubramanian, Niranjan, Chambers, Nathanael · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Residualized Similarity for Faithfully Explainable Authorship Verification
2025/10/06 by Peter Zeng, Pegah Alipoormolabashi, Zeng, Peter +13 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Authorship Attribution and Profiling #Topic Modeling #Biomedical Text Mining and Ontologies
- Does RoBERTa Perform Better than BERT in Continual Learning: An Attention Sink Perspective
2024/10/08 by Xueying Bai, Bai, Xueying, Yifan Sun +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)