Amrita Saha

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 31

Top Topics

Language Understanding

Weakly Supervised

Question Answering

Top Venues

Publications

Yuhui Xu, Zhanming Jie, Hanze Dong, Lei Wang, Xudong Lu, Aojun Zhou, Amrita Saha, Caiming Xiong, Doyen Sahoo
ThinK: Thinner Key Cache by Query-Driven Pruning. CoRR (2024)
Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules. ICLR (2024)
Hailin Chen, Amrita Saha, Steven Chu-Hong Hoi, Shafiq Joty
Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation. EMNLP (2023)
Qian Cheng, Amrita Saha, Wenzhuo Yang, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
LogAI: A Library for Log Analytics and Intelligence. CoRR (2023)
Hailin Chen, Amrita Saha, Steven C. H. Hoi, Shafiq Joty
Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation. CoRR (2023)
Qian Cheng, Doyen Sahoo, Amrita Saha, Wenzhuo Yang, Chenghao Liu, Gerald Woo, Manpreet Singh, Silvio Savarese, Steven C. H. Hoi
AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges. CoRR (2023)
Hung Le, Hailin Chen, Amrita Saha, Akash Gokul, Doyen Sahoo, Shafiq Joty
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules. CoRR (2023)
Aadyot Bhatnagar, Paul Kassianik, Chenghao Liu, Tian Lan, Wenzhuo Yang, Rowan Cassius, Doyen Sahoo, Devansh Arpit, Sri Subramanian, Gerald Woo, Amrita Saha, Arun Kumar Jagota, Gokulakrishnan Gopalakrishnan, Manpreet Singh, K. C. Krithika, Sukumar Maddineni, Dae-ki Cho, Bo Zong, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Steven C. H. Hoi, Huan Wang
Merlion: End-to-End Machine Learning for Time Series. J. Mach. Learn. Res. 24 (2023)
Amrita Saha, Steven C. H. Hoi
Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps. ICSE (SEIP) (2022)
Hailin Chen, Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
Learning Label Modular Prompts for Text Classification in the Wild. CoRR (2022)
Rishabh Bhardwaj, Amrita Saha, Steven C. H. Hoi
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding. CoRR (2022)
Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text. AAAI (2022)
Rishabh Bhardwaj, Amrita Saha, Steven C. H. Hoi, Soujanya Poria
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding. EMNLP (2022)
Hailin Chen, Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
Learning Label Modular Prompts for Text Classification in the Wild. EMNLP (2022)
Amrita Saha, Steven C. H. Hoi
Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps. CoRR (2022)
Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning. CoRR (2021)
Aadyot Bhatnagar, Paul Kassianik, Chenghao Liu, Tian Lan, Wenzhuo Yang, Rowan Cassius, Doyen Sahoo, Devansh Arpit, Sri Subramanian, Gerald Woo, Amrita Saha, Arun Kumar Jagota, Gokulakrishnan Gopalakrishnan, Manpreet Singh, K. C. Krithika, Sukumar Maddineni, Dae-ki Cho, Bo Zong, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Steven C. H. Hoi, Huan Wang
Merlion: A Machine Learning Library for Time Series. CoRR (2021)
Sahana Ramnath, Amrita Saha, Soumen Chakrabarti, Mitesh M. Khapra
Scene Graph based Image Retrieval - A case study on the CLEVR Dataset. CoRR (2019)
Sai Koti Reddy Danda, Amrita Saha, Srikanth G. Tamilselvam, Priyanka Agrawal, Pankaj Dayama
Risk Averse Reinforcement Learning for Mixed Multi-agent Environments. AAMAS (2019)
Amrita Saha, Ghulam Ahmed Ansari, Abhishek Laddha, Karthik Sankaranarayanan, Soumen Chakrabarti
Complex Program Induction for Querying Knowledge Bases in the Absence of Gold Programs. Trans. Assoc. Comput. Linguistics 7 (2019)
Ghulam Ahmed Ansari, Amrita Saha, Vishwajeet Kumar, Mohan Bhambhani, Karthik Sankaranarayanan, Soumen Chakrabarti
Neural Program Induction for KBQA Without Gold Programs or Query Annotations. IJCAI (2019)
Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra, Karthik Sankaranarayanan, Sarath Chandar
Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph. CoRR (2018)
Amrita Saha, Mitesh M. Khapra, Karthik Sankaranarayanan
Towards Building Large Scale Multimodal Domain-Aware Conversation Systems. AAAI (2018)
Amrita Saha, Rahul Aralikatte, Mitesh M. Khapra, Karthik Sankaranarayanan
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension. ACL (1) (2018)
Amrita Saha, Megha Nawhal, Mitesh M. Khapra, Vikas C. Raykar
Learning Disentangled Multimodal Representations for the Fashion Domain. WACV (2018)
Amrita Saha, Rahul Aralikatte, Mitesh M. Khapra, Karthik Sankaranarayanan
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension. CoRR (2018)
Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra, Karthik Sankaranarayanan, Sarath Chandar
Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph. AAAI (2018)
Roy Bar-Haim, Indrajit Bhattacharya, Francesco Dinuzzo, Amrita Saha, Noam Slonim
Stance Classification of Context-Dependent Claims. EACL (1) (2017)
Amrita Saha, Mitesh M. Khapra, Karthik Sankaranarayanan
Multimodal Dialogs (MMD): A large-scale dataset for studying multimodal domain-aware conversations. CoRR (2017)
Amrita Saha, Mitesh M. Khapra, Sarath Chandar, Janarthanan Rajendran, Kyunghyun Cho
A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation. COLING (2016)
Amrita Saha, Mitesh M. Khapra, Sarath Chandar, Janarthanan Rajendran, Kyunghyun Cho
A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation. CoRR (2016)
Amrita Saha, Sathish Indurthi, Shantanu Godbole, Subendhu Rongali, Vikas C. Raykar
Taxonomy grounded aggregation of classifiers with different label sets. CoRR (2015)
Vikas C. Raykar, Amrita Saha
Data Split Strategiesfor Evolving Predictive Models. ECML/PKDD (1) (2015)
A. P. Sarath Chandar, Stanislas Lauly, Hugo Larochelle, Mitesh M. Khapra, Balaraman Ravindran, Vikas C. Raykar, Amrita Saha
An Autoencoder Approach to Learning Bilingual Word Representations. CoRR (2014)
Priyanka Agrawal, Vikas C. Raykar, Amrita Saha
AUC dominant unsupervised ensemble of binary classifiers. SDM (2014)
Noam Slonim, Ehud Aharoni, Carlos Alzate, Roy Bar-Haim, Yonatan Bilu, Lena Dankin, Iris Eiron, Daniel Hershcovich, Shay Hummel, Mitesh M. Khapra, Tamar Lavee, Ran Levy, Paul Matchen, Anatoly Polnarov, Vikas C. Raykar, Ruty Rinott, Amrita Saha, Naama Zwerdling, David Konopnicki, Dan Gutfreund
Claims on demand - an initial demonstration of a system for automatic detection and polarity identification of context dependent claims in massive corpora. COLING (Demos) (2014)
A. P. Sarath Chandar, Stanislas Lauly, Hugo Larochelle, Mitesh M. Khapra, Balaraman Ravindran, Vikas C. Raykar, Amrita Saha
An Autoencoder Approach to Learning Bilingual Word Representations. NIPS (2014)
Amrita Saha, Manideepa Mukherjee, Debanjana Datta, Sangita Saha, Amitabha Sinha
Performance analysis of a FPGA based novel binary and DBNS multiplier. SIGARCH Comput. Archit. News 41 (2) (2013)
Amrita Saha, Pijush Biswas, Amitabha Sinha
An integrated development platform of a reconfigurable radio processor for software defined radio. SIGARCH Comput. Archit. News 41 (2) (2013)
Amrita Saha, Naveen Nair, Ganesh Ramakrishnan
Optimally Extracting Discriminative Disjunctive Features for Dimensionality Reduction. COMAD (2013)
Naveen Nair, Amrita Saha, Ganesh Ramakrishnan, Shonali Krishnaswamy
Rule Ensemble Learning Using Hierarchical Kernels in Structured Output Spaces. AAAI (2012)
Amrita Saha, Ashwin Srinivasan, Ganesh Ramakrishnan
What Kinds of Relational Features Are Useful for Statistical Learning? ILP (2012)
Subhabrata Mukherjee, Amrita Saha, Mrinal K. Naskar, Amitava Mukherjee
Multisource Adaptive Data Distribution and Routing in Wireless Sensor Networks CoRR (2012)
Samiran Bag, Amrita Saha, Pinaki Sarkar
Highly Resilient Communication Using Affine Planes for Key Predistribution and Reed Muller Codes for Connectivity in Wireless Sensor Network. WiMo/CoNeCo (2011)
Pinaki Sarkar, Amrita Saha, Morshed U. Chowdhury
Secure connectivity model in Wireless Sensor Networks (WSN) using first order Reed-Muller codes. MASS (2010)
Pinaki Sarkar, Amrita Saha, Morshed U. Chowdhury
Secure Connectivity Model In Wireless Sensor Network(WSN) Using 1st Order Reed Muller Codes. IACR Cryptol. ePrint Arch. 2010 (2010)
Amrita Saha, Amitabha Sinha
An FPGA Based Architecture of a Novel Reconfigurable Radio Processor for Software Defined Radio. ICETC (2009)