Sachindra Joshi
5 papers in the PaperMetrix corpus
Papers by this author
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Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks
2021 · arXiv (Cornell University)
Explaining neural network models is important for increasing their trustworthiness in real-world applications. Most existing methods generate post-hoc explanations for neural network models by identifying individual feature attributions or detecting interactions between adjacent features. However, …
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Fast and Light-Weight Answer Text Retrieval in Dialogue Systems
2022 · arXiv (Cornell University)
Dialogue systems can benefit from being able to search through a corpus of text to find information relevant to user requests, especially when encountering a request for which no manually curated response is available. The …
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Few shot chain-of-thought driven reasoning to prompt LLMs for open-ended medical question answering
2024
Saeel Sandeep Nachane, Ojas Gramopadhye, Prateek Chanda, Ganesh Ramakrishnan, Kshitij Sharad Jadhav, Yatin Nandwani, Dinesh Raghu, Sachindra Joshi. Findings of the Association for Computational Linguistics: EMNLP 2024. 2024.
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Dialogue Act Sequence Labeling Using Hierarchical Encoder With CRF
2018
Dialogue Act recognition associate dialogue acts (i.e., semantic labels) to utterances in a conversation. The problem of associating semantic labels to utterances can be treated as a sequence labeling problem. In this work, we build …
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A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response Selection
2019
Harshit Kumar, Arvind Agarwal, Sachindra Joshi. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.