Sachindra Joshi

Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models NAACL 2025 Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG NAACL 2025 BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback ICML 2024 Evaluating Robustness of Open Dialogue Summarization Models in the Presence of Naturally Occurring Variations ACL 2024 Few shot chain-of-thought driven reasoning to prompt LLMs for open-ended medical question answering EMNLP 2024 Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks EMNLP 2024 Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs EMNLP 2023 Fast and Light-Weight Answer Text Retrieval in Dialogue Systems NAACL 2022 Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition NAACL 2022 Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings EMNLP 2022 Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation EMNLP 2022 Bootstrapping Dialog Models from Human to Human Conversation Logs AAAI 2021 Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs ACL 2021 Doc2Bot: Document grounded Bot Framework AAAI 2021 Does Structure Matter? Encoding Documents for Machine Reading Comprehension NAACL 2021 End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs EMNLP 2021 Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks NAACL 2021 Integrating Dialog History into End-to-End Spoken Language Understanding Systems Interspeech 2021 MultiDoc2Dial: Modeling Dialogues Grounded in Multiple Documents EMNLP 2021 Simulated Chats for Building Dialog Systems: Learning to Generate Conversations from Instructions EMNLP 2021 Summary Grounded Conversation Generation ACL 2021 TWEETSUMM - A Dialog Summarization Dataset for Customer Service EMNLP 2021 Using Question Answering Rewards to Improve Abstractive Summarization EMNLP 2021 Agent Assist through Conversation Analysis EMNLP 2020 Conversational Document Prediction to Assist Customer Care Agents EMNLP 2020 doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset EMNLP 2020 Effects of Naturalistic Variation in Goal-Oriented Dialog EMNLP 2020 Mask & Focus: Conversation Modelling by Learning Concepts AAAI 2020 Neural Conversational QA: Learning to Reason vs Exploiting Patterns EMNLP 2020 A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response Selection EMNLP 2019 Multi-Level Memory for Task Oriented Dialogs NAACL 2019 Dialogue-act-driven Conversation Model : An Experimental Study COLING 2018 Exemplar Encoder-Decoder for Neural Conversation Generation ACL 2018 Finding Dominant User Utterances And System Responses in Conversations IJCNLP 2017 Generating Natural Language Question-Answer Pairs from a Knowledge Graph Using a RNN Based Question Generation Model EACL 2017 Non-sentential Question Resolution using Sequence to Sequence Learning COLING 2016 Sentiment Aggregation using ConceptNet Ontology IJCNLP 2013 Labeling Unlabeled Data using Cross-Language Guided Clustering IJCNLP 2011 Learning Decision Lists with Known Rules for Text Mining IJCNLP 2008 Entity Annotation based on Inverse Index Operations EMNLP 2006