← Authors

Sachindra Joshi

43 papers · 2006–2025 · 9 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (8) 🐝 Cross-Pollinator (15) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (19) πŸ—ΊοΈ Taxonomy Completionist (60) πŸŒ‰ Interdisciplinary Bridge 🌟 Keyword Trendsetter Combo (4) 🀝 Dynamic Duo (13) πŸ‘₯ Mega-Team (26) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ”¬ Deep Specialist (14) ❓ The Questioner πŸ’Ž Century Club (43) πŸ—ƒοΈ Keyword Collector (160) πŸ“ˆ Trend Setter ⚑ Prolific Year (6) πŸ”₯ Unstoppable (10)

Conferences

EMNLP (17) IJCNLP (7) NAACL (7) ACL (4) AAAI (3) COLING (2) EACL (1) ICML (1) INTERSPEECH (1)

Top co-authors

Dinesh Raghu (13) Chulaka Gunasekara (11) Danish Contractor (8) Gaurav Pandey (7) Hui Wan (7) Jatin Ganhotra (6) Luis Lastras (6) Vineet Kumar (5) Yatin Nandwani (5) David Konopnicki (5)

Research topics

Deep Learning (1)

Keywords

dialogue system (8) dialog system (6) text generation (4) conversational ai (4) neural network (4) response generation (4) question answering (4) data augmentation (3) multi-task learning (3) goal-oriented dialogue (3) retrieval-augmented generation (3) intent recognition (3) conversational agent (3) document grounding (3) conversation modeling (3) dialogue act (3) large language model (3) sequence-to-sequence model (3) natural language inference (2) reinforcement learning (2)

Papers

Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG NAACL 2025
Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models NAACL 2025
BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback ICML 2024
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks EMNLP 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
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs EMNLP 2023
Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition NAACL 2022
Fast and Light-Weight Answer Text Retrieval in Dialogue Systems NAACL 2022
Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation EMNLP 2022
Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings EMNLP 2022
Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks NAACL 2021
Bootstrapping Dialog Models from Human to Human Conversation Logs AAAI 2021
Doc2Bot: Document grounded Bot Framework AAAI 2021
Summary Grounded Conversation Generation ACL 2021
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs ACL 2021
End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs EMNLP 2021
MultiDoc2Dial: Modeling Dialogues Grounded in Multiple Documents EMNLP 2021
TWEETSUMM - A Dialog Summarization Dataset for Customer Service EMNLP 2021
Using Question Answering Rewards to Improve Abstractive Summarization EMNLP 2021
Simulated Chats for Building Dialog Systems: Learning to Generate Conversations from Instructions EMNLP 2021
Summary Grounded Conversation Generation IJCNLP 2021
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs IJCNLP 2021
Integrating Dialog History into End-to-End Spoken Language Understanding Systems INTERSPEECH 2021
Does Structure Matter? Encoding Documents for Machine Reading Comprehension NAACL 2021
Neural Conversational QA: Learning to Reason vs Exploiting Patterns EMNLP 2020
Effects of Naturalistic Variation in Goal-Oriented Dialog EMNLP 2020
Mask & Focus: Conversation Modelling by Learning Concepts AAAI 2020
Agent Assist through Conversation Analysis EMNLP 2020
doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset EMNLP 2020
Conversational Document Prediction to Assist Customer Care Agents 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
A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response Selection IJCNLP 2019
Exemplar Encoder-Decoder for Neural Conversation Generation ACL 2018
Dialogue-act-driven Conversation Model : An Experimental Study COLING 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