Search Results - "Kohli, Harsh"
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Type 1 diabetes peer support groups: Bridging the gap between healthcare professionals and people with type 1 diabetes
Published in Journal of diabetology (01-01-2022)“…Type 1 diabetes (T1D) is emerging as a major healthcare challenge impacting a significant percentage of the population. Management of T1D remains a concern in…”
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Journal Article -
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Learning Representations for Zero-Shot Retrieval over Structured Data
Published 29-10-2021“…Large Scale Question-Answering systems today are widely used in downstream applications such as chatbots and conversational dialogue agents. Typically, such…”
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Journal Article -
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Training Mixed-Objective Pointing Decoders for Block-Level Optimization in Search Recommendation
Published 21-05-2021“…Related or ideal follow-up suggestions to a web query in search engines are often optimized based on several different parameters -- relevance to the original…”
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Journal Article -
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Training Bi-Encoders for Word Sense Disambiguation
Published 21-05-2021“…Modern transformer-based neural architectures yield impressive results in nearly every NLP task and Word Sense Disambiguation, the problem of discerning the…”
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Cleared for Takeoff? Compositional & Conditional Reasoning may be the Achilles Heel to (Flight-Booking) Language Agents
Published 05-04-2024“…The rapid progress of large language models (LLMs) has seen them excel and frequently surpass human performance on standard benchmarks. This has enabled many…”
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Transfer Learning and Augmentation for Word Sense Disambiguation
Published 10-01-2021“…Many downstream NLP tasks have shown significant improvement through continual pre-training, transfer learning and multi-task learning. State-of-the-art…”
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Journal Article -
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How Lexical is Bilingual Lexicon Induction?
Published 05-04-2024“…In contemporary machine learning approaches to bilingual lexicon induction (BLI), a model learns a mapping between the embedding spaces of a language pair…”
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Journal Article -
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Document categorization using semantic relatedness & Anaphora resolution: A discussion
Published in 2015 IEEE International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN) (01-11-2015)“…Document categorization is the process of assigning pre-defined categories to textual documents. State-of-the art approaches have modelled documents in terms…”
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Conference Proceeding -
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Six Sigma for Software Application of Hypothesis Tests to Software Data
Published in Software quality journal (01-03-2004)“…The article discusses statistical analysis on Release data from a mature Global Software Group (GSG) with three business domains with an aim to ascertain if…”
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Journal Article -
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Optimal Route Searching in Networks with Dynamic Weights Using Flow Algorithms
Published in 2015 International Conference on Computational Intelligence and Communication Networks (CICN) (01-12-2015)“…A network with dynamic weights implies a set of vertices interconnected by a set of edges, each of which bears a weight that changes with time. One example of…”
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Conference Proceeding Journal Article