Search Results for author: Malavika Srikanth

Found 4 papers, 2 papers with code

A Comprehensive Survey of Accelerated Generation Techniques in Large Language Models

1 code implementation15 May 2024 Mahsa Khoshnoodi, Vinija Jain, Mingye Gao, Malavika Srikanth, Aman Chadha

Despite the crucial importance of accelerating text generation in large language models (LLMs) for efficiently producing content, the sequential nature of this process often leads to high inference latency, posing challenges for real-time applications.

Text Generation

Adversarial Learning for Zero-Shot Stance Detection on Social Media

1 code implementation NAACL 2021 Emily Allaway, Malavika Srikanth, Kathleen McKeown

Stance detection on social media can help to identify and understand slanted news or commentary in everyday life.

Zero-Shot Stance Detection

Vehicle Trajectory Prediction by Transfer Learning of Semi-Supervised Models

no code implementations14 Jul 2020 Nick Lamm, Shashank Jaiprakash, Malavika Srikanth, Iddo Drori

In this work we show that semi-supervised models for vehicle trajectory prediction significantly improve performance over supervised models on state-of-the-art real-world benchmarks.

Contrastive Learning Trajectory Prediction +1

Image to Language Understanding: Captioning approach

no code implementations21 Feb 2020 Madhavan Seshadri, Malavika Srikanth, Mikhail Belov

Such an approach is a combination of Computer Vision and Natural Language techniques which is a hard problem to solve.

Decoder Image Captioning +3

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