Karthik Gopalakrishnan
13 papers · 2019–2024 · 6 venues · across top CS/AI venues
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Research topics
Machine Learning
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Artificial Intelligence
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Deep Learning
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Core AI
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Natural Language Processing
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Learning Types Β· Machine Learning
(6)
Learning Types Β· Deep Learning
(6)
Generation
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Speech & Audio
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Recognition
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Knowledge & Reasoning
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Reinforcement Learning
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Keywords
dialogue system
(3)
response generation
(2)
language model
(2)
implicit knowledge
(2)
automatic speech recognition
(2)
in-context learning
(2)
large language model
(2)
open-domain dialogue
(2)
transfer learning
(2)
self-supervised learning
(2)
vision-language navigation
(1)
knowledge distillation
(1)
speech recognition
(1)
conversational ai
(1)
imitation learning
(1)
sample efficiency
(1)
bias detection
(1)
object recognition
(1)
online learning
(1)
commonsense knowledge
(1)
Papers
Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments
NeurIPS 2024
A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference
Interspeech 2023
Donβt Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters
Interspeech 2023
Online Learning for Traffic Routing under Unknown Preferences
AISTATS 2023
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale
ACL 2023
Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation
ICML 2023
Analyzing the Limits of Self-Supervision in Handling Bias in Language
EMNLP 2022
Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation
ACL 2022
VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator
ACL 2022
Think Before You Speak: Learning to Generate Implicit Knowledge for Response Generation by Self-Talk
EMNLP 2021
Are Neural Open-Domain Dialog Systems Robust to Speech Recognition Errors in the Dialog History? An Empirical Study
Interspeech 2020
Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks
EMNLP 2020
Topical-Chat: Towards Knowledge-Grounded Open-Domain Conversations
Interspeech 2019