Prakhar Gupta
17 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(13)
Generation
(12)
Machine Learning
(11)
Deep Learning
(9)
Learning Types Β· Machine Learning
(9)
Learning Types Β· Deep Learning
(8)
Artificial Intelligence
(7)
Core AI
(5)
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(3)
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(3)
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(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Keywords
dialogue system
(4)
language model
(3)
representation learning
(3)
text generation
(2)
dialogue generation
(2)
in-context learning
(2)
large language model
(2)
few-shot learning
(2)
sentence embedding
(2)
dialogue safety
(2)
word embedding
(2)
data augmentation
(2)
response generation
(2)
claim verification
(1)
benchmark evaluation
(1)
natural language inference
(1)
zero-shot learning
(1)
transformer architecture
(1)
knowledge distillation
(1)
attention mechanism
(1)
Papers
Revisiting In-Context Learning with Long Context Language Models
ACL 2025
Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations
ACL 2024
DialGuide: Aligning Dialogue Model Behavior with Developer Guidelines
EMNLP 2023
Self-Refine: Iterative Refinement with Self-Feedback
NeurIPS 2023
USB: A Unified Summarization Benchmark Across Tasks and Domains
EMNLP 2023
Using In-Context Learning to Improve Dialogue Safety
EMNLP 2023
DialFact: A Benchmark for Fact-Checking in Dialogue
ACL 2022
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
EMNLP 2022
Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation
NAACL 2022
Controlling Dialogue Generation with Semantic Exemplars
NAACL 2021
Lightweight Cross-Lingual Sentence Representation Learning
ACL 2021
Obtaining Better Static Word Embeddings Using Contextual Embedding Models
ACL 2021
Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation
ACL 2021
Better Word Embeddings by Disentangling Contextual n-Gram Information
NAACL 2019
Cascading Linear Submodular Bandits: Accounting for Position Bias and Diversity in Online Learning to Rank
UAI 2019
WriterForcing: Generating more interesting story endings
ACL 2019
Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features
NAACL 2018