Anoop Kumar
19 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Machine Learning
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Natural Language Processing
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Keywords
retrieval-augmented generation
(5)
large language model
(4)
data augmentation
(3)
uncertainty quantification
(3)
spoken language understanding
(2)
neural architecture search
(2)
parameter-efficient tuning
(2)
abstract meaning representation
(2)
intent classification
(2)
paraphrase generation
(2)
slot filling
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cross-lingual transfer
(1)
natural language inference
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question answering
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human perception
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few-shot learning
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fact verification
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model robustness
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transfer learning
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Papers
A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation
EMNLP 2025
An Automatic Method to Estimate Correctness of RAG
COLING 2025
Confidence-Based Response Abstinence: Improving LLM Trustworthiness via Activation-Based Uncertainty Estimation
EMNLP 2025
FB-RAG: Improving RAG with Forward and Backward Lookup
IJCNLP 2025
Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation
EMNLP 2025
Readability Reconsidered A Cross-Dataset Analysis of Reference-Free Metrics
EMNLP 2025
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs
EMNLP 2025
Agenda-Driven Question Generation: A Case Study in the Courtroom Domain
COLING 2024
Correcting Language Model Outputs by Editing Salient Layers
EACL 2024
Leveraging LLMs for Dialogue Quality Measurement
NAACL 2024
Prompt Perturbation Consistency Learning for Robust Language Models
EACL 2024
Measuring and Mitigating Local Instability in Deep Neural Networks
ACL 2023
Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models
ACL 2023
ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation
ACL 2023
Learning Under Label Noise for Robust Spoken Language Understanding systems
Interspeech 2022
Temporal Generalization for Spoken Language Understanding
NAACL 2022
Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations
EMNLP 2022
Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling
EMNLP 2022
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks
EMNLP 2020