Karthik Raman
11 papers · 2010–2024 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (33) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Half
π
Conference Pioneer
β
The Questioner
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(51)
Top co-authors
Research topics
Natural Language Processing
(9)
Artificial Intelligence
(7)
Machine Learning
(6)
Applications
(5)
Learning Types Β· Machine Learning
(5)
Resources & Methods
(5)
Deep Learning
(4)
Learning Paradigms
(4)
Learning Types Β· Deep Learning
(4)
Core AI
(3)
Core Methods
(2)
Generation
(2)
Application Areas
(1)
Architectures
(1)
Models
(1)
Keywords
large language model
(3)
sequence labeling
(2)
knowledge distillation
(2)
in-context learning
(2)
cross-lingual transfer
(1)
text classification
(1)
few-shot learning
(1)
multilingual nlp
(1)
structured prediction
(1)
dense retrieval
(1)
efficient inference
(1)
prompt engineering
(1)
information retrieval
(1)
confidence calibration
(1)
sequence tagging
(1)
weakly supervised learning
(1)
online learning
(1)
instruction tuning
(1)
utility estimation
(1)
zero-shot learning
(1)
Papers
How Does Beam Search improve Span-Level Confidence Estimation in Generative Sequence Labeling?
EACL 2024
Itβs All Relative! β A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction
NAACL 2024
MLT-DR: Multi-Lingual/Task Demonstration RetrievalAn Attempt towards Generalized Retriever for In-Context Learning
EMNLP 2024
Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning
NAACL 2024
QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation
EMNLP 2022
Transforming Sequence Tagging Into A Seq2Seq Task
EMNLP 2022
DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling
EMNLP 2020
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation
AAAI 2020
Learning Multilingual Word Embeddings Using Image-Text Data
NAACL 2019
Stable Coactive Learning via Perturbation
ICML 2013
Multilingual Pseudo-Relevance Feedback: Performance Study of Assisting Languages
ACL 2010