Karthik Raman
11 papers · 2010–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (14) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(33)
π
Interdisciplinary Bridge
π
Conference Pioneer
β
The Questioner
ποΈ
Keyword Collector
(51)
π
Century Club
(11)
π
Trend Setter
Conferences
EMNLP (4)
NAACL (3)
AAAI (1)
ACL (1)
EACL (1)
ICML (1)
Top co-authors
Keywords
large language model
(3)
knowledge distillation
(2)
in-context learning
(2)
sequence labeling
(2)
information retrieval
(1)
text classification
(1)
few-shot learning
(1)
cross-lingual transfer
(1)
structured prediction
(1)
prompt engineering
(1)
utility estimation
(1)
confidence calibration
(1)
sequence tagging
(1)
efficient inference
(1)
instruction tuning
(1)
dense retrieval
(1)
online learning
(1)
relevance prediction
(1)
weakly-supervised learning
(1)
zero-shot learning
(1)
Papers
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
How Does Beam Search improve Span-Level Confidence Estimation in Generative Sequence Labeling?
EACL 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
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation
AAAI 2020
DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling
EMNLP 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