Varun Kumar
18 papers · 2019–2026 · 8 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🐣 Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(8)
🏃
Academic Marathon
(6)
🧬
Topic Evolution
👥
Mega-Team
(25)
🗃️
Keyword Collector
(70)
🚀
Conference Pioneer
💎
Century Club
(15)
🔥
Unstoppable
(7)
❓
The Questioner
Conferences
ACL (9)
EMNLP (3)
AACL (1)
ICCV (1)
ICLR (1)
ICML (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(4)
code generation
(3)
data augmentation
(2)
abstract syntax tree
(2)
language model
(2)
reinforcement learning
(2)
intent classification
(2)
code completion
(2)
bayesian inference
(1)
topic modeling
(1)
domain generalization
(1)
knowledge distillation
(1)
named entity recognition
(1)
text generation
(1)
text-to-image generation
(1)
few-shot learning
(1)
human-in-the-loop learning
(1)
conditional generation
(1)
object detection
(1)
ambiguity resolution
(1)
Papers
Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization
ACL 2026
SpecAgent: A Speculative Retrieval and Forecasting Agent for Code Completion
ACL 2026
CODESTRUCT: Code Agents over Structured Action Spaces
ACL 2026
Planning-Aware Code Infilling via Horizon-Length Prediction
EMNLP 2025
Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies
EMNLP 2024
LeDex: Training LLMs to Better Self-Debug and Explain Code
NIPS 2024
Fewer Truncations Improve Language Modeling
ICML 2024
Resolving Ambiguities in Text-to-Image Generative Models
ACL 2023
Multi-lingual Evaluation of Code Generation Models
ICLR 2023
ReCode: Robustness Evaluation of Code Generation Models
ACL 2023
A Static Evaluation of Code Completion by Large Language Models
ACL 2023
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal
ACL 2022
On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations
ACL 2022
Industry Scale Semi-Supervised Learning for Natural Language Understanding
NAACL 2021
Data Augmentation using Pre-trained Transformer Models
AACL 2020
SpaceNet MVOI: A Multi-View Overhead Imagery Dataset
ICCV 2019
A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification
EMNLP 2019
Why Didn’t You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models
ACL 2019