Shafiq Joty
- Papers
- 44
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Authored papers
44SkillOrchestra: Learning to Route Agents via Skill Transfer
arXiv 2026
References Improve LLM Alignment in Non-Verifiable Domains
arXiv 2026
Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization
arXiv 2026
Least-Loaded Expert Parallelism: Load Balancing An Imbalanced Mixture-of-Experts
arXiv 2026
Synthesizing Agentic Data for Web Agents with Progressive Difficulty Enhancement Mechanisms
arXiv 2025
Hard2Verify: A Step-Level Verification Benchmark for Open-Ended Frontier Math
arXiv 2025
Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings
arXiv 2025
What Makes a Good Natural Language Prompt?
arXiv 2025
Meta-Design Matters: A Self-Design Multi-Agent System
arXiv 2025
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding
arXiv 2025
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering
arXiv 2025
Demystifying Domain-adaptive Post-training for Financial LLMs
arXiv 2025
Preference Optimization for Reasoning with Pseudo Feedback
arXiv 2024
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
arXiv 2024
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models
arXiv 2024
BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models
arXiv 2024
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations
arXiv 2024
ReIFE: Re-evaluating Instruction-Following Evaluation
arXiv 2024
Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large Language Models
arXiv 2024
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey
arXiv 2024
Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction
arXiv 2024
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild
arXiv 2024
How Much are Large Language Models Contaminated? A Comprehensive Survey and the LLMSanitize Library
arXiv 2024
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning
arXiv 2024
StructTest: Benchmarking LLMs' Reasoning through Compositional Structured Outputs
arXiv 2024
LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond
arXiv 2023
XGen-7B Technical Report
arXiv 2023
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles
arXiv 2023
Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation
arXiv 2023
xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval
arXiv 2023
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning
arXiv 2023
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up?
arXiv 2023
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning
arXiv 2023
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework
arXiv 2023
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules
arXiv 2023
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization
arXiv 2023
Exploring Self-supervised Logic-enhanced Training for Large Language Models
arXiv 2023
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning
Findings (ACL) 2022 5
FOLIO: Natural Language Reasoning with First-Order Logic
arXiv 2022
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation
arXiv 2022
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems
ACL 2022 5
GeDi: Generative Discriminator Guided Sequence Generation
Findings (EMNLP) 2021 11
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations
it-s-morphin-time-combating-linguistic-1
Domain Adaptation with Adversarial Training and Graph Embeddings
domain-adaptation-with-adversarial-training-1
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