PPaperPicks

Chitta Baral

Arizona State University, Tempe, Arizona, USA

40 papers at tracked venues · 22 at CORE A* · active 2024–2026

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Venues

ACL ×10EMNLP ×8NAACL ×6CVPR ×5NeurIPS ×3ECCV ×2ICLR ×2AAAI ×1ICCV ×1IROS ×1WACV ×1

Frequent coauthors

Agneet Chatterjee
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Mihir Parmar
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Maitreya Patel
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Amir Saeidi
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Md Nayem Uddin
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Venkatesh Mishra
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Aswin RRV
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Neeraj Varshney
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Prasham Yatinkumar Titiya
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Tejas Anvekar
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Vatsal Malaviya
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Divij Handa
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Papers

  1. FAMA: Failure-Aware Meta-Agentic Framework for Open-Source LLMs in Interactive Tool Use Environments
    ACL 2026 ·
    Amir Saeidi
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  2. From Recall to Forgetting: Benchmarking Long-Term Memory for Personalized Agents
    ACL 2026 ·
    Md Nayem Uddin
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  3. MMTabReal: Real-World Benchmark for Multimodal Table Understanding
    ACL 2026 ·
    Prasham Yatinkumar Titiya
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  4. The Perceptual Observatory Characterizing Robustness and Grounding in MLLMs
    WACV 2026 ·
    Tejas Anvekar
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  5. AcT2I: Evaluating and Improving Action Depiction in Text-to-Image Models
    EMNLP 2025 ·
    Vatsal Malaviya
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  6. ActionReasoningBench: Reasoning about Actions with and without Ramification Constraints
    ICLR 2025 ·
    Divij Handa
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  7. EraseFlow: Learning Concept Erasure Policies via GFlowNet-Driven Alignment
    NeurIPS 2025 ·
    Naga Sai Abhiram Kusumba
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  8. GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning
    ACL 2025 ·
    Shikhhar Siingh
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  9. How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on tau-bench
    EMNLP 2025 ·
    Venkatesh Mishra
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  10. Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents
    NAACL 2025 ·
    Shrinidhi Kumbhar
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  11. Insights into Alignment: Evaluating DPO and its Variants Across Multiple Tasks
    ACL 2025 ·
    Amir Saeidi
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  12. Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning
    NAACL 2025 ·
    Venkatesh Mishra
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  13. Map&Make: Schema Guided Text to Table Generation
    ACL 2025 ·
    Naman Ahuja
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  14. PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving
    EMNLP 2025 ·
    Mihir Parmar
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  15. PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving
    EMNLP 2025 ·
    Mihir Parmar
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  16. QA-LIGN: Aligning LLMs through Constitutionally Decomposed QA
    EMNLP 2025 ·
    Jacob Dineen
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  17. RefEdit: A Benchmark and Method for Improving Instruction-Based Image Editing Model on Referring Expressions
    ICCV 2025 ·
    Bimsara Pathiraja
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  18. Stable Cinemetrics : Structured Taxonomy and Evaluation for Professional Video Generation
    NeurIPS 2025 ·
    Agneet Chatterjee
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  19. TextInVision: Text and Prompt Complexity Driven Visual Text Generation Benchmark
    CVPR 2025 ·
    Forouzan Fallah
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  20. ThinkTuning: Instilling Cognitive Reflections without Distillation
    EMNLP 2025 ·
    Aswin RRV
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  21. ToW: Thoughts of Words Improve Reasoning in Large Language Models
    NAACL 2025 ·
    Zhikun Xu
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  22. UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs' Memorization
    ACL 2025 ·
    Md Nayem Uddin
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  23. VOILA: Evaluation of MLLMs For Perceptual Understanding and Analogical Reasoning
    ICLR 2025 ·
    Nilay Yilmaz
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  24. Chaos with Keywords: Exposing Large Language Models Sycophancy to Misleading Keywords and Evaluating Defense Strategies
    ACL 2024 ·
    Aswin RRV
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  25. ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models
    AAAI 2024 ·
    Maitreya Patel
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  26. ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations
    CVPR 2024 ·
    Maitreya Patel
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  27. Evaluating Multimodal Large Language Models across Distribution Shifts and Augmentations
    CVPR 2024 ·
    Aayush Atul Verma
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  28. Getting it Right: Improving Spatial Consistency in Text-to-Image Models
    ECCV 2024 ·
    Agneet Chatterjee
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  29. Grounding Stylistic Domain Generalization with Quantitative Domain Shift Measures and Synthetic Scene Images
    CVPR 2024 ·
    Yiran Luo
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  30. InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis
    NAACL 2024 ·
    Kevin Scaria
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  31. Investigating Acceleration of LLaMA Inference by Enabling Intermediate Layer Decoding via Instruction Tuning with 'LITE'
    NAACL 2024 ·
    Neeraj Varshney
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  32. Learning Temporally Composable Task Segmentations with Language
    IROS 2024 ·
    Divyanshu Raj
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  33. LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models
    ACL 2024 ·
    Mihir Parmar
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  34. Lost in Translation? Translation Errors and Challenges for Fair Assessment of Text-to-Image Models on Multilingual Concepts
    NAACL 2024 ·
    Michael Saxon
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  35. Multi-LogiEval: Towards Evaluating Multi-Step Logical Reasoning Ability of Large Language Models
    EMNLP 2024 ·
    Nisarg Patel
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  36. On the Robustness of Language Guidance for Low-Level Vision Tasks: Findings from Depth Estimation
    CVPR 2024 ·
    Agneet Chatterjee
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  37. REVISION: Rendering Tools Enable Spatial Fidelity in Vision-Language Models
    ECCV 2024 ·
    Agneet Chatterjee
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  38. Step-by-Step Reasoning to Solve Grid Puzzles: Where do LLMs Falter?
    EMNLP 2024 ·
    Nemika Tyagi
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  39. The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness
    ACL 2024 ·
    Neeraj Varshney
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  40. TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives
    NeurIPS 2024 ·
    Maitreya Patel
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