Vivek Gupta

MapVerse: A Benchmark for Geospatial Question Answering on Diverse Real-World Maps WACV 2026 The Perceptual Observatory Characterizing Robustness and Grounding in MLLMs WACV 2026 FD-NL2SQL: Feedback-Driven Clinical NL2SQL that Improves with Use ACL 2026 DIAGRAMS : A Review Framework for Reasoning-Level Attribution in Diagram QA ACL 2026 CRAFT: Training-Free Cascaded Retrieval for Tabular QA ACL 2026 Better Call CLAUSE: A Discrepancy Benchmark for Auditing LLMs Legal Reasoning Capabilities EACL 2026 REaR : Retrieve, Expand and Refine for Effective Multitable Retrieval ACL 2026 TabReX: Tabular Referenceless eXplainable Evaluation ACL 2026 JobMatchAI - An Intelligent Job Matching Platform Using Knowledge Graphs, Semantic Search and Explainable AI ACL 2026 GAMED.AI: A Hierarchical Multi-Agent Framework for Automated Educational Game Generation ACL 2026 Program-of-Thought Reveals LLM Abstraction Ceilings EACL 2026 Integrity Shield A System for Ethical AI Use & Authorship Transparency in Assessments EACL 2026 SPORTSQL: An Interactive System for Real-Time Sports Reasoning and Visualization AACL 2025 INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information AACL 2025 No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. AACL 2025 Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective AACL 2025 GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning ACL 2025 Map&Make: Schema Guided Text to Table Generation ACL 2025 PRAISE: Enhancing Product Descriptions with LLM-Driven Structured Insights ACL 2025 LLM-Symbolic Integration for Robust Temporal Tabular Reasoning ACL 2025 TabXEval: Why this is a Bad Table? An eXhaustive Rubric for Table Evaluation ACL 2025 Advancements in AI for Reasoning with Complex Data AAAI 2025 Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents EMNLP 2025 Weaver: Interweaving SQL and LLM for Table Reasoning EMNLP 2025 Federated Retrieval-Augmented Generation: A Systematic Mapping Study EMNLP 2025 TABARD: A Novel Benchmark for Tabular Anomaly Analysis, Reasoning and Detection EMNLP 2025 M-Help: Using Social Media Data to Detect Mental Health Help-Seeking Signals EMNLP 2025 INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information IJCNLP 2025 No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. IJCNLP 2025 Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective IJCNLP 2025 ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing IJCNLP 2025 SPORTSQL: An Interactive System for Real-Time Sports Reasoning and Visualization IJCNLP 2025 Leveraging LLM For Synchronizing Information Across Multilingual Tables NAACL 2025 TRANSIENTTABLES: Evaluating LLMs’ Reasoning on Temporally Evolving Semi-structured Tables NAACL 2025 H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables NAACL 2025 MAPWise: Evaluating Vision-Language Models for Advanced Map Queries NAACL 2025 NTSEBENCH: Cognitive Reasoning Benchmark for Vision Language Models NAACL 2025 Enhancing Temporal Understanding in LLMs for Semi-structured Tables NAACL 2025 ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing AACL 2025 FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts ACL 2024 Knowledge-Aware Reasoning over Multimodal Semi-structured Tables EMNLP 2024 Unraveling the Truth: Do VLMs really Understand Charts? A Deep Dive into Consistency and Robustness EMNLP 2024 Enhancing Question Answering on Charts Through Effective Pre-training Tasks EMNLP 2024 Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets EMNLP 2024 ChartCheck: Explainable Fact-Checking over Real-World Chart Images ACL 2024 Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering ACL 2024 Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data EMNLP 2023 InfoSync: Information Synchronization across Multilingual Semi-structured Tables ACL 2023 Evaluating Inter-Bilingual Semantic Parsing for Indian Languages ACL 2023 TempTabQA: Temporal Question Answering for Semi-Structured Tables EMNLP 2023 RetroNLU: Retrieval Augmented Task-Oriented Semantic Parsing ACL 2022 Enhancing Tabular Reasoning with Pattern Exploiting Training AACL 2022 Bilingual Tabular Inference: A Case Study on Indic Languages NAACL 2022 Enhancing Tabular Reasoning with Pattern Exploiting Training IJCNLP 2022 Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular Reasoning ACL 2022 Right for the Right Reason: Evidence Extraction for Trustworthy Tabular Reasoning ACL 2022 IndicXNLI: Evaluating Multilingual Inference for Indian Languages EMNLP 2022 Realistic Data Augmentation Framework for Enhancing Tabular Reasoning EMNLP 2022 XInfoTabS: Evaluating Multilingual Tabular Natural Language Inference ACL 2022 Leveraging Data Recasting to Enhance Tabular Reasoning EMNLP 2022 Incorporating External Knowledge to Enhance Tabular Reasoning NAACL 2021 SumPubMed: Summarization Dataset of PubMed Scientific Articles IJCNLP 2021 TabPert : An Effective Platform for Tabular Perturbation EMNLP 2021 SumPubMed: Summarization Dataset of PubMed Scientific Articles ACL 2021 Unsupervised Contextualized Document Representation EMNLP 2021 On Dimensional Linguistic Properties of the Word Embedding Space ACL 2020 INFOTABS: Inference on Tables as Semi-structured Data ACL 2020 P-SIF: Document Embeddings Using Partition Averaging AAAI 2020 On Long-Tailed Phenomena in Neural Machine Translation EMNLP 2020 Unbiasing Review Ratings with Tendency Based Collaborative Filtering AACL 2020 Two-Step Classification using Recasted Data for Low Resource Settings AACL 2020 A Logic-Driven Framework for Consistency of Neural Models IJCNLP 2019 Effective Dimensionality Reduction for Word Embeddings ACL 2019 A Logic-Driven Framework for Consistency of Neural Models EMNLP 2019 Distributional Semantics Meets Multi-Label Learning AAAI 2019 Unsupervised Semantic Abstractive Summarization ACL 2018 SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations EMNLP 2017 Product Classification in E-Commerce using Distributional Semantics COLING 2016