Puneet Mathur

DIAGRAMS : A Review Framework for Reasoning-Level Attribution in Diagram QA ACL 2026 A Survey on LLM-based Conversational User Simulation EACL 2026 Test-Time Strategies for More Efficient and Accurate Agentic RAG ACL 2026 Lizard: An Efficient Linearization Framework for Large Language Models ACL 2026 MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections NAACL 2025 ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing IJCNLP 2025 ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing AACL 2025 From Selection to Generation: A Survey of LLM-based Active Learning ACL 2025 ChartLens: Fine-grained Visual Attribution in Charts ACL 2025 GUI Agents: A Survey ACL 2025 Source Attribution for Large Language Models AACL 2025 VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation NAACL 2025 Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents EMNLP 2025 DELOC: Document Element Localizer EMNLP 2025 SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness Gaps EMNLP 2025 Source Attribution for Large Language Models IJCNLP 2025 DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding EMNLP 2024 DocPilot: Copilot for Automating PDF Edit Workflows in Documents ACL 2024 DOC-RAG: ASR Language Model Personalization with Domain-Distributed Co-occurrence Retrieval Augmentation COLING 2024 DocScript: Document-level Script Event Prediction COLING 2024 Saliency-Aware Interpolative Augmentation for Multimodal Financial Prediction COLING 2024 MATSA: Multi-Agent Table Structure Attribution EMNLP 2024 DocEdit: Language-Guided Document Editing AAAI 2023 LayerDoc: Layer-Wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents WACV 2023 PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation EMNLP 2023 DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis INTERSPEECH 2022 DocTime: A Document-level Temporal Dependency Graph Parser NAACL 2022 DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection EMNLP 2022 PISA: PoIncaré Saliency-Aware Interpolative Augmentation INTERSPEECH 2022 DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents EMNLP 2022 3MASSIV: Multilingual, Multimodal and Multi-Aspect Dataset of Social Media Short Videos CVPR 2022 TIMERS: Document-level Temporal Relation Extraction IJCNLP 2021 Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines ACL 2021 TIMERS: Document-level Temporal Relation Extraction ACL 2021 Affect2MM: Affective Analysis of Multimedia Content Using Emotion Causality CVPR 2021 Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines IJCNLP 2021 Multitask Learning for Emotionally Analyzing Sexual Abuse Disclosures NAACL 2021 Suicide Risk Assessment via Temporal Psycholinguistic Modeling (Student Abstract) AAAI 2020 An Iterative Approach for Identifying Complaint Based Tweets in Social Media Platforms (Student Abstract) AAAI 2020 Risk Forecasting from Earnings Calls Acoustics and Network Correlations INTERSPEECH 2020 Hindi-English Hate Speech Detection: Author Profiling, Debiasing, and Practical Perspectives AAAI 2020 VolTAGE: Volatility Forecasting via Text Audio Fusion with Graph Convolution Networks for Earnings Calls EMNLP 2020 ESAS: Towards Practical and Explainable Short Answer Scoring (Student Abstract) AAAI 2020 SNAP-BATNET: Cascading Author Profiling and Social Network Graphs for Suicide Ideation Detection on Social Media NAACL 2019 Speak up, Fight Back! Detection of Social Media Disclosures of Sexual Harassment NAACL 2019 Detecting Offensive Tweets in Hindi-English Code-Switched Language ACL 2018 Did you offend me? Classification of Offensive Tweets in Hinglish Language EMNLP 2018 Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning EMNLP 2018 Identification of Emergency Blood Donation Request on Twitter EMNLP 2018