← Authors

Puneet Mathur

46 papers · 2018–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (91) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (11) 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (7) πŸ‘₯ Mega-Team (34) 🀝 Dynamic Duo (20) πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (237) ⚑ Prolific Year (6) πŸ”₯ Unstoppable (8) πŸ’Ž Century Club (43) ❓ The Questioner

Conferences

EMNLP (12) ACL (7) NAACL (6) AAAI (5) IJCNLP (4) COLING (3) INTERSPEECH (3) AACL (2) CVPR (2) EACL (1) WACV (1)

Top co-authors

Dinesh Manocha (21) Ramit Sawhney (19) Franck Dernoncourt (18) Rajiv Ratn Shah (11) Nedim Lipka (8) Rajiv Jain (8) Ryan A. Rossi (8) Jiuxiang Gu (7) Vlad Morariu (4) Debanjan Mahata (4)

Research topics

Education (1)

Keywords

multimodal learning (11) text classification (7) large language model (5) question answering (4) social media (4) convolutional neural network (3) hate speech detection (3) social media analysis (3) graph neural network (3) social network analysis (2) document understanding (2) contrastive learning (2) semantic role labeling (2) deep learning (2) offensive language detection (2) domain adaptation (2) transfer learning (2) text analysis (2) visual similarity (2) speech recognition (2)

Papers

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