← Authors

Mausam

67 papers · 2009–2025 · 14 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (10) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (74) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (10) 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (16) 🀝 Dynamic Duo (13) πŸ”¬ Deep Specialist (11) 🧬 Topic Evolution πŸ† Keyword Champion (8) πŸ—ƒοΈ Keyword Collector (200) ⚑ Prolific Year (5) πŸ”₯ Unstoppable (17) πŸ’Ž Century Club (66) ❓ The Questioner (3)

Conferences

ACL (19) EMNLP (17) IJCAI (7) IJCNLP (6) NAACL (4) NIPS (4) CONLL (2) UAI (2) AAAI (1) AACL (1) AISTATS (1) COLING (1) CVPR (1) ICML (1)

Top co-authors

Oren Etzioni (13) Parag Singla (12) Soumen Chakrabarti (7) Stephen Soderland (7) Dinesh Raghu (6) Ankit Anand (5) Keshav Kolluru (5) Prachi Jain (4) Janara Christensen (4) Manish Gupta (4)

Keywords

open information extraction (8) knowledge base completion (4) large language model (4) knowledge base (4) knowledge graph (3) named entity recognition (3) attention mechanism (3) link prediction (3) graph neural network (3) relational mdp (3) relation extraction (3) task-oriented dialog (3) dialog system (3) benchmark dataset (3) neural network (3) few-shot learning (2) video question answering (2) probabilistic graphical model (2) distant supervision (2) dependency parsing (2)

Papers

Towards Multimodal Question Answering in Educational Domain AACL 2025
LRPLAN: A Multi-Agent Collaboration of Large Language and Reasoning Models for Planning with Implicit & Explicit Constraints EMNLP 2025
Towards Multimodal Question Answering in Educational Domain IJCNLP 2025
Iterative Repair with Weak Verifiers for Few-shot Transfer in KBQA with Unanswerability ACL 2025
STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases EMNLP 2025
AutoMix: Automatically Mixing Language Models NIPS 2024
GOALNET: Interleaving Neural Goal Predicate Inference with Classical Planning for Generalization in Robot Instruction Following AAAI 2024
DeGPR: Deep Guided Posterior Regularization for Multi-Class Cell Detection and Counting CVPR 2023
SymNet 3.0: Exploiting Long-Range Influences in Learning Generalized Neural Policies for Relational MDPs UAI 2023
ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language Adapters EMNLP 2023
Have LLMs Advanced Enough? A Challenging Problem Solving Benchmark For Large Language Models EMNLP 2023
Do I have the Knowledge to Answer? Investigating Answerability of Knowledge Base Questions ACL 2023
DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles ACL 2023
Multimodal Persona Based Generation of Comic Dialogs ACL 2023
mOKB6: A Multilingual Open Knowledge Base Completion Benchmark ACL 2023
Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion ACL 2023
DKAF: KB Arbitration for Learning Task-Oriented Dialog Systems with Dialog-KB Inconsistencies ACL 2023
Let’s Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs EMNLP 2023
NeuSTIP: A Neuro-Symbolic Model for Link and Time Prediction in Temporal Knowledge Graphs EMNLP 2023
PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction ACL 2022
DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction ACL 2022
SymNet 2.0: Effectively handling Non-Fluents and Actions in Generalized Neural Policies for RDDL Relational MDPs UAI 2022
A Solver-free Framework for Scalable Learning in Neural ILP Architectures NIPS 2022
Alignment-Augmented Consistent Translation for Multilingual Open Information Extraction ACL 2022
TANGO: Commonsense Generalization in Predicting Tool Interactions for Mobile Manipulators IJCAI 2021
End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs EMNLP 2021
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs ACL 2021
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs IJCNLP 2021
A Simple Yet Strong Pipeline for HotpotQA EMNLP 2020
IMoJIE: Iterative Memory-Based Joint Open Information Extraction ACL 2020
Symbolic Network: Generalized Neural Policies for Relational MDPs ICML 2020
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols EMNLP 2020
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction EMNLP 2020
Why and when should you pool? Analyzing Pooling in Recurrent Architectures EMNLP 2020
CaRB: A Crowdsourced Benchmark for Open IE EMNLP 2019
CaRB: A Crowdsourced Benchmark for Open IE IJCNLP 2019
A Primal Dual Formulation For Deep Learning With Constraints NIPS 2019
Disentangling Language and Knowledge in Task-Oriented Dialogs NAACL 2019
Open Information Extraction from Conjunctive Sentences COLING 2018
Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision ACL 2018
Transfer of Deep Reactive Policies for MDP Planning NIPS 2018
Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference IJCAI 2018
Inferring Temporal Knowledge for Near-Periodic Recurrent Events IJCAI 2018
Non-Count Symmetries in Boolean & Multi-Valued Prob. Graphical Models AISTATS 2017
Bootstrapping for Numerical Open IE ACL 2017
Coarse-to-Fine Lifted MAP Inference in Computer Vision IJCAI 2017
Open Information Extraction Systems and Downstream Applications IJCAI 2016
Entity-balanced Gaussian pLSA for Automated Comparison NAACL 2016
Knowledge-Guided Linguistic Rewrites for Inference Rule Verification NAACL 2016
Contextual Symmetries in Probabilistic Graphical Models IJCAI 2016
Open IE as an Intermediate Structure for Semantic Tasks ACL 2015
ASAP-UCT: Abstraction of State-Action Pairs in UCT IJCAI 2015
Open IE as an Intermediate Structure for Semantic Tasks IJCNLP 2015
Hierarchical Summarization: Scaling Up Multi-Document Summarization ACL 2014
Towards Coherent Multi-Document Summarization NAACL 2013
Generating Coherent Event Schemas at Scale EMNLP 2013
Open Language Learning for Information Extraction EMNLP 2012
No Noun Phrase Left Behind: Detecting and Typing Unlinkable Entities CONLL 2012
Open Language Learning for Information Extraction CONLL 2012
No Noun Phrase Left Behind: Detecting and Typing Unlinkable Entities EMNLP 2012
Named Entity Recognition in Tweets: An Experimental Study EMNLP 2011
Identifying Functional Relations in Web Text EMNLP 2010
A Latent Dirichlet Allocation Method for Selectional Preferences ACL 2010
Compiling a Massive, Multilingual Dictionary via Probabilistic Inference IJCNLP 2009
A Rose is a Roos is a Ruusu: Querying Translations for Web Image Search IJCNLP 2009
Compiling a Massive, Multilingual Dictionary via Probabilistic Inference ACL 2009
A Rose is a Roos is a Ruusu: Querying Translations for Web Image Search ACL 2009