Mausam

Combining Distantly Supervised Models with In Context Learning for Monolingual and Cross-Lingual Relation Extraction ACL 2026 Towards Multimodal Question Answering in Educational Domain IJCNLP 2025 Iterative Repair with Weak Verifiers for Few-shot Transfer in KBQA with Unanswerability ACL 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 AACL 2025 STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases EMNLP 2025 GOALNET: Interleaving Neural Goal Predicate Inference with Classical Planning for Generalization in Robot Instruction Following AAAI 2024 AutoMix: Automatically Mixing Language Models NIPS 2024 Have LLMs Advanced Enough? A Challenging Problem Solving Benchmark For Large Language Models EMNLP 2023 ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language Adapters EMNLP 2023 NeuSTIP: A Neuro-Symbolic Model for Link and Time Prediction in Temporal Knowledge Graphs EMNLP 2023 SymNet 3.0: Exploiting Long-Range Influences in Learning Generalized Neural Policies for Relational MDPs UAI 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 DeGPR: Deep Guided Posterior Regularization for Multi-Class Cell Detection and Counting CVPR 2023 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 PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction ACL 2022 TANGO: Commonsense Generalization in Predicting Tool Interactions for Mobile Manipulators IJCAI 2021 Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs ACL 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 IJCNLP 2021 A Simple Yet Strong Pipeline for HotpotQA EMNLP 2020 OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction EMNLP 2020 IMoJIE: Iterative Memory-Based Joint Open Information Extraction ACL 2020 Symbolic Network: Generalized Neural Policies for Relational MDPs ICML 2020 Why and when should you pool? Analyzing Pooling in Recurrent Architectures EMNLP 2020 Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols EMNLP 2020 CaRB: A Crowdsourced Benchmark for Open IE EMNLP 2019 A Primal Dual Formulation For Deep Learning With Constraints NIPS 2019 CaRB: A Crowdsourced Benchmark for Open IE IJCNLP 2019 Disentangling Language and Knowledge in Task-Oriented Dialogs NAACL 2019 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 Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision ACL 2018 Transfer of Deep Reactive Policies for MDP Planning NIPS 2018 Open Information Extraction from Conjunctive Sentences COLING 2018 Bootstrapping for Numerical Open IE ACL 2017 Coarse-to-Fine Lifted MAP Inference in Computer Vision IJCAI 2017 Non-Count Symmetries in Boolean & Multi-Valued Prob. Graphical Models AISTATS 2017 Open Information Extraction Systems and Downstream Applications IJCAI 2016 Contextual Symmetries in Probabilistic Graphical Models IJCAI 2016 Knowledge-Guided Linguistic Rewrites for Inference Rule Verification NAACL 2016 Entity-balanced Gaussian pLSA for Automated Comparison NAACL 2016 ASAP-UCT: Abstraction of State-Action Pairs in UCT IJCAI 2015 Open IE as an Intermediate Structure for Semantic Tasks ACL 2015 Open IE as an Intermediate Structure for Semantic Tasks IJCNLP 2015 Hierarchical Summarization: Scaling Up Multi-Document Summarization ACL 2014 Generating Coherent Event Schemas at Scale EMNLP 2013 Towards Coherent Multi-Document Summarization NAACL 2013 No Noun Phrase Left Behind: Detecting and Typing Unlinkable Entities EMNLP 2012 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 Named Entity Recognition in Tweets: An Experimental Study EMNLP 2011 A Latent Dirichlet Allocation Method for Selectional Preferences ACL 2010 Identifying Functional Relations in Web Text EMNLP 2010 A Rose is a Roos is a Ruusu: Querying Translations for Web Image Search IJCNLP 2009 Compiling a Massive, Multilingual Dictionary via Probabilistic Inference 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