TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs EACL

Aditya Sharma | Apoorv Saxena | Chitrank Gupta | Mehran Kazemi | Partha Talukdar | Soumen Chakrabarti |

Salient Span Masking for Temporal Understanding EACL

Jeremy Cole | Aditi Chaudhary | Bhuwan Dhingra | Partha Talukdar |

Bootstrapping Multilingual Semantic Parsers using Large Language Models EACL

Abhijeet Awasthi | Nitish Gupta | Bidisha Samanta | Shachi Dave | Sunita Sarawagi | Partha Talukdar |

Evaluating the Diversity, Equity, and Inclusion of NLP Technology: A Case Study for Indian Languages F i n d i n g s - E A C L

Simran Khanuja | Sebastian Ruder | Partha Talukdar |

Evaluating Cross Lingual Transfer for Morphological Analysis: a Case Study of Indian Languages SIGMORPHON

Siddhesh Pawar | Pushpak Bhattacharyya | Partha Talukdar |

Self-Influence Guided Data Reweighting for Language Model Pre-training EMNLP

Megh Thakkar | Tolga Bolukbasi | Sriram Ganapathy | Shikhar Vashishth | Sarath Chandar | Partha Talukdar |

XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages F i n d i n g s - E M N L P

Sebastian Ruder | Jonathan Clark | Alexander Gutkin | Mihir Kale | Min Ma | Massimo Nicosia | Shruti Rijhwani | Parker Riley | Jean-Michel Sarr | Xinyi Wang | John Wieting | Nitish Gupta | Anna Katanova | Christo Kirov | Dana Dickinson | Brian Roark | Bidisha Samanta | Connie Tao | David Adelani | Vera Axelrod | Isaac Caswell | Colin Cherry | Dan Garrette | Reeve Ingle | Melvin Johnson | Dmitry Panteleev | Partha Talukdar |

Parameter-Efficient Finetuning for Robust Continual Multilingual Learning F i n d i n g s - A C L

Kartikeya Badola | Shachi Dave | Partha Talukdar |

Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages ACL

Vaidehi Patil | Partha Talukdar | Sunita Sarawagi |

Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings ACL

Kalpesh Krishna | Deepak Nathani | Xavier Garcia | Bidisha Samanta | Partha Talukdar |

When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer NAACL

Ameet Deshpande | Partha Talukdar | Karthik Narasimhan |

Re-contextualizing Fairness in NLP: The Case of India AACL IJCNLP

Shaily Bhatt | Sunipa Dev | Partha Talukdar | Shachi Dave | Vinodkumar Prabhakaran |

Reordering Examples Helps during Priming-based Few-Shot Learning Findings

Sawan Kumar | Partha Talukdar |

Question Answering Over Temporal Knowledge Graphs ACL IJCNLP

Apoorv Saxena | Soumen Chakrabarti | Partha Talukdar |

MergeDistill: Merging Language Models using Pre-trained Distillation Findings

Simran Khanuja | Melvin Johnson | Partha Talukdar |

Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study ACL IJCNLP

Yash Khemchandani | Sarvesh Mehtani | Vaidehi Patil | Abhijeet Awasthi | Partha Talukdar | Sunita Sarawagi |

OKGIT: Open Knowledge Graph Link Prediction with Implicit Types Findings

. Chandrahas | Partha Talukdar |

Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings ACL

Apoorv Saxena | Aditay Tripathi | Partha Talukdar |

A Re-evaluation of Knowledge Graph Completion Methods ACL

Zhiqing Sun | Shikhar Vashishth | Soumya Sanyal | Partha Talukdar | Yiming Yang |

NILE : Natural Language Inference with Faithful Natural Language Explanations ACL

Sawan Kumar | Partha Talukdar |

Syntax-Guided Controlled Generation of Paraphrases TACL

Ashutosh Kumar | Kabir Ahuja | Raghuram Vadapalli | Partha Talukdar |

CaRe: Open Knowledge Graph Embeddings EMNLP

Swapnil Gupta | Sreyash Kenkre | Partha Talukdar |

Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation NAACL

Ashutosh Kumar | Satwik Bhattamishra | Manik Bhandari | Partha Talukdar |

Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks ACL

Shikhar Vashishth | Manik Bhandari | Prateek Yadav | Piyush Rai | Chiranjib Bhattacharyya | Partha Talukdar |

Relating Simple Sentence Representations in Deep Neural Networks and the Brain ACL

Sharmistha Jat | Hao Tang | Partha Talukdar | Tom Mitchell |

Zero-shot Word Sense Disambiguation using Sense Definition Embeddings ACL

Sawan Kumar | Sharmistha Jat | Karan Saxena | Partha Talukdar |

RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information EMNLP

Shikhar Vashishth | Rishabh Joshi | Sai Suman Prayaga | Chiranjib Bhattacharyya | Partha Talukdar |

AD3: Attentive Deep Document Dater EMNLP

Swayambhu Nath Ray | Shib Sankar Dasgupta | Partha Talukdar |

HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding EMNLP

Shib Sankar Dasgupta | Swayambhu Nath Ray | Partha Talukdar |

ELDEN: Improved Entity Linking Using Densified Knowledge Graphs NAACL

Priya Radhakrishnan | Partha Talukdar | Vasudeva Varma |

Towards Understanding the Geometry of Knowledge Graph Embeddings ACL

Chandrahas | Aditya Sharma | Partha Talukdar |

Higher-order Relation Schema Induction using Tensor Factorization with Back-off and Aggregation ACL

Madhav Nimishakavi | Manish Gupta | Partha Talukdar |

Dating Documents using Graph Convolution Networks ACL

Shikhar Vashishth | Shib Sankar Dasgupta | Swayambhu Nath Ray | Partha Talukdar |

KGEval: Accuracy Estimation of Automatically Constructed Knowledge Graphs EMNLP

Prakhar Ojha | Partha Talukdar |

Speeding up Reinforcement Learning-based Information Extraction Training using Asynchronous Methods EMNLP

Aditya Sharma | Zarana Parekh | Partha Talukdar |

Relation Schema Induction using Tensor Factorization with Side Information EMNLP

Madhav Nimishakavi | Uday Singh Saini | Partha Talukdar |

An Entity-centric Approach for Overcoming Knowledge Graph Sparsity EMNLP

Manjunath Hegde | Partha P. Talukdar |

Translation Invariant Word Embeddings EMNLP

Kejun Huang | Matt Gardner | Evangelos Papalexakis | Christos Faloutsos | Nikos Sidiropoulos | Tom Mitchell | Partha P. Talukdar | Xiao Fu |

Knowledge Base Inference using Bridging Entities EMNLP

Bhushan Kotnis | Pradeep Bansal | Partha P. Talukdar |

A Compositional and Interpretable Semantic Space NAACL

Alona Fyshe | Leila Wehbe | Partha P. Talukdar | Brian Murphy | Tom M. Mitchell |

Incorporating Vector Space Similarity in Random Walk Inference over Knowledge Bases EMNLP

Matt Gardner | Partha Talukdar | Jayant Krishnamurthy | Tom Mitchell |

Interpretable Semantic Vectors from a Joint Model of Brain- and Text- Based Meaning ACL

Alona Fyshe | Partha P. Talukdar | Brian Murphy | Tom M. Mitchell |

Improving Learning and Inference in a Large Knowledge-Base using Latent Syntactic Cues EMNLP

Matt Gardner | Partha Pratim Talukdar | Bryan Kisiel | Tom Mitchell |

Documents and Dependencies: an Exploration of Vector Space Models for Semantic Composition CoNLL WS

Alona Fyshe | Brian Murphy | Partha Talukdar | Tom Mitchell |

Learning Effective and Interpretable Semantic Models using Non-Negative Sparse Embedding COLING

Brian Murphy | Partha Talukdar | Tom Mitchell |

Metric Learning for Graph-Based Domain Adaptation COLING

Paramveer Dhillon | Partha Talukdar | Koby Crammer |

Graph-based Semi-Supervised Learning Algorithms for NLP ACL

Amar Subramanya | Partha Pratim Talukdar |

Selecting Corpus-Semantic Models for Neurolinguistic Decoding *SEMEVAL

Brian Murphy | Partha Talukdar | Tom Mitchell |

Crowdsourced Comprehension: Predicting Prerequisite Structure in Wikipedia WS

Partha Talukdar | William Cohen |

Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction (AKBC-WEKEX) WS

James Fan | Raphael Hoffman | Aditya Kalyanpur | Sebastian Riedel | Fabian Suchanek | Partha Pratim Talukdar |

Experiments in Graph-Based Semi-Supervised Learning Methods for Class-Instance Acquisition ACL

Partha Pratim Talukdar | Fernando Pereira |

Learning Better Data Representation Using Inference-Driven Metric Learning ACL

Paramveer S. Dhillon | Partha Pratim Talukdar | Koby Crammer |

Weakly-Supervised Acquisition of Labeled Class Instances using Graph Random Walks EMNLP

Partha Pratim Talukdar | Joseph Reisinger | Marius Paşca | Deepak Ravichandran | Rahul Bhagat | Fernando Pereira |

Frustratingly Hard Domain Adaptation for Dependency Parsing CoNLL EMNLP

Mark Dredze | John Blitzer | Partha Pratim Talukdar | Kuzman Ganchev | João Graça | Fernando Pereira |

Automatic Code Assignment to Medical Text WS

Koby Crammer | Mark Dredze | Kuzman Ganchev | Partha Pratim Talukdar | Steven Carroll |

A Context Pattern Induction Method for Named Entity Extraction CoNLL WS

Partha Pratim Talukdar | Thorsten Brants | Mark Liberman | Fernando Pereira |

Automatic Generation of Compound Word Lexicon for Hindi Speech Synthesis LREC

S.R. Deepa | Kalika Bali | A.G. Ramakrishnan | Partha Pratim Talukdar |