Pankaj Gupta

38 papers A* 4B 1Misc 1Journal 20Unranked 11
YearRankTypeTitle / Venue / Authors
2023 J jnl
A large-scale group decision making method with a consensus reaching process under cognitive linguistic environment.
Int. Trans. Oper. Res.
Xingli Wu, Song Nie, Huchang Liao, Pankaj Gupta
2022 — conf
Federated Continual Learning for Text Classification via Selective Inter-client Transfer.
EMNLP (Findings)
Yatin Chaudhary, Pranav Rai, Matthias Schubert, Hinrich Schütze, Pankaj Gupta
2022 J jnl
Federated Continual Learning for Text Classification via Selective Inter-client Transfer.
CoRR
Yatin Chaudhary, Pranav Rai, Matthias Schubert, Hinrich Schütze, Pankaj Gupta
2021 — conf
Multi-source Neural Topic Modeling in Multi-view Embedding Spaces.
NAACL-HLT
Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze
2021 J jnl
Multi-source Neural Topic Modeling in Multi-view Embedding Spaces.
CoRR
Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze
2020 A* conf
Explainable and Discourse Topic-aware Neural Language Understanding.
ICML
Yatin Chaudhary, Hinrich Schütze, Pankaj Gupta
2020 J jnl
Explainable and Discourse Topic-aware Neural Language Understanding.
CoRR
Yatin Chaudhary, Hinrich Schütze, Pankaj Gupta
2020 A* conf
Neural Topic Modeling with Continual Lifelong Learning.
ICML
Pankaj Gupta, Yatin Chaudhary, Thomas A. Runkler, Hinrich Schütze
2020 J jnl
Neural Topic Modeling with Continual Lifelong Learning.
CoRR
Pankaj Gupta, Yatin Chaudhary, Thomas A. Runkler, Hinrich Schütze
2020 — conf
TopicBERT for Energy Efficient Document Classification.
EMNLP (Findings)
Yatin Chaudhary, Pankaj Gupta, Khushbu Saxena, Vivek Kulkarni, Thomas A. Runkler, Hinrich Schütze
2020 J jnl
TopicBERT for Energy Efficient Document Classification.
CoRR
Yatin Chaudhary, Pankaj Gupta, Khushbu Saxena, Vivek Kulkarni, Thomas A. Runkler, Hinrich Schütze
2019 — conf
BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence Interactions.
BioNLP-OST@EMNLP-IJNCLP
Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze
2019 J jnl
BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence Interactions.
CoRR
Yatin Chaudhary, Pankaj Gupta, Hinrich Schütze
2019 A* conf
Document Informed Neural Autoregressive Topic Models with Distributional Prior.
AAAI
Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Schütze
2019 J jnl
Lifelong Neural Topic Learning in Contextualized Autoregressive Topic Models of Language via Informative Transfers.
CoRR
Yatin Chaudhary, Pankaj Gupta, Thomas A. Runkler
2019 — conf
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019.
BioNLP-OST@EMNLP-IJNCLP
Pankaj Gupta, Usama Yaseen, Hinrich Schütze
2019 J jnl
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019.
CoRR
Usama Yaseen, Pankaj Gupta, Hinrich Schütze
2019 J jnl
Multi-view and Multi-source Transfers in Neural Topic Modeling with Pretrained Topic and Word Embeddings.
CoRR
Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze
2019 J jnl
Neural Architectures for Fine-Grained Propaganda Detection in News.
CoRR
Pankaj Gupta, Khushbu Saxena, Usama Yaseen, Thomas A. Runkler, Hinrich Schütze
2019 A* conf
Neural Relation Extraction within and across Sentence Boundaries.
AAAI
Pankaj Gupta, Subburam Rajaram, Hinrich Schütze, Thomas A. Runkler
2019 — —
Neural information extraction from natural language text.
Pankaj Gupta
2019 — conf
Texttovec: Deep Contextualized Neural autoregressive Topic Models of Language with Distributed Compositional Prior.
ICLR (Poster)
Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Schütze
2018 — conf
Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time.
NAACL-HLT
Pankaj Gupta, Subburam Rajaram, Hinrich Schütze, Bernt Andrassy
2018 J jnl
Document Informed Neural Autoregressive Topic Models with Distributional Prior.
CoRR
Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Schütze
2018 J jnl
Document Informed Neural Autoregressive Topic Models.
CoRR
Pankaj Gupta, Florian Buettner, Hinrich Schütze
2018 — conf
Joint Bootstrapping Machines for High Confidence Relation Extraction.
NAACL-HLT
Pankaj Gupta, Benjamin Roth, Hinrich Schütze
2018 J jnl
Joint Bootstrapping Machines for High Confidence Relation Extraction.
CoRR
Pankaj Gupta, Benjamin Roth, Hinrich Schütze
2018 — conf
LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation.
BlackboxNLP@EMNLP
Pankaj Gupta, Hinrich Schütze
2018 J jnl
LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation.
CoRR
Pankaj Gupta, Hinrich Schütze
2018 J jnl
Neural Relation Extraction Within and Across Sentence Boundaries.
CoRR
Pankaj Gupta, Subburam Rajaram, Hinrich Schütze, Bernt Andrassy, Thomas A. Runkler
2018 — conf
Replicated Siamese LSTM in Ticketing System for Similarity Learning and Retrieval in Asymmetric Texts.
SemDeep@COLING
Pankaj Gupta, Bernt Andrassy, Hinrich Schütze
2018 J jnl
Replicated Siamese LSTM in Ticketing System for Similarity Learning and Retrieval in Asymmetric Texts.
CoRR
Pankaj Gupta, Bernt Andrassy, Hinrich Schütze
2018 J jnl
textTOvec: Deep Contextualized Neural Autoregressive Models of Language with Distributed Compositional Prior.
CoRR
Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Schütze
2017 J jnl
Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time.
CoRR
Pankaj Gupta, Subburam Rajaram, Hinrich Schütze, Bernt Andrassy
2016 Misc conf
Bi-directional recurrent neural network with ranking loss for spoken language understanding.
ICASSP
Ngoc Thang Vu, Pankaj Gupta, Heike Adel, Hinrich Schütze
2016 — conf
Combining Recurrent and Convolutional Neural Networks for Relation Classification.
HLT-NAACL
Ngoc Thang Vu, Heike Adel, Pankaj Gupta, Hinrich Schütze
2016 J jnl
Combining Recurrent and Convolutional Neural Networks for Relation Classification.
CoRR
Ngoc Thang Vu, Heike Adel, Pankaj Gupta, Hinrich Schütze
2016 B conf
Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction.
COLING
Pankaj Gupta, Hinrich Schütze, Bernt Andrassy