| 2023 |
| Entropy-guided Vocabulary Augmentation of Multilingual Language Models for Low-resource Tasks. |
Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti |
ACL (Findings) 2023: 8619-8629 |
| Transfer Learning for Low-Resource Multilingual Relation Classification. |
Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti |
ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(2): 50:1-50:24 (2023) |
| Systematic Investigation of Strategies Tailored for Low-Resource Settings for Low-Resource Dependency Parsing. |
Jivnesh Sandhan, Laxmidhar Behera, Pawan Goyal: |
EACL 2023: 2156-2163 |
| Intent Identification and Entity Extraction for Healthcare Queries in Indic Languages. |
Ankan Mullick, Ishani Mondal, Sourjyadip Ray, R. Raghav, G. Sai Chaitanya, Pawan Goyal |
EACL (Findings) 2023: 1825-1836 |
| SanskritShala: A Neural Sanskrit NLP Toolkit with Web-Based Interface for Pedagogical and Annotation Purposes. |
Jivnesh Sandhan, Anshul Agarwal, Laxmidhar Behera, Tushar Sandhan, Pawan Goyal |
ACL (demo) 2023: 103-112 |
| Meta-ED: Cross-lingual Event Detection Using Meta-learning for Indian Languages. |
Aniruddha Roy, Isha Sharma, Sudeshna Sarkar, Pawan Goyal |
ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(2): 46:1-46:22 (2023) |
| Fairness for both Readers and Authors: Evaluating Summaries of User Generated Content. |
Garima Chhikara, Kripabandhu Ghosh, Saptarshi Ghosh, Abhijnan Chakraborty |
SIGIR 2023: 1996-2000 |
| Nonet at SemEval-2023 Task 6: Methodologies for Legal Evaluation. |
Shubham Kumar Nigam, Aniket Deroy, Noel Shallum, Ayush Kumar Mishra, Anup Roy, Shubham Kumar Mishra, Arnab Bhattacharya, Saptarshi Ghosh, Kripabandhu Ghosh |
SemEval@ACL 2023: 1293-1303 |
| How Ready are Pre-trained Abstractive Models and LLMs for Legal Case Judgement Summarization? |
Aniket Deroy, Kripabandhu Ghosh, Saptarshi Ghosh |
LegalAIIA@ICAIL 2023: 8-19 |
| DeepRhole: deep learning for rhetorical role labeling of sentences in legal case documents. |
Paheli Bhattacharya, Shounak Paul, Kripabandhu Ghosh, Saptarshi Ghosh, Adam Wyner |
Artif. Intell. Law 31(1): 53-90 (2023) |
| 2022 |
| ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts. |
Rajdeep Mukherjee, Abhinav Bohra, Akash Banerjee, Soumya Sharma, Manjunath Hegde, Afreen Shaikh, Shivani Shrivastava, Koustuv Dasgupta, Niloy Ganguly, Saptarshi Ghosh, Pawan Goyal |
EMNLP 2022: 10893-10906 |
| Fast Few Shot Self-attentive Semi-supervised Political Inclination Prediction. |
Souvic Chakraborty, Pawan Goyal, Animesh Mukherjee |
ICADL 2022: 3-20 |
| Hate Speech and Offensive Language Detection in Bengali. |
Mithun Das, Somnath Banerjee, Punyajoy Saha, Animesh Mukherjee |
AACL/IJCNLP (1) 2022: 286-296 |
| HateCheckHIn: Evaluating Hindi Hate Speech Detection Models. |
Mithun Das, Punyajoy Saha, Binny Mathew, Animesh Mukherjee |
LREC 2022: 5378-5387 |
| Is This Bug Severe? A Text-Cum-Graph Based Model for Bug Severity Prediction. |
Mithun Das, Punyajoy Saha, Binny Mathew, Animesh Mukherjee |
ECML/PKDD (6) 2022: 236-252 |
| A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit. |
Jivnesh Sandhan, Ashish Gupta, Hrishikesh Terdalkar, Tushar Sandhan, Suvendu Samanta, Laxmidhar Behera, Pawan Goyal |
COLING 2022: 4071-4083 |
| Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages? |
Aniruddha Roy, Rupak Kumar Thakur, Isha Sharma, Ashim Gupta, Amrith Krishna, Sudeshna Sarkar, Pawan Goyal |
COLING 2022: 4251-4257 |
| TransLIST: A Transformer-Based Linguistically Informed Sanskrit Tokenizer. |
Jivnesh Sandhan, Rathin Singha, Narein Rao, Suvendu Samanta, Laxmidhar Behera, Pawan Goyal |
EMNLP (Findings) 2022: 6902-6912 |
| ArgGen: Prompting Text Generation Models for Document-Level Event-Argument Aggregation. |
Debanjana Kar, Sudeshna Sarkar, Pawan Goyal |
AACL/IJCNLP (Findings) 2022: 399-404 |
| Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation. |
Abhay Shukla, Paheli Bhattacharya, Soham Poddar, Rajdeep Mukherjee, Kripabandhu Ghosh, Pawan Goyal, Saptarshi Ghosh |
AACL/IJCNLP (1) 2022: 1048-1064 |
| Linguistically Informed Post-processing for ASR Error correction in Sanskrit. |
Rishabh Kumar, Devaraja Adiga, Rishav Ranjan, Amrith Krishna, Ganesh Ramakrishnan, Pawan Goyal, Preethi Jyothi |
INTERSPEECH 2022: 2293-2297 |
| Using Sentence-level Classification Helps Entity Extraction from Material Science Literature. |
Ankan Mullick, Shubhraneel Pal, Tapas Nayak, Seung-Cheol Lee, Satadeep Bhattacharjee, Pawan Goyal |
LREC 2022: 4540-4545 |
| Effectiveness of Data Augmentation to Identify Relevant Reviews for Product Question Answering. |
Kalyani Roy, Avani Goel, Pawan Goyal |
WWW (Companion Volume) 2022: 298-301 |
| A sequence labeling model for catchphrase identification from legal case documents. |
Arpan Mandal, Kripabandhu Ghosh, Saptarshi Ghosh, Sekhar Mandal |
Artif. Intell. Law 30(3): 325-358 (2022) |
| Legal case document similarity: You need both network and text. |
Paheli Bhattacharya, Kripabandhu Ghosh, Arindam Pal, Saptarshi Ghosh |
Inf. Process. Manag. 59(6): 103069 (2022) |
| A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection. |
Ankan Mullick, Sukannya Purkayastha, Pawan Goyal, Niloy Ganguly |
NAACL-HLT (Findings) 2022: 282-292 |
| CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID Vaccines. |
Soham Poddar, Azlaan Mustafa Samad, Rajdeep Mukherjee, Niloy Ganguly, Saptarshi Ghosh |
SIGIR 2022: 3154-3164 |
| MTLTS: A Multi-Task Framework To Obtain Trustworthy Summaries From Crisis-Related Microblogs. |
Rajdeep Mukherjee, Uppada Vishnu, Hari Chandana Peruri, Sourangshu Bhattacharya, Koustav Rudra, Pawan Goyal, Niloy Ganguly |
WSDM 2022: 755-763 |
| Data Bootstrapping Approaches to Improve Low Resource Abusive Language Detection for Indic Languages. |
Mithun Das, Somnath Banerjee, Animesh Mukherjee |
HT 2022: 32-42 |
| CounterGeDi: A Controllable Approach to Generate Polite, Detoxified and Emotional Counterspeech. |
Punyajoy Saha, Kanishk Singh, Adarsh Kumar, Binny Mathew, Animesh Mukherjee |
IJCAI 2022: 5157-5163 |
| CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection. |
Souvic Chakraborty, Parag Dutta, Sumegh Roychowdhury, Animesh Mukherjee |
NAACL-HLT (Findings) 2022: 1874-1886 |
| Augmenting Video Lectures: Identifying Off-topic Concepts and Linking to Relevant Video Lecture Segments. |
Krishnendu Ghosh, Sharmila Reddy Nangi, Yashasvi Kanchugantla, Pavan Gopal Rayapati, Plaban Kumar Bhowmick, Pawan Goyal |
Int. J. Artif. Intell. Educ. 32(2): 382-412 (2022) |
| Network embeddings from distributional thesauri for improving static word representations. |
Abhik Jana, Siddhant Haldar, Pawan Goyal |
Expert Syst. Appl. 187: 115868 (2022) |
| LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute Identification from Indian Legal Documents. |
Shounak Paul, Pawan Goyal, Saptarshi Ghosh |
AAAI 2022: 11139-11146 |
| Representation Learning for Conversational Data using Discourse Mutual Information Maximization. |
Bishal Santra, Sumegh Roychowdhury, Aishik Mandal, Vasu Gurram, Atharva Naik, Manish Gupta, Pawan Goyal |
NAACL-HLT 2022: 1718-1734 |
| AR-BERT: Aspect-relation enhanced Aspect-level Sentiment Classification with Multi-modal Explanations. |
Sk Mainul Islam, Sourangshu Bhattacharya |
WWW 2022: 987-998 |
| 2021 |
| A Hierarchical VAE for Calibrating Attributes while Generating Text using Normalizing Flow. |
Bidisha Samanta, Mohit Agrawal, Niloy Ganguly |
ACL/IJCNLP (1) 2021: 2405-2415 |
| Knowledge-Aware Neural Networks for Medical Forum Question Classification. |
Soumyadeep Roy, Sudip Chakraborty, Aishik Mandal, Gunjan Balde, Prakhar Sharma, Anandhavelu Natarajan, Megha Khosla, Shamik Sural, Niloy Ganguly |
CIKM 2021: 3398-3402 |
| A Data Bootstrapping Recipe for Low-Resource Multilingual Relation Classification. |
Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti |
CoNLL 2021: 575-587 |
| Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework. |
Abhilash Nandy, Soumya Sharma, Shubham Maddhashiya, Kapil Sachdeva, Pawan Goyal, Niloy Ganguly |
EMNLP (Findings) 2021: 4600-4609 |
| tWT-WT: A Dataset to Assert the Role of Target Entities for Detecting Stance of Tweets. |
Ayush Kaushal, Avirup Saha, Niloy Ganguly |
NAACL-HLT 2021: 3879-3889 |
| Understanding the Role of Affect Dimensions in Detecting Emotions from Tweets: A Multi-task Approach. |
Rajdeep Mukherjee, Atharva Naik, Sriyash Poddar, Soham Dasgupta, Niloy Ganguly |
SIGIR 2021: 2303-2307 |
| HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection. |
Binny Mathew, Punyajoy Saha, Seid Muhie Yimam, Chris Biemann, Pawan Goyal, Animesh Mukherjee |
AAAI 2021: 14867-14875 |
| Debiasing Multilingual Word Embeddings: A Case Study of Three Indian Languages. |
Srijan Bansal, Vishal Garimella, Ayush Suhane, Animesh Mukherjee |
HT 2021: 27-34 |
| Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey. |
Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria |
Cogn. Comput. 13(5): 1215-1232 (2021) |
| Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights. |
Devaraja Adiga, Rishabh Kumar, Amrith Krishna, Preethi Jyothi, Ganesh Ramakrishnan, Pawan Goyal |
ACL/IJCNLP (Findings) 2021: 5039-5050 |
| A Little Pretraining Goes a Long Way: A Case Study on Dependency Parsing Task for Low-resource Morphologically Rich Languages. |
Jivnesh Sandhan, Amrith Krishna, Ashim Gupta, Laxmidhar Behera, Pawan Goyal |
EACL (Student Research Workshop) 2021: 111-120 |
| Reproducibility, Replicability and Beyond: Assessing Production Readiness of Aspect Based Sentiment Analysis in the Wild. |
Rajdeep Mukherjee, Shreyas Shetty, Subrata Chattopadhyay, Subhadeep Maji, Samik Datta, Pawan Goyal |
ECIR (2) 2021: 92-106 |
| PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction. |
Rajdeep Mukherjee, Tapas Nayak, Yash Butala, Sourangshu Bhattacharya, Pawan Goyal |
EMNLP (1) 2021: 9279-9291 |
| COMPARE: A Taxonomy and Dataset of Comparison Discussions in Peer Reviews. |
Shruti Singh, Mayank Singh, Pawan Goyal |
JCDL 2021: 238-241 |
| Hierarchical Transformer for Task Oriented Dialog Systems. |
Bishal Santra, Potnuru Anusha, Pawan Goyal |
NAACL-HLT 2021: 5649-5658 |
| Unsupervised approaches for measuring textual similarity between legal court case reports. |
Arpan Mandal, Kripabandhu Ghosh, Saptarshi Ghosh, Sekhar Mandal |
Artif. Intell. Law 29(3): 417-451 (2021) |
| An Unsupervised Normalization Algorithm for Noisy Text: A Case Study for Information Retrieval and Stance Detection. |
Anurag Roy, Shalmoli Ghosh, Kripabandhu Ghosh, Saptarshi Ghosh |
ACM J. Data Inf. Qual. 13(3): 17:1-17:25 (2021) |
| Incorporating domain knowledge for extractive summarization of legal case documents. |
Paheli Bhattacharya, Soham Poddar, Koustav Rudra, Kripabandhu Ghosh, Saptarshi Ghosh |
ICAIL 2021: 22-31 |
| Improving Legal Case Summarization Using Document-Specific Catchphrases. |
Arpan Mandal, Paheli Bhattacharya, Sekhar Mandal, Saptarshi Ghosh |
JURIX 2021: 76-81 |
| An Analytical Study of Algorithmic and Expert Summaries of Legal Cases. |
Aniket Deroy, Paheli Bhattacharya, Kripabandhu Ghosh, Saptarshi Ghosh |
JURIX 2021: 90-99 |