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Ashutosh Modi

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affiliation: Indian Institute of Technology Kanpur (IIT Kanpur)
affiliation (former): Disney Research
affiliation (PhD 2017): Saarland University, Saarbrücken, Germany

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Books and Theses

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2017
[b1]
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Ashutosh Modi:
Modeling common sense knowledge via scripts. Saarland University, Saarbrücken, Germany, 2017

Journal Articles

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2017
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Ashutosh Modi, Ivan Titov, Vera Demberg, Asad B. Sayeed, Manfred Pinkal:
Modelling Semantic Expectation: Using Script Knowledge for Referent Prediction. Trans. Assoc. Comput. Linguistics 5: 31-44 (2017)

Conference and Workshop Papers

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2023
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Abhinav Joshi, Susmit Agrawal, Ashutosh Modi:
ISLTranslate: Dataset for Translating Indian Sign Language. ACL (Findings) 2023: 10466-10475
[c49]
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Abhinav Joshi, Akshat Sharma, Sai Kiran Tanikella, Ashutosh Modi:
U-CREAT: Unsupervised Case Retrieval using Events extrAcTion. ACL (1) 2023: 13899-13915
[c48]
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Abhinav Joshi, Areeb Ahmad, Umang Pandey, Ashutosh Modi:
From Scripts to RL Environments: Towards Imparting Commonsense Knowledge to RL Agents. AAMAS 2023: 2801-2803
[c47]
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Ashutosh Dwivedi, Pradhyumna Lavania, Ashutosh Modi:
EtiCor: Corpus for Analyzing LLMs for Etiquettes. EMNLP 2023: 6921-6931
[c46]
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Abhinav Joshi, Areeb Ahmad, Umang Pandey, Ashutosh Modi:
ScriptWorld: Text Based Environment for Learning Procedural Knowledge. IJCAI 2023: 5095-5103
[c45]
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Ashutosh Modi, Prathamesh Kalamkar, Saurabh Karn, Aman Tiwari, Abhinav Joshi, Sai Kiran Tanikella, Shouvik Kumar Guha, Sachin Malhan, Vivek Raghavan:
SemEval-2023 Task 6: LegalEval - Understanding Legal Texts. SemEval@ACL 2023: 2362-2374
2022
[c44]
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Arnav Kapoor, Mudit Dhawan, Anmol Goel, T. H. Arjun, Akshala Bhatnagar, Vibhu Agrawal, Amul Agrawal, Arnab Bhattacharya, Ponnurangam Kumaraguru, Ashutosh Modi:
HLDC: Hindi Legal Documents Corpus. ACL (Findings) 2022: 3521-3536
[c43]
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Vijit Malik, Rishabh Sanjay, Shouvik Kumar Guha, Angshuman Hazarika, Shubham Kumar Nigam, Arnab Bhattacharya, Ashutosh Modi:
Semantic Segmentation of Legal Documents via Rhetorical Roles. NLLP@EMNLP 2022: 153-171
[c42]
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Ishika Singh, Gargi Singh, Ashutosh Modi:
Pre-trained Language Models as Prior Knowledge for Playing Text-based Games. AAMAS 2022: 1729-1731
[c41]
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Abhinav Joshi, Ashwani Bhat, Pradeep S, Priya Gole, Shashwat Gupta, Shreyansh Agarwal, Ashutosh Modi:
CISLR: Corpus for Indian Sign Language Recognition. EMNLP 2022: 10357-10366
[c40]
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Abhinav Joshi, Naman Gupta, Jinang Shah, Binod Bhattarai, Ashutosh Modi, Danail Stoyanov:
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments. ICMI 2022: 83-93
[c39]
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Mukund Chaudhry Chaudhry, Arman Kazmi, Shashank Jatav, Akhilesh Verma, Vishal Samal, Kristopher Paul, Ashutosh Modi:
Reducing Inference Time of Biomedical NER Tasks using Multi-Task Learning. ICON 2022: 116-122
[c38]
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Prathamesh Kalamkar, Aman Tiwari, Astha Agarwal, Saurabh Karn, Smita Gupta, Vivek Raghavan, Ashutosh Modi:
Corpus for Automatic Structuring of Legal Documents. LREC 2022: 4420-4429
[c37]
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Abhinav Joshi, Ashwani Bhat, Ayush Jain, Atin Vikram Singh, Ashutosh Modi:
COGMEN: COntextualized GNN based Multimodal Emotion recognitioN. NAACL-HLT 2022: 4148-4164
[c36]
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Ashwani Bhat, Ashutosh Modi:
Multi-Task Learning Framework for Extracting Emotion Cause Span and Entailment in Conversations. TL4NLP 2022: 33-51
2021
[c35]
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Gargi Singh, Dhanajit Brahma, Piyush Rai, Ashutosh Modi:
Fine-Grained Emotion Prediction by Modeling Emotion Definitions. ACII 2021: 1-8
[c34]
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Vijit Malik, Rishabh Sanjay, Shubham Kumar Nigam, Kripabandhu Ghosh, Shouvik Kumar Guha, Arnab Bhattacharya, Ashutosh Modi:
ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and Explanation. ACL/IJCNLP (1) 2021: 4046-4062
[c33]
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Vijit Malik, Ashwani Bhat, Ashutosh Modi:
Adv-OLM: Generating Textual Adversaries via OLM. EACL 2021: 841-849
[c32]
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Abhishek Mittal, Ashutosh Modi:
ReCAM@IITK at SemEval-2021 Task 4: BERT and ALBERT based Ensemble for Abstract Word Prediction. SemEval@ACL/IJCNLP 2021: 175-182
[c31]
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Archit Bansal, Abhay Kaushik, Ashutosh Modi:
IITK@Detox at SemEval-2021 Task 5: Semi-Supervised Learning and Dice Loss for Toxic Spans Detection. SemEval@ACL/IJCNLP 2021: 211-219
[c30]
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Aishwarya Gupta, Avik Pal, Bholeshwar Khurana, Lakshay Tyagi, Ashutosh Modi:
Humor@IITK at SemEval-2021 Task 7: Large Language Models for Quantifying Humor and Offensiveness. SemEval@ACL/IJCNLP 2021: 290-296
[c29]
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Aditya Jindal, Ankur Gupta, Jaya Srivastava, Preeti Menghwani, Vijit Malik, Vishesh Kaushik, Ashutosh Modi:
BreakingBERT@IITK at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables. SemEval@ACL/IJCNLP 2021: 327-337
[c28]
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Harshit Kumar, Jinang Shah, Nidhi Hegde, Priyanshu Gupta, Vaibhav Jindal, Ashutosh Modi:
IITK at SemEval-2021 Task 10: Source-Free Unsupervised Domain Adaptation using Class Prototypes. SemEval@ACL/IJCNLP 2021: 438-444
[c27]
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Shashank Shailabh, Sajal Chaurasia, Ashutosh Modi:
KnowGraph@IITK at SemEval-2021 Task 11: Building Knowledge Graph for NLP Research. SemEval@ACL/IJCNLP 2021: 467-477
[c26]
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Rohan Gupta, Jay Mundra, Deepak Mahajan, Ashutosh Modi:
MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers. SemEval@ACL/IJCNLP 2021: 511-520
[c25]
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Neil Rajiv Shirude, Sagnik Mukherjee, Tushar Shandhilya, Ananta Mukherjee, Ashutosh Modi:
IITK@LCP at SemEval-2021 Task 1: Classification for Lexical Complexity Regression Task. SemEval@ACL/IJCNLP 2021: 541-547
[c24]
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Akash Gangwar, Sabhay Jain, Shubham Sourav, Ashutosh Modi:
Counts@IITK at SemEval-2021 Task 8: SciBERT Based Entity And Semantic Relation Extraction For Scientific Data. SemEval@ACL/IJCNLP 2021: 1232-1238
[c23]
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Aaditya Singh, Shreeshail Hingane, Saim Wani, Ashutosh Modi:
An End-to-End Network for Emotion-Cause Pair Extraction. WASSA@EACL 2021: 84-91
2020
[c22]
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Tushar Goswamy, Ishika Singh, Ahsan Barkati, Ashutosh Modi:
Adapting a Language Model for Controlled Affective Text Generation. COLING 2020: 2787-2801
[c21]
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Anirudh Anil Ojha, Rohin Garg, Shashank Gupta, Ashutosh Modi:
IITK-RSA at SemEval-2020 Task 5: Detecting Counterfactuals. SemEval@COLING 2020: 458-467
[c20]
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  - conf/semeval/DashRVM20
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Soumya Ranjan Dash, Sandeep Routray, Prateek Varshney, Ashutosh Modi:
CS-NET at SemEval-2020 Task 4: Siamese BERT for ComVE. SemEval@COLING 2020: 501-506
[c19]
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Vishal Keswani, Sakshi Singh, Suryansh Agarwal, Ashutosh Modi:
IITK at SemEval-2020 Task 8: Unimodal and Bimodal Sentiment Analysis of Internet Memes. SemEval@COLING 2020: 1135-1140
[c18]
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Ayush Kumar, Harsh Agarwal, Keshav Bansal, Ashutosh Modi:
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text. SemEval@COLING 2020: 1221-1226
[c17]
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Vipul Singhal, Sahil Dhull, Rishabh Agarwal, Ashutosh Modi:
IITK at SemEval-2020 Task 10: Transformers for Emphasis Selection. SemEval@COLING 2020: 1665-1670
[c16]
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Paramansh Singh, Siraj Sandhu, Subham Kumar, Ashutosh Modi:
newsSweeper at SemEval-2020 Task 11: Context-Aware Rich Feature Representations for Propaganda Classification. SemEval@COLING 2020: 1764-1770
[c15]
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Karishma Laud, Jagriti Singh, Randeep Kumar Sahu, Ashutosh Modi:
problemConquero at SemEval-2020 Task 12: Transformer and Soft Label-based Approaches. SemEval@COLING 2020: 2123-2132
2019
[c14]
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Sepehr Janghorbani, Ashutosh Modi, Jakob Buhmann, Mubbasir Kapadia:
Domain Authoring Assistant for Intelligent Virtual Agent. AAMAS 2019: 104-112
[c13]
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Pierre Colombo, Wojciech Witon, Ashutosh Modi, James Kennedy, Mubbasir Kapadia:
Affect-Driven Dialog Generation. NAACL-HLT (1) 2019: 3734-3743
[c12]
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Pooja Chitkara, Ashutosh Modi, Pravalika Avvaru, Sepehr Janghorbani, Mubbasir Kapadia:
Topic Spotting using Hierarchical Networks with Self Attention. NAACL-HLT (1) 2019: 3755-3761
[c11]
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Yeyao Zhang, Eleftheria Tsipidi, Sasha Schriber, Mubbasir Kapadia, Markus Gross, Ashutosh Modi:
Generating Animations from Screenplays. *SEM@NAACL-HLT 2019: 292-307
2018
[c10]
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Simon Ostermann, Ashutosh Modi, Michael Roth, Stefan Thater, Manfred Pinkal:
MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge. LREC 2018
[c9]
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Oliver Hellwig, Heinrich Hettrich, Ashutosh Modi, Manfred Pinkal:
Multi-layer Annotation of the Rigveda. LREC 2018
[c8]
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Simon Ostermann, Michael Roth, Ashutosh Modi, Stefan Thater, Manfred Pinkal:
SemEval-2018 Task 11: Machine Comprehension Using Commonsense Knowledge. SemEval@NAACL-HLT 2018: 747-757
[c7]
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Wojciech Witon, Pierre Colombo, Ashutosh Modi, Mubbasir Kapadia:
Disney at IEST 2018: Predicting Emotions using an Ensemble. WASSA@EMNLP 2018: 248-253
2017
[c6]
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Dai Quoc Nguyen, Dat Quoc Nguyen, Ashutosh Modi, Stefan Thater, Manfred Pinkal:
A Mixture Model for Learning Multi-Sense Word Embeddings. *SEM 2017: 121-127
2016
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Ashutosh Modi:
Event Embeddings for Semantic Script Modeling. CoNLL 2016: 75-83
[c4]
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Ashutosh Modi, Tatjana Anikina, Simon Ostermann, Manfred Pinkal:
InScript: Narrative texts annotated with script information. LREC 2016
2015
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Rachel Rudinger, Vera Demberg, Ashutosh Modi, Benjamin Van Durme, Manfred Pinkal:
Learning to predict script events from domain-specific text. *SEM@NAACL-HLT 2015: 205-210
2014
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Ashutosh Modi, Ivan Titov:
Inducing Neural Models of Script Knowledge. CoNLL 2014: 49-57
[c1]
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Ashutosh Modi, Ivan Titov:
Learning Semantic Script Knowledge with Event Embeddings. ICLR (Workshop) 2014

Informal and Other Publications

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2024
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Muhammad Farid Adilazuarda, Sagnik Mukherjee, Pradhyumna Lavania, Siddhant Singh, Ashutosh Dwivedi, Alham Fikri Aji, Jacki O'Neill, Ashutosh Modi, Monojit Choudhury:
Towards Measuring and Modeling "Culture" in LLMs: A Survey. CoRR abs/2403.15412 (2024)
2023
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Ashutosh Modi, Prathamesh Kalamkar, Saurabh Karn, Aman Tiwari, Abhinav Joshi, Sai Kiran Tanikella, Shouvik Kumar Guha, Sachin Malhan, Vivek Raghavan:
SemEval 2023 Task 6: LegalEval - Understanding Legal Texts. CoRR abs/2304.09548 (2023)
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Abhinav Joshi, Areeb Ahmad, Umang Pandey, Ashutosh Modi:
ScriptWorld: Text Based Environment For Learning Procedural Knowledge. CoRR abs/2307.03906 (2023)
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Abhinav Joshi, Akshat Sharma, Sai Kiran Tanikella, Ashutosh Modi:
U-CREAT: Unsupervised Case Retrieval using Events extrAcTion. CoRR abs/2307.05260 (2023)
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Abhinav Joshi, Susmit Agrawal, Ashutosh Modi:
ISLTranslate: Dataset for Translating Indian Sign Language. CoRR abs/2307.05440 (2023)
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Ashutosh Dwivedi, Pradhyumna Lavania, Ashutosh Modi:
EtiCor: Corpus for Analyzing LLMs for Etiquettes. CoRR abs/2310.18974 (2023)
2022
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  - journals/corr/abs-2201-13125
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Prathamesh Kalamkar, Aman Tiwari, Astha Agarwal, Saurabh Karn, Smita Gupta, Vivek Raghavan, Ashutosh Modi:
Corpus for Automatic Structuring of Legal Documents. CoRR abs/2201.13125 (2022)
[i38]
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Arnav Kapoor, Mudit Dhawan, Anmol Goel, T. H. Arjun, Akshala Bhatnagar, Vibhu Agrawal, Amul Agrawal, Arnab Bhattacharya, Ponnurangam Kumaraguru, Ashutosh Modi:
HLDC: Hindi Legal Documents Corpus. CoRR abs/2204.00806 (2022)
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Abhinav Joshi, Ashwani Bhat, Ayush Jain, Atin Vikram Singh, Ashutosh Modi:
COGMEN: COntextualized GNN based Multimodal Emotion recognitioN. CoRR abs/2205.02455 (2022)
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Abhinav Joshi, Naman Gupta, Jinang Shah, Binod Bhattarai, Ashutosh Modi, Danail Stoyanov:
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments. CoRR abs/2211.03587 (2022)
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Ashwani Bhat, Ashutosh Modi:
Multi-Task Learning Framework for Extracting Emotion Cause Span and Entailment in Conversations. CoRR abs/2211.03742 (2022)
2021
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Vijit Malik, Ashwani Bhat, Ashutosh Modi:
Adv-OLM: Generating Textual Adversaries via OLM. CoRR abs/2101.08523 (2021)
[i33]
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  - journals/corr/abs-2103-01544
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Aaditya Singh, Shreeshail Hingane, Saim Wani, Ashutosh Modi:
An End-to-End Network for Emotion-Cause Pair Extraction. CoRR abs/2103.01544 (2021)
[i32]
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Aishwarya Gupta, Avik Pal, Bholeshwar Khurana, Lakshay Tyagi, Ashutosh Modi:
Humor@IITK at SemEval-2021 Task 7: Large Language Models for Quantifying Humor and Offensiveness. CoRR abs/2104.00933 (2021)
[i31]
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Neil Rajiv Shirude, Sagnik Mukherjee, Tushar Shandhilya, Ananta Mukherjee, Ashutosh Modi:
IITK@LCP at SemEval 2021 Task 1: Classification for Lexical Complexity Regression Task. CoRR abs/2104.01046 (2021)
[i30]
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Akash Gangwar, Sabhay Jain, Shubham Sourav, Ashutosh Modi:
Counts@IITK at SemEval-2021 Task 8: SciBERT Based Entity And Semantic Relation Extraction For Scientific Data. CoRR abs/2104.01364 (2021)
[i29]
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Abhishek Mittal, Ashutosh Modi:
ReCAM@IITK at SemEval-2021 Task 4: BERT and ALBERT based Ensemble for Abstract Word Prediction. CoRR abs/2104.01563 (2021)
[i28]
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Archit Bansal, Abhay Kaushik, Ashutosh Modi:
IITK@Detox at SemEval-2021 Task 5: Semi-Supervised Learning and Dice Loss for Toxic Spans Detection. CoRR abs/2104.01566 (2021)
[i27]
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Rohan Gupta, Jay Mundra, Deepak Mahajan, Ashutosh Modi:
MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers. CoRR abs/2104.01567 (2021)
[i26]
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Shashank Shailabh, Sajal Chaurasia, Ashutosh Modi:
KnowGraph@IITK at SemEval-2021 Task 11: Building KnowledgeGraph for NLP Research. CoRR abs/2104.01619 (2021)
[i25]
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Aditya Jindal, Ankur Gupta, Jaya Srivastava, Preeti Menghwani, Vijit Malik, Vishesh Kaushik, Ashutosh Modi:
BreakingBERT@IITK at SemEval-2021 Task 9 : Statement Verification and Evidence Finding with Tables. CoRR abs/2104.03071 (2021)
[i24]
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Pradip Swarnakar, Ashutosh Modi:
NLP for Climate Policy: Creating a Knowledge Platform for Holistic and Effective Climate Action. CoRR abs/2105.05621 (2021)
[i23]
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Vijit Malik, Rishabh Sanjay, Shubham Kumar Nigam, Kripabandhu Ghosh, Shouvik Kumar Guha, Arnab Bhattacharya, Ashutosh Modi:
ILDC for CJPE: Indian Legal Documents Corpus for Court JudgmentPrediction and Explanation. CoRR abs/2105.13562 (2021)
[i22]
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  - journals/corr/abs-2107-08408
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Ishika Singh, Gargi Singh, Ashutosh Modi:
Pre-trained Language Models as Prior Knowledge for Playing Text-based Games. CoRR abs/2107.08408 (2021)
[i21]
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  - journals/corr/abs-2107-12135
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Gargi Singh, Dhanajit Brahma, Piyush Rai, Ashutosh Modi:
Fine-Grained Emotion Prediction by Modeling Emotion Definitions. CoRR abs/2107.12135 (2021)
[i20]
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Vijit Malik, Rishabh Sanjay, Shouvik Kumar Guha, Shubham Kumar Nigam, Angshuman Hazarika, Arnab Bhattacharya, Ashutosh Modi:
Semantic Segmentation of Legal Documents via Rhetorical Roles. CoRR abs/2112.01836 (2021)
[i19]
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Harsh Agarwal, Keshav Bansal, Abhinav Joshi, Ashutosh Modi:
Shapes of Emotions: Multimodal Emotion Recognition in Conversations via Emotion Shifts. CoRR abs/2112.01938 (2021)
2020
[i18]
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  - journals/corr/abs-2007-10819
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Ayush Kumar, Harsh Agarwal, Keshav Bansal, Ashutosh Modi:
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text. CoRR abs/2007.10819 (2020)
[i17]
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Vipul Singhal, Sahil Dhull, Rishabh Agarwal, Ashutosh Modi:
IITK at SemEval-2020 Task 10: Transformers for Emphasis Selection. CoRR abs/2007.10820 (2020)
[i16]
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Vishal Keswani, Sakshi Singh, Suryansh Agarwal, Ashutosh Modi:
IITK at SemEval-2020 Task 8: Unimodal and Bimodal Sentiment Analysis of Internet Memes. CoRR abs/2007.10822 (2020)
[i15]
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Paramansh Singh, Siraj Sandhu, Subham Kumar, Ashutosh Modi:
newsSweeper at SemEval-2020 Task 11: Context-Aware Rich Feature Representations For Propaganda Classification. CoRR abs/2007.10827 (2020)
[i14]
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Soumya Ranjan Dash, Sandeep Routray, Prateek Varshney, Ashutosh Modi:
CS-NET at SemEval-2020 Task 4: Siamese BERT for ComVE. CoRR abs/2007.10830 (2020)
[i13]
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Anirudh Anil Ojha, Rohin Garg, Shashank Gupta, Ashutosh Modi:
IITK-RSA at SemEval-2020 Task 5: Detecting Counterfactuals. CoRR abs/2007.10866 (2020)
[i12]
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Karishma Laud, Jagriti Singh, Randeep Kumar Sahu, Ashutosh Modi:
problemConquero at SemEval-2020 Task 12: Transformer and Soft label-based approaches. CoRR abs/2007.10877 (2020)
[i11]
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Vishal Keswani, Sakshi Singh, Ashutosh Modi:
IITK at the FinSim Task: Hypernym Detection in Financial Domain via Context-Free and Contextualized Word Embeddings. CoRR abs/2007.11201 (2020)
[i10]
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  - journals/corr/abs-2007-15619
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Tushar Goswamy, Naishadh Parmar, Ayush Gupta, Vatsalya Tandon, Raunak Shah, Varun Goyal, Sanyog Gupta, Karishma Laud, Shivam Gupta, Sudhanshu Mishra, Ashutosh Modi:
AI-based Monitoring and Response System for Hospital Preparedness towards COVID-19 in Southeast Asia. CoRR abs/2007.15619 (2020)
[i9]
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Ishika Singh, Ahsan Barkati, Tushar Goswamy, Ashutosh Modi:
Adapting a Language Model for Controlled Affective Text Generation. CoRR abs/2011.04000 (2020)
2019
[i8]
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  - journals/corr/abs-1904-02793
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Pierre Colombo, Wojciech Witon, Ashutosh Modi, James Kennedy, Mubbasir Kapadia:
Affect-Driven Dialog Generation. CoRR abs/1904.02793 (2019)
[i7]
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Pooja Chitkara, Ashutosh Modi, Pravalika Avvaru, Sepehr Janghorbani, Mubbasir Kapadia:
Topic Spotting using Hierarchical Networks with Self Attention. CoRR abs/1904.02815 (2019)
[i6]
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  - journals/corr/abs-1904-03266
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Sepehr Janghorbani, Ashutosh Modi, Jakob Buhmann, Mubbasir Kapadia:
Domain Authoring Assistant for Intelligent Virtual Agents. CoRR abs/1904.03266 (2019)
[i5]
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Yeyao Zhang, Eleftheria Tsipidi, Sasha Schriber, Mubbasir Kapadia, Markus H. Gross, Ashutosh Modi:
Generating Animations from Screenplays. CoRR abs/1904.05440 (2019)
2018
[i4]
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  - journals/corr/abs-1803-05223
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Simon Ostermann, Ashutosh Modi, Michael Roth, Stefan Thater, Manfred Pinkal:
MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge. CoRR abs/1803.05223 (2018)
2017
[i3]
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Ashutosh Modi, Ivan Titov, Vera Demberg, Asad B. Sayeed, Manfred Pinkal:
Modeling Semantic Expectation: Using Script Knowledge for Referent Prediction. CoRR abs/1702.03121 (2017)
[i2]
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Ashutosh Modi, Tatjana Anikina, Simon Ostermann, Manfred Pinkal:
InScript: Narrative texts annotated with script information. CoRR abs/1703.05260 (2017)
[i1]
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Dai Quoc Nguyen, Dat Quoc Nguyen, Ashutosh Modi, Stefan Thater, Manfred Pinkal:
A Mixture Model for Learning Multi-Sense Word Embeddings. CoRR abs/1706.05111 (2017)

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