Pawan Goyal

88 papers · 2012–2026 · 13 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (13) 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (130) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (11) 🐝 Cross-Pollinator (10) 🌍 Conference Polyglot (13) 🏠 Conference Loyalist (23) 🤝 Dynamic Duo (18) 🔬 Deep Specialist (11) 🏆 Keyword Champion (6) 🗃️ Keyword Collector (326) 📈 Trend Setter ⚡ Prolific Year (13) ❓ The Questioner (5) 🔥 Unstoppable (8) 💎 Century Club (81)

Conferences

EMNLP (23) ACL (15) COLING (11) IJCNLP (9) NAACL (9) EACL (7) AACL (6) AAAI (3) CONLL (1) ICLR (1) IJCAI (1) INTERSPEECH (1) UAI (1)

Top co-authors

Niloy Ganguly (18) Saptarshi Ghosh (16) Amrith Krishna (13) Jivnesh Sandhan (11) Shounak Paul (11) Bishal Santra (10) Ashutosh Modi (8) Abhinav Joshi (7) Ankan Mullick (7) Sudeshna Sarkar (7)

Research topics

Linguistics (2) Digital Humanities (2) Understanding (1) Education (1)

Keywords

large language model (9) domain adaptation (9) text classification (8) low-resource language (7) dependency parsing (7) question answering (6) transfer learning (6) named entity recognition (6) sanskrit language (6) multi-task learning (5) word segmentation (4) abstractive summarization (4) generative model (4) morphological analysis (4) morphological tagging (4) zero-shot learning (4) self-supervised learning (4) intent detection (4) machine translation (4) information extraction (4)

Papers

Router-Suggest: Dynamic Routing for Multimodal Auto-Completion in Visually-Grounded Dialogs EACL 2026

ILSIC: Corpora for Identifying Indian Legal Statutes from Queries by Laymen EACL 2026

Chandomitra: Towards Generating Structured Sanskrit Poetry from Natural Language Inputs EACL 2026

Chat-Ghosting: Methods for Auto-Completion in Dialog Systems EACL 2026

Overview of the 1st Workshop on NLP for Empowering Justice AACL 2025

IL-PCSR: Legal Corpus for Prior Case and Statute Retrieval EMNLP 2025

Label-semantics Aware Generative Approach for Domain-Agnostic Multilabel Classification ACL 2025

Findings of the JUST-NLP 2025 Shared Task on English-to-Hindi Legal Machine Translation IJCNLP 2025

Findings of the JUST-NLP 2025 Shared Task on Summarization of Indian Court Judgments IJCNLP 2025

Overview of the 1st Workshop on NLP for Empowering Justice IJCNLP 2025

Still Not There: Can LLMs Outperform Smaller Task-Specific Seq2Seq Models on the Poetry-to-Prose Conversion Task? AACL 2025

Findings of the JUST-NLP 2025 Shared Task on English-to-Hindi Legal Machine Translation AACL 2025

Findings of the JUST-NLP 2025 Shared Task on Summarization of Indian Court Judgments AACL 2025

Still Not There: Can LLMs Outperform Smaller Task-Specific Seq2Seq Models on the Poetry-to-Prose Conversion Task? IJCNLP 2025

Periodic Materials Generation using Text-Guided Joint Diffusion Model ICLR 2025

Breaking Token Into Concepts: Exploring Extreme Compression in Token Representation Via Compositional Shared Semantics EMNLP 2025

Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents EMNLP 2025

EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos EMNLP 2025

Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval EMNLP 2025

Mahānāma: A Unique Testbed for Literary Entity Discovery and Linking EMNLP 2025

Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection EMNLP 2025

How Robust Are the QA Models for Hybrid Scientific Tabular Data? A Study Using Customized Dataset COLING 2024

Intent Detection and Entity Extraction from Biomedical Literature COLING 2024

CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free Word Ordered and Morphologically Rich Low Resource Languages EMNLP 2024

ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments EMNLP 2024

***YesBut***: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models EMNLP 2024

A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents EMNLP 2024

IL-TUR: Benchmark for Indian Legal Text Understanding and Reasoning ACL 2024

On The Persona-based Summarization of Domain-Specific Documents ACL 2024

Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case Study ACL 2024

SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models NAACL 2024

Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling NAACL 2024

Order-Based Pre-training Strategies for Procedural Text Understanding NAACL 2024

Frugal Prompting for Dialog Models EMNLP 2023

Systematic Investigation of Strategies Tailored for Low-Resource Settings for Low-Resource Dependency Parsing EACL 2023

Intent Identification and Entity Extraction for Healthcare Queries in Indic Languages EACL 2023

DepNeCTI: Dependency-based Nested Compound Type Identification for Sanskrit EMNLP 2023

CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction EMNLP 2023

CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text EMNLP 2023

CrysMMNet: Multimodal Representation for Crystal Property Prediction UAI 2023

CrysGNN: Distilling Pre-trained Knowledge to Enhance Property Prediction for Crystalline Materials AAAI 2023

SanskritShala: A Neural Sanskrit NLP Toolkit with Web-Based Interface for Pedagogical and Annotation Purposes ACL 2023

Financial Numeric Extreme Labelling: A dataset and benchmarking ACL 2023

A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection NAACL 2022

LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute Identification from Indian Legal Documents AAAI 2022

Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation AACL 2022

ArgGen: Prompting Text Generation Models for Document-Level Event-Argument Aggregation AACL 2022

Investigating the Generative Approach for Question Answering in E-Commerce ACL 2022

A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit COLING 2022

Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages? COLING 2022

Prabhupadavani: A Code-mixed Speech Translation Data for 25 Languages COLING 2022

ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts EMNLP 2022

TransLIST: A Transformer-Based Linguistically Informed Sanskrit Tokenizer EMNLP 2022

Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation IJCNLP 2022

Linguistically Informed Post-processing for ASR Error correction in Sanskrit INTERSPEECH 2022

Representation Learning for Conversational Data using Discourse Mutual Information Maximization NAACL 2022

Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights ACL 2021

ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation IJCNLP 2021

Attribute Value Generation from Product Title using Language Models IJCNLP 2021

A Little Pretraining Goes a Long Way: A Case Study on Dependency Parsing Task for Low-resource Morphologically Rich Languages EACL 2021

PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction EMNLP 2021

Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework EMNLP 2021

Hierarchical Transformer for Task Oriented Dialog Systems NAACL 2021

ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation ACL 2021

HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection AAAI 2021

Attribute Value Generation from Product Title using Language Models ACL 2021

Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights IJCNLP 2021

Keep it Surprisingly Simple: A Simple First Order Graph Based Parsing Model for Joint Morphosyntactic Parsing in Sanskrit EMNLP 2020

Logic Constrained Pointer Networks for Interpretable Textual Similarity IJCAI 2020

Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need COLING 2020

Evaluating Neural Morphological Taggers for Sanskrit ACL 2020

Using Large Pretrained Language Models for Answering User Queries from Product Specifications ACL 2020

Biomedical Relation Classification by single and multiple source domain adaptation EMNLP 2019

Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs EMNLP 2019

Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs IJCNLP 2019

On the Compositionality Prediction of Noun Phrases using Poincaré Embeddings ACL 2019

Poetry to Prose Conversion in Sanskrit as a Linearisation Task: A Case for Low-Resource Languages ACL 2019

Medical Entity Linking using Triplet Network NAACL 2019

Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit EMNLP 2018

CL Scholar: The ACL Anthology Knowledge Graph Miner NAACL 2018

Can Network Embedding of Distributional Thesaurus Be Combined with Word Vectors for Better Representation? NAACL 2018

WikiRef: Wikilinks as a route to recommending appropriate references for scientific Wikipedia pages COLING 2018

Upcycle Your OCR: Reusing OCRs for Post-OCR Text Correction in Romanised Sanskrit CONLL 2018

Word Segmentation in Sanskrit Using Path Constrained Random Walks COLING 2016

OCR++: A Robust Framework For Information Extraction from Scholarly Articles COLING 2016

Converting Phrase Structures to Dependency Structures in Sanskrit COLING 2014

That’s sick dude!: Automatic identification of word sense change across different timescales ACL 2014

A Distributed Platform for Sanskrit Processing COLING 2012