Niyati Chhaya

20 papers · 2018–2024 · 7 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (48) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

🏆 Keyword Champion 🧭 Keyword Pioneer 🧬 Topic Evolution 📈 Trend Setter 🔥 Unstoppable · Bronze ❓ The Questioner ⚡ Prolific Year · Productive 💎 Century Club · Bronze 🗃️ Keyword Collector (109)

Venues

ACL (7) EMNLP (5) COLING (2) EACL (2) NAACL (2) CoNLL (1) IJCAI (1)

Top co-authors

Aparna Garimella (5) Balaji Vasan Srinivasan (4) Kushal Chawla (3) Sumit Shekhar (3) Kokil Jaidka (3) Abhilasha Sancheti (2) Sharmila Reddy Nangi (2) Vasudeva Varma (2) Pulkit Parikh (2) Sopan Khosla (2)

Research topics

Machine Learning (12) Natural Language Processing (11) Artificial Intelligence (10) Core AI (9) Core Methods (9) Deep Learning (8) Applications (7) Generation (7) Learning Types (6) Architectures (5) Models (4) Learning Paradigms (2) Resources & Methods (2) Techniques (2) Computer Vision (1)

Keywords

transfer learning (3) text classification (3) text summarization (2) word embedding (2) multi-label classification (2) style transfer (2) abstractive summarization (2) emotion classification (2) sentiment analysis (2) text generation (2) variational autoencoder (2) multi-task learning (1) hierarchical learning (1) argument mining (1) semi-supervised learning (1) causal inference (1) natural language processing (1) reinforcement learning (1) extractive summarization (1) data augmentation (1)

Papers

IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages ACL 2024 A Neural CRF-based Hierarchical Approach for Linear Text Segmentation EACL 2023 “Let’s not Quote out of Context”: Unified Vision-Language Pretraining for Context Assisted Image Captioning ACL 2023 Open-World Factually Consistent Question Generation ACL 2023 Sketch Recognition via Part-based Hierarchical Analogical Learning IJCAI 2023 CaM-Gen: Causally Aware Metric-Guided Text Generation ACL 2022 Offer a Different Perspective: Modeling the Belief Alignment of Arguments in Multi-party Debates EMNLP 2022 Text Simplification for Legal Domain: Insights and Challenges EMNLP 2022 AUTOSUMM: Automatic Model Creation for Text Summarization EMNLP 2021 Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer ACL 2021 EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction EACL 2021 He is very intelligent, she is very beautiful? On Mitigating Social Biases in Language Modelling and Generation ACL 2021 WikiTalkEdit: A Dataset for modeling Editors’ behaviors on Wikipedia NAACL 2021 Semi-supervised Multi-task Learning for Multi-label Fine-grained Sexism Classification COLING 2020 DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation EMNLP 2019 Generating Formality-Tuned Summaries Using Input-Dependent Rewards CoNLL 2019 Multi-label Categorization of Accounts of Sexism using a Neural Framework EMNLP 2019 Aff2Vec: Affect–Enriched Distributional Word Representations COLING 2018 Diachronic degradation of language models: Insights from social media ACL 2018 Frustrated, Polite, or Formal: Quantifying Feelings and Tone in Email NAACL 2018