← Authors

Sopan Khosla

26 papers · 2018–2025 · 10 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (5) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (48) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (7) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (108) πŸš€ Conference Pioneer πŸ’Ž Century Club (26) πŸ”₯ Unstoppable (8) ⚑ Prolific Year (9)

Conferences

ACL (5) IJCNLP (5) EMNLP (4) COLING (3) NAACL (3) AACL (2) AAAI (1) EACL (1) ICLR (1) SEMEVAL (1)

Top co-authors

Rashmi Gangadharaiah (9) Ritam Dutt (7) Carolyn Rose (6) Vinayshekhar Bannihatti Kumar (4) Niyati Chhaya (3) Rishabh Joshi (2) Adithya Pratapa (2) Yulia Tsvetkov (2) Vincent Ng (2) Dhruv Agarwal (2)

Research topics

Applications (1)

Keywords

representation learning (4) domain generalization (3) coreference resolution (3) open-world classification (3) intent classification (3) question answering (3) dialogue system (3) anaphora resolution (2) unsupervised learning (2) discourse structure (2) knowledge extraction (2) extractive summarization (2) sentiment analysis (2) abstractive summarization (2) out-of-distribution detection (2) representation disentanglement (2) text classification (2) text style transfer (2) zero-shot learning (2) latent representation (2)

Papers

Searching for Optimal Solutions with LLMs via Bayesian Optimization ICLR 2025
FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance EMNLP 2025
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA NAACL 2024
Exploring the Reasons for Non-generalizability of KBQA systems EACL 2023
GrailQA++: A Challenging Zero-Shot Benchmark for Knowledge Base Question Answering AACL 2023
GrailQA++: A Challenging Zero-Shot Benchmark for Knowledge Base Question Answering IJCNLP 2023
Benchmarking the Covariate Shift Robustness of Open-world Intent Classification Approaches AACL 2022
Evaluating the Practical Utility of Confidence-score based Techniques for Unsupervised Open-world Classification ACL 2022
Benchmarking the Covariate Shift Robustness of Open-world Intent Classification Approaches IJCNLP 2022
The CODI-CRAC 2022 Shared Task on Anaphora, Bridging, and Discourse Deixis in Dialogue COLING 2022
Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer IJCNLP 2021
Evaluating the Impact of a Hierarchical Discourse Representation on Entity Coreference Resolution Performance NAACL 2021
Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques ACL 2021
Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer ACL 2021
Team JARS: DialDoc Subtask 1 - Improved Knowledge Identification with Supervised Out-of-Domain Pretraining ACL 2021
FanfictionNLP: A Text Processing Pipeline for Fanfiction NAACL 2021
The CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis in Dialogue EMNLP 2021
Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques IJCNLP 2021
Team JARS: DialDoc Subtask 1 - Improved Knowledge Identification with Supervised Out-of-Domain Pretraining IJCNLP 2021
LTIatCMU at SemEval-2020 Task 11: Incorporating Multi-Level Features for Multi-Granular Propaganda Span Identification SEMEVAL 2020
LTIatCMU at SemEval-2020 Task 11: Incorporating Multi-Level Features for Multi-Granular Propaganda Span Identification COLING 2020
MedFilter: Improving Extraction of Task-relevant Utterances through Integration of Discourse Structure and Ontological Knowledge EMNLP 2020
Using Type Information to Improve Entity Coreference Resolution EMNLP 2020
Surveys without Questions: A Reinforcement Learning Approach AAAI 2019
Aff2Vec: Affect–Enriched Distributional Word Representations COLING 2018
EmotionX-AR: CNN-DCNN autoencoder based Emotion Classifier ACL 2018