← Authors

Shervin Malmasi

54 papers · 2014–2025 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸƒ Academic Marathon (11) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (66) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (9) 🧬 Topic Evolution πŸ”¬ Deep Specialist (12) πŸ† Keyword Champion (3) 🀝 Dynamic Duo (24) πŸ—ƒοΈ Keyword Collector (176) ⚑ Prolific Year (7) πŸ’Ž Century Club (54) πŸ”₯ Unstoppable (6) πŸ“ˆ Trend Setter

Conferences

NAACL (16) ACL (11) COLING (9) EMNLP (8) SEMEVAL (6) AACL (1) EACL (1) IJCNLP (1) INTERSPEECH (1)

Top co-authors

Oleg Rokhlenko (24) Besnik Fetahu (18) Marcos Zampieri (17) Zhiyu Chen (11) Anjie Fang (9) Nikhita Vedula (9) Giuseppe Castellucci (8) Mark Dras (6) Eugene Agichtein (6) Sudipta Kar (6)

Research topics

Education (1)

Keywords

large language model (9) named entity recognition (8) multilingual nlp (8) text classification (7) transformer model (5) dialect identification (4) language identification (4) question rewriting (3) intent classification (3) external knowledge (3) information retrieval (3) product search (3) voice assistant (3) shared task (3) unsupervised learning (3) native language identification (3) social media (3) support vector machine (2) uncertainty quantification (2) mixture of expert (2)

Papers

Hint-Augmented Re-ranking: Efficient Product Search using LLM-Based Query Decomposition IJCNLP 2025
Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models NAACL 2025
Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching ACL 2025
Quantile Regression with Large Language Models for Price Prediction ACL 2025
Multilingual Native Language Identification with Large Language Models NAACL 2025
Hint-Augmented Re-ranking: Efficient Product Search using LLM-Based Query Decomposition AACL 2025
Generative Product Recommendations for Implicit Superlative Queries NAACL 2025
Native Language Identification in Texts: A Survey NAACL 2024
Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces NAACL 2024
Identifying High Consideration E-Commerce Search Queries EMNLP 2024
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data COLING 2024
Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers ACL 2024
Collecting High-quality Multi-modal Conversational Search Data for E-Commerce ACL 2024
Multilingual and Code-Switched Sentence Ordering NAACL 2024
Combining Multiple Metrics for Evaluating Retrieval-Augmented Conversations NAACL 2024
Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search ACL 2023
Faithful Low-Resource Data-to-Text Generation through Cycle Training ACL 2023
Answering Unanswered Questions through Semantic Reformulations in Spoken QA ACL 2023
SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2) ACL 2023
InstructPTS: Instruction-Tuning LLMs for Product Title Summarization EMNLP 2023
Follow-on Question Suggestion via Voice Hints for Voice Assistants EMNLP 2023
MultiCoNER v2: a Large Multilingual dataset for Fine-grained and Noisy Named Entity Recognition EMNLP 2023
Composing Spoken Hints for Follow-on Question Suggestion in Voice Assistants INTERSPEECH 2023
SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2) SEMEVAL 2023
CycleKQR: Unsupervised Bidirectional Keyword-Question Rewriting EMNLP 2022
Distilling Multilingual Transformers into CNNs for Scalable Intent Classification EMNLP 2022
SemEval-2022 Task 11: Multilingual Complex Named Entity Recognition (MultiCoNER) SEMEVAL 2022
Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition NAACL 2022
SemEval-2022 Task 11: Multilingual Complex Named Entity Recognition (MultiCoNER) NAACL 2022
MultiCoNER: A Large-scale Multilingual Dataset for Complex Named Entity Recognition COLING 2022
Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings COLING 2022
Reinforced Question Rewriting for Conversational Question Answering EMNLP 2022
GEMNET: Effective Gated Gazetteer Representations for Recognizing Complex Entities in Low-context Input NAACL 2021
Proceedings of the Sixth Workshop on NLP for Similar Languages, Varieties and Dialects NAACL 2019
A Report on the Third VarDial Evaluation Campaign NAACL 2019
Predicting the Type and Target of Offensive Posts in Social Media NAACL 2019
UTFPR at SemEval-2019 Task 5: Hate Speech Identification with Recurrent Neural Networks SEMEVAL 2019
Findings of the 2019 Conference on Machine Translation (WMT19) ACL 2019
SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval) SEMEVAL 2019
Proceedings of the First Workshop on Trolling, Aggression and Cyberbullying (TRAC-2018) COLING 2018
A Report on the Complex Word Identification Shared Task 2018 NAACL 2018
A Portuguese Native Language Identification Dataset NAACL 2018
Discriminating between Indo-Aryan Languages Using SVM Ensembles COLING 2018
German Dialect Identification Using Classifier Ensembles COLING 2018
Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation Campaign COLING 2018
Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial 2018) COLING 2018
Benchmarking Aggression Identification in Social Media COLING 2018
Unsupervised Text Segmentation Based on Native Language Characteristics ACL 2017
Feature Hashing for Language and Dialect Identification ACL 2017
MAZA at SemEval-2016 Task 11: Detecting Lexical Complexity Using a Decision Stump Meta-Classifier SEMEVAL 2016
LTG at SemEval-2016 Task 11: Complex Word Identification with Classifier Ensembles SEMEVAL 2016
Large-Scale Native Language Identification with Cross-Corpus Evaluation NAACL 2015
Language Transfer Hypotheses with Linear SVM Weights EMNLP 2014
Chinese Native Language Identification EACL 2014