Shervin Malmasi

Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context ACL 2026 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 Generative Product Recommendations for Implicit Superlative Queries NAACL 2025 Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models NAACL 2025 Hint-Augmented Re-ranking: Efficient Product Search using LLM-Based Query Decomposition AACL 2025 Hint-Augmented Re-ranking: Efficient Product Search using LLM-Based Query Decomposition IJCNLP 2025 Multilingual Native Language Identification with Large Language Models NAACL 2025 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 Native Language Identification in Texts: A Survey 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 Reinforced Question Rewriting for Conversational Question Answering EMNLP 2022 SemEval-2022 Task 11: Multilingual Complex Named Entity Recognition (MultiCoNER) SEMEVAL 2022 Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings COLING 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 CycleKQR: Unsupervised Bidirectional Keyword-Question Rewriting EMNLP 2022 Distilling Multilingual Transformers into CNNs for Scalable Intent Classification EMNLP 2022 GEMNET: Effective Gated Gazetteer Representations for Recognizing Complex Entities in Low-context Input NAACL 2021 Predicting the Type and Target of Offensive Posts in Social Media NAACL 2019 Proceedings of the Sixth Workshop on NLP for Similar Languages, Varieties and Dialects NAACL 2019 SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval) SEMEVAL 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 A Report on the Third VarDial Evaluation Campaign NAACL 2019 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 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 Proceedings of the First Workshop on Trolling, Aggression and Cyberbullying (TRAC-2018) COLING 2018 German Dialect Identification Using Classifier Ensembles COLING 2018 Feature Hashing for Language and Dialect Identification ACL 2017 Unsupervised Text Segmentation Based on Native Language Characteristics ACL 2017 LTG at SemEval-2016 Task 11: Complex Word Identification with Classifier Ensembles SEMEVAL 2016 MAZA at SemEval-2016 Task 11: Detecting Lexical Complexity Using a Decision Stump Meta-Classifier SEMEVAL 2016 Large-Scale Native Language Identification with Cross-Corpus Evaluation NAACL 2015 Chinese Native Language Identification EACL 2014 Language Transfer Hypotheses with Linear SVM Weights EMNLP 2014