Gholamreza Haffari

LiveCultureBench: a Multi-Agent, Multi-Cultural Benchmark for Large Language Models in Dynamic Social Simulations ACL 2026 CONGRAD: Conflicting Gradient Filtering for Multilingual Preference Alignment EACL 2026 DIET: Machine Unlearning on a Data-Diet AAAI 2026 The Best of Both Worlds: Bridging Quality and Diversity in Data Selection with Bipartite Graph ICML 2025 Discrete Minds in a Continuous World: Do Language Models Know Time Passes? EMNLP 2025 Conversational SimulMT: Efficient Simultaneous Translation with Large Language Models ACL 2025 Zero-Shot Privacy-Aware Text Rewriting via Iterative Tree Search EMNLP 2025 NAP2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human EMNLP 2025 Continual Learning of Large Language Models EMNLP 2025 Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models EMNLP 2025 SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine NAACL 2025 MADial-Bench: Towards Real-world Evaluation of Memory-Augmented Dialogue Generation NAACL 2025 Audio Is the Achilles’ Heel: Red Teaming Audio Large Multimodal Models NAACL 2025 SurveyPilot: an Agentic Framework for Automated Human Opinion Collection from Social Media ACL 2025 IRIS: An Iterative and Integrated Framework for Verifiable Causal Discovery in the Absence of Tabular Data ACL 2025 On the Reliability of Large Language Models for Causal Discovery ACL 2025 CultureInstruct: Curating Multi-Cultural Instructions at Scale NAACL 2025 Video-guided Machine Translation: A Survey of Models, Datasets, and Challenges IJCNLP 2025 SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models ACL 2025 Extending LLMs to New Languages: A Case Study of Llama and Persian Adaptation COLING 2025 Video-guided Machine Translation: A Survey of Models, Datasets, and Challenges AACL 2025 CausalScore: An Automatic Reference-Free Metric for Assessing Response Relevance in Open-Domain Dialogue Systems COLING 2025 ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning NAACL 2025 Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models ICML 2025 Presentation Matters: How to Communicate Science in the NLP Venues and in the Wild ACL 2024 MiniCache: KV Cache Compression in Depth Dimension for Large Language Models NIPS 2024 Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning ICLR 2024 Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation ICLR 2024 Importance-Aware Data Augmentation for Document-Level Neural Machine Translation EACL 2024 Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024 Learning Object-Language Alignments for Open-Vocabulary Object Detection ICLR 2023 Reranking for Natural Language Generation from Logical Forms: A Study based on Large Language Models AACL 2023 Theia: Weakly Supervised Multimodal Event Extraction from Incomplete Data AACL 2023 The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning ACL 2023 NormMark: A Weakly Supervised Markov Model for Socio-cultural Norm Discovery ACL 2023 FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing ACL 2023 A Minimal Approach for Natural Language Action Space in Text-based Games CONLL 2023 ProtoCon: Pseudo-Label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-Supervised Learning CVPR 2023 Investigating Pre-trained Audio Encoders in the Low-Resource Condition INTERSPEECH 2023 Document Flattening: Beyond Concatenating Context for Document-Level Neural Machine Translation EACL 2023 On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex EACL 2023 Active Learning for Multilingual Semantic Parser EACL 2023 Generating Synthetic Speech from SpokenVocab for Speech Translation EACL 2023 Theia: Weakly Supervised Multimodal Event Extraction from Incomplete Data IJCNLP 2023 Reranking for Natural Language Generation from Logical Forms: A Study based on Large Language Models IJCNLP 2023 LAVA: Label-Efficient Visual Learning and Adaptation WACV 2023 Koala: An Index for Quantifying Overlaps with Pre-training Corpora EMNLP 2023 A Minimal Approach for Natural Language Action Space in Text-based Games EMNLP 2023 Energy-based Self-Training and Normalization for Unsupervised Domain Adaptation ICCV 2023 An Additive Instance-Wise Approach to Multi-class Model Interpretation ICLR 2023 M-Adapter: Modality Adaptation for End-to-End Speech-to-Text Translation INTERSPEECH 2022 Teaching Neural Module Networks to Do Arithmetic COLING 2022 Domain Generalisation of NMT: Fusing Adapters with Leave-One-Domain-Out Training ACL 2022 Multimodal Transformer with Variable-Length Memory for Vision-and-Language Navigation ECCV 2022 Towards relation extraction from speech EMNLP 2022 Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation EMNLP 2022 Self-supervised Rewiring of Pre-trained Speech Encoders:Towards Faster Fine-tuning with Less Labels in Speech Processing EMNLP 2022 RedApt: An Adaptor for wav2vec 2 EncodingFaster and Smaller Speech Translation without Quality Compromise EMNLP 2022 Can Domains Be Transferred across Languages in Multi-Domain Multilingual Neural Machine Translation? EMNLP 2022 Pretrained Language Model in Continual Learning: A Comparative Study ICLR 2022 Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs COLING 2022 Neural-Symbolic Commonsense Reasoner with Relation Predictors IJCNLP 2021 All Labels Are Not Created Equal: Enhancing Semi-Supervision via Label Grouping and Co-Training CVPR 2021 Few-Shot Semantic Parsing for New Predicates EACL 2021 Learning Coupled Policies for Simultaneous Machine Translation using Imitation Learning EACL 2021 Cognition-aware Cognate Detection EACL 2021 Learning to Explain: Generating Stable Explanations Fast IJCNLP 2021 Multilingual Simultaneous Neural Machine Translation IJCNLP 2021 Curriculum-Meta Learning for Order-Robust Continual Relation Extraction AAAI 2021 Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection IJCNLP 2021 Lifelong Explainer for Lifelong Learners EMNLP 2021 Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection EMNLP 2021 Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers EMNLP 2021 It Is Not As Good As You Think! Evaluating Simultaneous Machine Translation on Interpretation Data EMNLP 2021 Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training EMNLP 2021 Multilingual Neural Machine Translation: Can Linguistic Hierarchies Help? EMNLP 2021 Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text EMNLP 2021 Multilingual Simultaneous Neural Machine Translation ACL 2021 Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection ACL 2021 Neural-Symbolic Commonsense Reasoner with Relation Predictors ACL 2021 Learning to Explain: Generating Stable Explanations Fast ACL 2021 Context Dependent Semantic Parsing: A Survey COLING 2020 Collective Wisdom: Improving Low-resource Neural Machine Translation using Adaptive Knowledge Distillation COLING 2020 Leveraging Discourse Rewards for Document-Level Neural Machine Translation COLING 2020 Understanding Unnatural Questions Improves Reasoning over Text COLING 2020 CosMo: Conditional Seq2Seq-based Mixture Model for Zero-Shot Commonsense Question Answering COLING 2020 Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns ACL 2020 Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models EMNLP 2020 Personal Information Leakage Detection in Conversations EMNLP 2020 Scene Graph Modification Based on Natural Language Commands EMNLP 2020 Findings of the WMT 2020 Shared Task on Chat Translation EMNLP 2020 Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages COLING 2020 Caption Alignment for Low Resource Audio-Visual Data INTERSPEECH 2020 Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning IJCAI 2020 Reasoning Like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning IJCAI 2020 Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation ACL 2020 Decoding As Dynamic Programming For Recurrent Autoregressive Models ICLR 2020 Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning EMNLP 2020 Learning How to Active Learn by Dreaming ACL 2019 Selective Attention for Context-aware Neural Machine Translation NAACL 2019 Neural Speech Translation using Lattice Transformations and Graph Networks EMNLP 2019 Adaptively Scheduled Multitask Learning: The Case of Low-Resource Neural Machine Translation EMNLP 2019 Monash University’s Submissions to the WNGT 2019 Document Translation Task EMNLP 2019 Iterative Back-Translation for Neural Machine Translation ACL 2018 Graph-to-Sequence Learning using Gated Graph Neural Networks ACL 2018 Document Context Neural Machine Translation with Memory Networks ACL 2018 Learning How to Actively Learn: A Deep Imitation Learning Approach ACL 2018 Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation ACL 2018 Incorporating Syntactic Uncertainty in Neural Machine Translation with a Forest-to-Sequence Model COLING 2018 Learning to Actively Learn Neural Machine Translation CONLL 2018 Sequence to Sequence Mixture Model for Diverse Machine Translation CONLL 2018 Automatic Post-Editing of Machine Translation: A Neural Programmer-Interpreter Approach EMNLP 2018 Contextual Neural Model for Translating Bilingual Multi-Speaker Conversations EMNLP 2018 The Context-Dependent Additive Recurrent Neural Net NAACL 2018 Neural Machine Translation for Bilingually Scarce Scenarios: a Deep Multi-Task Learning Approach NAACL 2018 A Hierarchical Neural Model for Learning Sequences of Dialogue Acts EACL 2017 Efficient Benchmarking of NLP APIs using Multi-armed Bandits EACL 2017 Towards Decoding as Continuous Optimisation in Neural Machine Translation EMNLP 2017 Preserving Distributional Information in Dialogue Act Classification EMNLP 2017 A Generative Attentional Neural Network Model for Dialogue Act Classification ACL 2017 Compressed Nonparametric Language Modelling IJCAI 2017 Incorporating Structural Alignment Biases into an Attentional Neural Translation Model NAACL 2016 Richer Interpolative Smoothing Based on Modified Kneser-Ney Language Modeling EMNLP 2016 A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models NAACL 2016 Inter-document Contextual Language model NAACL 2016 Incorporating Side Information into Recurrent Neural Network Language Models NAACL 2016 Improving Word Alignment of Rare Words with Word Embeddings COLING 2016 Optimizing Multivariate Performance Measures for Learning Relation Extraction Models NAACL 2015 Compact, Efficient and Unlimited Capacity: Language Modeling with Compressed Suffix Trees EMNLP 2015 Noisy Or-based model for Relation Extraction using Distant Supervision EMNLP 2014 The Haves and the Have-Nots: Leveraging Unlabelled Corpora for Sentiment Analysis ACL 2013 Scalable Variational Inference for Extracting Hierarchical Phrase-based Translation Rules IJCNLP 2013 Graph Propagation for Paraphrasing Out-of-Vocabulary Words in Statistical Machine Translation ACL 2013 An Infinite Hierarchical Bayesian Model of Phrasal Translation ACL 2013 An Ensemble Model that Combines Syntactic and Semantic Clustering for Discriminative Dependency Parsing ACL 2011 A Rate Distortion Approach for Semi-Supervised Conditional Random Fields NIPS 2009 Active Learning for Multilingual Statistical Machine Translation ACL 2009 Active Learning for Statistical Phrase-based Machine Translation NAACL 2009 Active Learning for Multilingual Statistical Machine Translation IJCNLP 2009 Hierarchical Dirichlet Trees for Information Retrieval NAACL 2009 Homotopy-Based Semi-Supervised Hidden Markov Models for Sequence Labeling COLING 2008 Transductive learning for statistical machine translation ACL 2007 Tutorial on Inductive Semi-supervised Learning Methods: with Applicability to Natural Language Processing NAACL 2006