Different Local Search Algorithms in STAGE for Solving Bin Packing Problem. - Saeed Bagheri Shouraki; Gholamreza Haffari (EurAsia-ICT, 2002)

Analysis of STAGE Algorithm Based on Solving Bin Packing Problem. - Gholamreza Haffari; Saeed Bagheri Shouraki (ICMLA, 2002)

Tutorial on Inductive Semi-supervised Learning Methods: with Applicability to Natural Language Processing. - Anoop Sarkar; Gholamreza Haffari (HLT-NAACL, 2006)

Transductive learning for statistical machine translation. - Nicola Ueffing; Gholamreza Haffari; Anoop Sarkar (ACL, 2007)

Analysis of Semi-Supervised Learning with the Yarowsky Algorithm. - Gholamreza Haffari; Anoop Sarkar (UAI, 2007)

Semi-supervised model adaptation for statistical machine translation. - Nicola Ueffing; Gholamreza Haffari; Anoop Sarkar (Mach. Transl., 2007)

Homotopy-Based Semi-Supervised Hidden Markov Models for Sequence Labeling. - Gholamreza Haffari; Anoop Sarkar (COLING, 2008)

Boosting with incomplete information. - Gholamreza Haffari; Yang Wang 003; Shaojun Wang; Greg Mori; Feng Jiao (ICML, 2008)

Active Learning for Multilingual Statistical Machine Translation. - Gholamreza Haffari; Anoop Sarkar (ACL/IJCNLP, 2009)

Active Learning for Statistical Phrase-based Machine Translation. - Gholamreza Haffari; Maxim Roy; Anoop Sarkar (HLT-NAACL, 2009)

Hierarchical Dirichlet Trees for Information Retrieval. - Gholamreza Haffari; Yee Whye Teh (HLT-NAACL, 2009)

A Rate Distortion Approach for Semi-Supervised Conditional Random Fields. - Yang Wang 003; Gholamreza Haffari; Shaojun Wang; Greg Mori (NIPS, 2009)

An Ensemble Model that Combines Syntactic and Semantic Clustering for Discriminative Dependency Parsing. - Gholamreza Haffari; Marzieh Razavi; Anoop Sarkar (ACL (2), 2011)

Bayesian Extraction of Minimal SCFG Rules for Hierarchical Phrase-based Translation. - Baskaran Sankaran; Gholamreza Haffari; Anoop Sarkar (WMT@EMNLP, 2011)

Modeling the temporal dynamics of social rating networks using bidirectional effects of social relations and rating patterns. - Mohsen Jamali; Gholamreza Haffari; Martin Ester (WWW, 2011)

Feature-based classifiers for somatic mutation detection in tumour-normal paired sequencing data. - Jiarui Ding; Ali Bashashati; Andrew Roth; Arusha Oloumi; Kane Tse; Thomas Zeng 002; Gholamreza Haffari; Martin Hirst; Marco A. Marra; Anne Condon; Sam Aparicio; Sohrab P. Shah (Bioinform., 2012)

An Infinite Hierarchical Bayesian Model of Phrasal Translation. - Trevor Cohn; Gholamreza Haffari (ACL (1), 2013)

The Haves and the Have-Nots: Leveraging Unlabelled Corpora for Sentiment Analysis. - Kashyap Popat; Balamurali A. R.; Pushpak Bhattacharyya; Gholamreza Haffari (ACL (1), 2013)

Graph Propagation for Paraphrasing Out-of-Vocabulary Words in Statistical Machine Translation. - Majid Razmara; Maryam Siahbani; Reza Haffari; Anoop Sarkar (ACL (1), 2013)

Scalable Variational Inference for Extracting Hierarchical Phrase-based Translation Rules. - Baskaran Sankaran; Gholamreza Haffari; Anoop Sarkar (IJCNLP, 2013)

Scoring relevancy of features based on combinatorial analysis of Lasso with application to lymphoma diagnosis. - Habil Zare; Gholamreza Haffari; Arvind Gupta; Ryan Remy Brinkman (BMC Genom., 2013)

An Efficient Algorithm for Upper Bound on the Partition Function of Nucleic Acids. - Hamidreza Chitsaz; Elmirasadat Forouzmand; Gholamreza Haffari (J. Comput. Biol., 2013)

Noisy Or-based model for Relation Extraction using Distant Supervision. - Ajay Nagesh; Gholamreza Haffari; Ganesh Ramakrishnan (EMNLP, 2014)

Mp-Dissimilarity: A Data Dependent Dissimilarity Measure. - Sunil Aryal; Kai Ming Ting; Gholamreza Haffari; Takashi Washio (ICDM, 2014)

HIT'nDRIVE: Multi-driver Gene Prioritization Based on Hitting Time. - Raunak Shrestha; Ermin Hodzic; Jake Yeung; Kendric Wang; Thomas Sauerwald; Phuong Dao; Shawn Anderson; Himisha Beltran; Mark A. Rubin; Colin C. Collins; Gholamreza Haffari; Süleyman Cenk Sahinalp (RECOMB, 2014)

Beyond tf-idf and Cosine Distance in Documents Dissimilarity Measure. - Sunil Aryal; Kai Ming Ting; Gholamreza Haffari; Takashi Washio (AIRS, 2015)

Compact, Efficient and Unlimited Capacity: Language Modeling with Compressed Suffix Trees. - Ehsan Shareghi; Matthias Petri; Gholamreza Haffari; Trevor Cohn (EMNLP, 2015)

Predicting segmentation errors in an iris recognition system. - Nitin K. Mahadeo; Gholamreza Haffari; Andrew P. Paplinski (ICB, 2015)

Automated Analysis of Bangla Poetry for Classification and Poet Identification. - Geetanjali Rakshit; Anupam Ghosh; Pushpak Bhattacharyya; Gholamreza Haffari (ICON, 2015)

Optimizing Multivariate Performance Measures for Learning Relation Extraction Models. - Gholamreza Haffari; Ajay Nagesh; Ganesh Ramakrishnan (HLT-NAACL, 2015)

Structured Prediction of Sequences and Trees Using Infinite Contexts. - Ehsan Shareghi; Gholamreza Haffari; Trevor Cohn; Ann E. Nicholson (ECML/PKDD (2), 2015)

Novel Bernstein-like Concentration Inequalities for the Missing Mass. - Bahman Yari Saeed Khanloo; Gholamreza Haffari (UAI, 2015)

Half-space mass: a maximally robust and efficient data depth method. - Bo Chen 009; Kai Ming Ting; Takashi Washio; Gholamreza Haffari (Mach. Learn., 2015)

Improving Neural Translation Models with Linguistic Factors. - Cong Duy Vu Hoang; Reza Haffari; Trevor Cohn (ALTA, 2016)

Learning cascaded latent variable models for biomedical text classification. - Ming Liu 028; Gholamreza Haffari; Wray L. Buntine (ALTA, 2016)

Improving Word Alignment of Rare Words with Word Embeddings. - Masoud Jalili Sabet; Heshaam Faili; Gholamreza Haffari (COLING, 2016)

Richer Interpolative Smoothing Based on Modified Kneser-Ney Language Modeling. - Ehsan Shareghi; Trevor Cohn; Gholamreza Haffari (EMNLP, 2016)

Incorporating Structural Alignment Biases into an Attentional Neural Translation Model. - Trevor Cohn; Cong Duy Vu Hoang; Ekaterina Vymolova; Kaisheng Yao; Chris Dyer; Gholamreza Haffari (HLT-NAACL, 2016)

Incorporating Side Information into Recurrent Neural Network Language Models. - Cong Duy Vu Hoang; Trevor Cohn; Gholamreza Haffari (HLT-NAACL, 2016)

A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models. - Yangfeng Ji; Gholamreza Haffari; Jacob Eisenstein (HLT-NAACL, 2016)

Inter-document Contextual Language model. - Quan Hung Tran; Ingrid Zukerman; Gholamreza Haffari (HLT-NAACL, 2016)

Revisiting Attribute Independence Assumption in Probabilistic Unsupervised Anomaly Detection. - Sunil Aryal; Kai Ming Ting; Gholamreza Haffari (PAISI, 2016)

A Latent Variable Recurrent Neural Network for Discourse Relation Language Models. - Yangfeng Ji; Gholamreza Haffari; Jacob Eisenstein (CoRR, 2016)

Prepositional Attachment Disambiguation Using Bilingual Parsing and Alignments. - Geetanjali Rakshit; Sagar Sontakke; Pushpak Bhattacharyya; Gholamreza Haffari (CoRR, 2016)

Text mining electronic hospital records to automatically classify admissions against disease: Measuring the impact of linking data sources. - Simon Kocbek; Lawrence Cavedon; David Martínez 001; Christopher Bain; Chris Mac Manus; Gholamreza Haffari; Ingrid Zukerman; Karin Verspoor (J. Biomed. Informatics, 2016)

Fast, Small and Exact: Infinite-order Language Modelling with Compressed Suffix Trees. - Ehsan Shareghi; Matthias Petri; Gholamreza Haffari; Trevor Cohn (Trans. Assoc. Comput. Linguistics, 2016)

Leveraging Linguistic Resources for Improving Neural Text Classification. - Ming Liu 028; Gholamreza Haffari; Wray L. Buntine; Michelle Ananda-Rajah (ALTA, 2017)

A Generative Attentional Neural Network Model for Dialogue Act Classification. - Quan Hung Tran; Gholamreza Haffari; Ingrid Zukerman (ACL (2), 2017)

Efficient Benchmarking of NLP APIs using Multi-armed Bandits. - Gholamreza Haffari; Tuan Dung Tran; Mark James Carman (EACL (1), 2017)

A Hierarchical Neural Model for Learning Sequences of Dialogue Acts. - Quan Hung Tran; Ingrid Zukerman; Gholamreza Haffari (EACL (1), 2017)

Towards Decoding as Continuous Optimisation in Neural Machine Translation. - Cong Duy Vu Hoang; Gholamreza Haffari; Trevor Cohn (EMNLP, 2017)

Preserving Distributional Information in Dialogue Act Classification. - Quan Hung Tran; Ingrid Zukerman; Gholamreza Haffari (EMNLP, 2017)

Word Representation Models for Morphologically Rich Languages in Neural Machine Translation. - Ekaterina Vylomova; Trevor Cohn; Xuanli He; Gholamreza Haffari (SWCN@EMNLP, 2017)

Compressed Nonparametric Language Modelling. - Ehsan Shareghi; Gholamreza Haffari; Trevor Cohn (IJCAI, 2017)

Persian-Spanish Low-Resource Statistical Machine Translation Through English as Pivot Language. - Benyamin Ahmadnia; Javier Serrano 001; Gholamreza Haffari (RANLP, 2017)

Decoding as Continuous Optimization in Neural Machine Translation. - Cong Duy Vu Hoang; Gholamreza Haffari; Trevor Cohn (CoRR, 2017)

Multi-domain evaluation framework for named entity recognition tools. - Zahraa Said Abdallah; Mark James Carman; Gholamreza Haffari (Comput. Speech Lang., 2017)

Data-dependent dissimilarity measure: an effective alternative to geometric distance measures. - Sunil Aryal; Kai Ming Ting; Takashi Washio; Gholamreza Haffari (Knowl. Inf. Syst., 2017)

Exploring Textual and Speech information in Dialogue Act Classification with Speaker Domain Adaptation. - Xuanli He; Quan Hung Tran; William Havard; Laurent Besacier; Ingrid Zukerman; Gholamreza Haffari (ALTA, 2018)

Improved Neural Machine Translation using Side Information. - Cong Duy Vu Hoang; Gholamreza Haffari; Trevor Cohn (ALTA, 2018)

Graph-to-Sequence Learning using Gated Graph Neural Networks. - Daniel Beck; Gholamreza Haffari; Trevor Cohn (ACL (1), 2018)

Learning How to Actively Learn: A Deep Imitation Learning Approach. - Ming Liu 028; Wray L. Buntine; Gholamreza Haffari (ACL (1), 2018)

Document Context Neural Machine Translation with Memory Networks. - Sameen Maruf; Gholamreza Haffari (ACL (1), 2018)

Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation. - Poorya Zaremoodi; Wray L. Buntine; Gholamreza Haffari (ACL (2), 2018)

Iterative Back-Translation for Neural Machine Translation. - Cong Duy Vu Hoang; Philipp Koehn; Gholamreza Haffari; Trevor Cohn (NMT@ACL, 2018)

Statistical Machine Translation for Bilingually Low-Resource Scenarios: A Round-Tripping Approach. - Benyamin Ahmadnia; Gholamreza Haffari; Javier Serrano 001 (CIST, 2018)

Incorporating Syntactic Uncertainty in Neural Machine Translation with a Forest-to-Sequence Model. - Poorya Zaremoodi; Gholamreza Haffari (COLING, 2018)

Sequence to Sequence Mixture Model for Diverse Machine Translation. - Xuanli He; Gholamreza Haffari; Mohammad Norouzi 002 (CoNLL, 2018)

Learning to Actively Learn Neural Machine Translation. - Ming Liu 028; Wray L. Buntine; Gholamreza Haffari (CoNLL, 2018)

Automatic Post-Editing of Machine Translation: A Neural Programmer-Interpreter Approach. - Thuy-Trang Vu; Gholamreza Haffari (EMNLP, 2018)

Neural Machine Translation Advised by Statistical Machine Translation: The Case of Farsi-Spanish Bilingually Low-Resource Scenario. - Benyamin Ahmadnia; Parisa Kordjamshidi; Gholamreza Haffari (ICMLA, 2018)

The Context-Dependent Additive Recurrent Neural Net. - Quan Hung Tran; Tuan Manh Lai; Gholamreza Haffari; Ingrid Zukerman; Trung Bui; Hung Bui (NAACL-HLT, 2018)

Neural Machine Translation for Bilingually Scarce Scenarios: a Deep Multi-Task Learning Approach. - Poorya ZareMoodi; Gholamreza Haffari (NAACL-HLT, 2018)

Contextual Neural Model for Translating Bilingual Multi-Speaker Conversations. - Sameen Maruf; André F. T. Martins; Gholamreza Haffari (WMT, 2018)

PROSPERous: high-throughput prediction of substrate cleavage sites for 90 proteases with improved accuracy. - Jiangning Song; Fuyi Li; André Leier; Tatiana T. Marquez-Lago; Tatsuya Akutsu; Gholamreza Haffari; Kuo-Chen Chou; Geoffrey I. Webb; Robert N. Pike (Bioinform., 2018)

HetFHMM: A Novel Approach to Infer Tumor Heterogeneity Using Factorial Hidden Markov Models. - Mohammad S. Rahman; Ann E. Nicholson; Gholamreza Haffari (J. Comput. Biol., 2018)

A Pointer Network Architecture for Context-Dependent Semantic Parsing. - Xuanli He; Quan Hung Tran; Gholamreza Haffari (ALTA, 2019)

Neural Versus Non-Neural Text Simplification: A Case Study. - Islam Nassar; Michelle Ananda-Rajah; Gholamreza Haffari (ALTA, 2019)

Learning How to Active Learn by Dreaming. - Thuy-Trang Vu; Ming Liu 028; Dinh Phung 001; Gholamreza Haffari (ACL (1), 2019)

Cognate Identification to improve Phylogenetic trees for Indian Languages. - Diptesh Kanojia; Malhar Kulkarni; Pushpak Bhattacharyya; Gholamreza Haffari (COMAD/CODS, 2019)

Monash University's Submissions to the WNGT 2019 Document Translation Task. - Sameen Maruf; Gholamreza Haffari (NGT@EMNLP-IJCNLP, 2019)

Adaptively Scheduled Multitask Learning: The Case of Low-Resource Neural Machine Translation. - Poorya Zaremoodi; Gholamreza Haffari (NGT@EMNLP-IJCNLP, 2019)

Selective Attention for Context-aware Neural Machine Translation. - Sameen Maruf; André F. T. Martins; Gholamreza Haffari (NAACL-HLT (1), 2019)

Neural Speech Translation using Lattice Transformations and Graph Networks. - Daniel Beck; Trevor Cohn; Gholamreza Haffari (TextGraphs@EMNLP, 2019)

Utilizing Wordnets for Cognate Detection among Indian Languages. - Diptesh Kanojia; Kevin Patel; Malhar Kulkarni; Pushpak Bhattacharyya; Gholamreza Haffari (GWC, 2019)

Twenty years of bioinformatics research for protease-specific substrate and cleavage site prediction: a comprehensive revisit and benchmarking of existing methods. - Fuyi Li; Yanan Wang 003; Chen Li 021; Tatiana T. Marquez-Lago; André Leier; Neil D. Rawlings; Gholamreza Haffari; Jerico Nico De Leon Revote; Tatsuya Akutsu; Kuo-Chen Chou; Anthony W. Purcell; Robert N. Pike; et al. (Briefings Bioinform., 2019)

A new simple and effective measure for bag-of-word inter-document similarity measurement. - Sunil Aryal; Kai Ming Ting; Takashi Washio; Gholamreza Haffari (CoRR, 2019)

Medical Multimodal Classifiers Under Scarce Data Condition. - Faik Aydin; Maggie Zhang; Michelle Ananda-Rajah; Gholamreza Haffari (CoRR, 2019)

Question Generation from Paragraphs: A Tale of Two Hierarchical Models. - Vishwajeet Kumar; Raktim Chaki; Sai Teja Talluri; Ganesh Ramakrishnan; Yuan-Fang Li; Gholamreza Haffari (CoRR, 2019)

A Survey on Document-level Machine Translation: Methods and Evaluation. - Sameen Maruf; Fahimeh Saleh; Gholamreza Haffari (CoRR, 2019)

Multi-objective semi-supervised clustering to identify health service patterns for injured patients. - Hadi Akbarzadeh Khorshidi; Uwe Aickelin; Gholamreza Haffari; Behrooz Hassani-Mahmooei (Health Inf. Sci. Syst., 2019)

Analyzing Tumor Heterogeneity by Incorporating Long-Range Mutational Influences and Multiple Sample Data into Heterogeneity Factorial Hidden Markov Model. - Mohammad S. Rahman; Gholamreza Haffari (J. Comput. Biol., 2019)

Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks. - Guojia Wan; Bo Du 001; Shirui Pan; Gholamreza Haffari (AAAI, 2020)

Domain Adaptative Causality Encoder. - Farhad Moghimifar; Gholamreza Haffari; Mahsa Baktashmotlagh (ALTA, 2020)

Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation. - Xuanli He; Gholamreza Haffari; Mohammad Norouzi 002 (ACL, 2020)

Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns. - KayYen Wong; Sameen Maruf; Gholamreza Haffari (ACL, 2020)

Compact Rule Extraction for Hierarchical Phrase-based Translation. - Baskaran Sankaran; Gholamreza Haffari; Anoop Sarkar (AMTA, 2020)

Understanding Unnatural Questions Improves Reasoning over Text. - Xiaoyu Guo 009; Yuan-Fang Li; Gholamreza Haffari (COLING, 2020)

Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages. - Diptesh Kanojia; Raj Dabre; Shubham Dewangan; Pushpak Bhattacharyya; Gholamreza Haffari; Malhar Kulkarni (COLING, 2020)

Context Dependent Semantic Parsing: A Survey. - Zhuang Li 001; Lizhen Qu; Gholamreza Haffari (COLING, 2020)

CosMo: Conditional Seq2Seq-based Mixture Model for Zero-Shot Commonsense Question Answering. - Farhad Moghimifar; Lizhen Qu; Yue Zhuo 001; Mahsa Baktashmotlagh; Gholamreza Haffari (COLING, 2020)

Collective Wisdom: Improving Low-resource Neural Machine Translation using Adaptive Knowledge Distillation. - Fahimeh Saleh; Wray L. Buntine; Gholamreza Haffari (COLING, 2020)

Leveraging Discourse Rewards for Document-Level Neural Machine Translation. - Inigo Jauregi Unanue; Nazanin Esmaili; Gholamreza Haffari; Massimo Piccardi (COLING, 2020)

Scene Graph Modification Based on Natural Language Commands. - Xuanli He; Quan Hung Tran; Gholamreza Haffari; Walter Chang; Zhe Lin 001; Trung Bui; Franck Dernoncourt; Nhan Dam (EMNLP (Findings), 2020)

Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning. - Yuncheng Hua; Yuan-Fang Li; Gholamreza Haffari; Guilin Qi; Tongtong Wu (EMNLP (1), 2020)

Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models. - Thuy-Trang Vu; Dinh Phung 001; Gholamreza Haffari (EMNLP (1), 2020)

Personal Information Leakage Detection in Conversations. - Qiongkai Xu; Lizhen Qu; Zeyu Gao; Gholamreza Haffari (EMNLP (1), 2020)

Decoding As Dynamic Programming For Recurrent Autoregressive Models. - Najam Zaidi; Trevor Cohn; Gholamreza Haffari (ICLR, 2020)

Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning. - Yuncheng Hua; Yuan-Fang Li; Gholamreza Haffari; Guilin Qi; Wei Wu (IJCAI, 2020)

Reasoning Like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning. - Guojia Wan; Shirui Pan; Chen Gong 002; Chuan Zhou 001; Gholamreza Haffari (IJCAI, 2020)

Caption Alignment for Low Resource Audio-Visual Data. - Vighnesh Reddy Konda; Mayur Warialani; Rakesh Prasanth Achari; Varad Bhatnagar; Jayaprakash Akula; Preethi Jyothi; Ganesh Ramakrishnan; Gholamreza Haffari; Pankaj Singh (INTERSPEECH, 2020)

Challenge Dataset of Cognates and False Friend Pairs from Indian Languages. - Diptesh Kanojia; Malhar Kulkarni; Pushpak Bhattacharyya; Gholamreza Haffari (LREC, 2020)

SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression. - Jinming Zhao; Ming Liu 028; Longxiang Gao; Yuan Jin; Lan Du 002; He Zhao 001; He Zhang 012; Gholamreza Haffari (SIGIR, 2020)

Findings of the WMT 2020 Shared Task on Chat Translation. - M. Amin Farajian; António V. Lopes; André F. T. Martins; Sameen Maruf; Gholamreza Haffari (WMT@EMNLP, 2020)

Learning to Multi-Task Learn for Better Neural Machine Translation. - Poorya Zaremoodi; Gholamreza Haffari (CoRR, 2020)

Learning Coupled Policies for Simultaneous Machine Translation. - Philip Arthur; Trevor Cohn; Gholamreza Haffari (CoRR, 2020)

A comparative study of data-dependent approaches without learning in measuring similarities of data objects. - Sunil Aryal; Kai Ming Ting; Takashi Washio; Gholamreza Haffari (Data Min. Knowl. Discov., 2020)

A Statistically Efficient and Scalable Method for Exploratory Analysis of High-Dimensional Data. - Mohammad S. Rahman; Gholamreza Haffari (SN Comput. Sci., 2020)

Inferring Two-Level Hierarchical Gaussian Graphical Models to Discover Shared and Context-Specific Conditional Dependencies from High-Dimensional Heterogeneous Data. - Mohammad S. Rahman; Ann E. Nicholson; Gholamreza Haffari (SN Comput. Sci., 2020)

Curriculum-Meta Learning for Order-Robust Continual Relation Extraction. - Tongtong Wu; Xuekai Li; Yuan-Fang Li; Gholamreza Haffari; Guilin Qi; Yujin Zhu; Guoqiang Xu (AAAI, 2021)

Curriculum Learning Effectively Improves Low Data VQA. - Narjes Askarian; Ehsan Abbasnejad; Ingrid Zukerman; Wray L. Buntine; Gholamreza Haffari (ALTA, 2021)

Document Level Hierarchical Transformer. - Najam Zaidi; Trevor Cohn; Gholamreza Haffari (ALTA, 2021)

Multilingual Simultaneous Neural Machine Translation. - Philip Arthur; Dongwon Ryu; Gholamreza Haffari (ACL/IJCNLP (Findings), 2021)

Neural-Symbolic Commonsense Reasoner with Relation Predictors. - Farhad Moghimifar; Lizhen Qu; Yue Zhuo 001; Gholamreza Haffari; Mahsa Baktashmotlagh (ACL/IJCNLP (2), 2021)

Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection. - Shirong Shen; Tongtong Wu; Guilin Qi; Yuan-Fang Li; Gholamreza Haffari; Sheng Bi (ACL/IJCNLP (Findings), 2021)

Learning to Explain: Generating Stable Explanations Fast. - Xuelin Situ; Ingrid Zukerman; Cécile Paris; Sameen Maruf; Gholamreza Haffari (ACL/IJCNLP (1), 2021)

All Labels Are Not Created Equal: Enhancing Semi-Supervision via Label Grouping and Co-Training. - Islam Nassar; Samitha Herath; Ehsan Abbasnejad; Wray L. Buntine; Gholamreza Haffari (CVPR, 2021)

Leveraging Latent Economic Concepts and Sentiments in the News for Market Prediction. - Saeede Anbaee Farimani; Majid Vafaei Jahan; Amin Milani Fard; Gholamreza Haffari (DSAA, 2021)

Learning Coupled Policies for Simultaneous Machine Translation using Imitation Learning. - Philip Arthur; Trevor Cohn; Gholamreza Haffari (EACL, 2021)

Cognition-aware Cognate Detection. - Diptesh Kanojia; Prashant Sharma; Sayali Ghodekar; Pushpak Bhattacharyya; Gholamreza Haffari; Malhar Kulkarni (EACL, 2021)

Few-Shot Semantic Parsing for New Predicates. - Zhuang Li 001; Lizhen Qu; Shuo Huang; Gholamreza Haffari (EACL, 2021)

Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text. - Xiaoyu Guo 009; Yuan-Fang Li; Gholamreza Haffari (EMNLP (Findings), 2021)

Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers. - Zhuang Li 001; Lizhen Qu; Gholamreza Haffari (EMNLP (1), 2021)

Multilingual Neural Machine Translation: Can Linguistic Hierarchies Help? - Fahimeh Saleh; Wray L. Buntine; Gholamreza Haffari; Lan Du 002 (EMNLP (Findings), 2021)

Lifelong Explainer for Lifelong Learners. - Xuelin Situ; Sameen Maruf; Ingrid Zukerman; Cécile Paris; Gholamreza Haffari (EMNLP (1), 2021)

Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection. - Thuy-Trang Vu; Xuanli He; Dinh Q. Phung; Gholamreza Haffari (EMNLP (1), 2021)

Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training. - Minghao Wu; Yitong Li; Meng Zhang 019; Liangyou Li; Gholamreza Haffari; Qun Liu 001 (EMNLP (1), 2021)

It Is Not As Good As You Think! Evaluating Simultaneous Machine Translation on Interpretation Data. - Jinming Zhao; Philip Arthur; Gholamreza Haffari; Trevor Cohn; Ehsan Shareghi (EMNLP (1), 2021)

Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain. - Fatemeh Shiri; Teresa Wang; Shirui Pan; Xiaojun Chang; Yuan-Fang Li; Reza Haffari; Van Nguyen 002; Shuang Yu (FUSION, 2021)

iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients. - Miao Zhang; Steven W. Su; Shirui Pan; Xiaojun Chang; M. Ehsan Abbasnejad; Reza Haffari (ICML, 2021)

Explaining Decision-Tree Predictions by Addressing Potential Conflicts between Predictions and Plausible Expectations. - Sameen Maruf; Ingrid Zukerman; Ehud Reiter; Gholamreza Haffari (INLG, 2021)

Generate, Annotate, and Learn: Generative Models Advance Self-Training and Knowledge Distillation. - Xuanli He; Islam Nassar; Jamie Kiros; Gholamreza Haffari; Mohammad Norouzi 002 (CoRR, 2021)

Differentiable Architecture Search Without Training Nor Labels: A Pruning Perspective. - Miao Zhang; Steven W. Su; Shirui Pan; Xiaojun Chang; Wei Huang 034; Gholamreza Haffari (CoRR, 2021)

Beyond Model Extraction: Imitation Attack for Black-Box NLP APIs. - Qiongkai Xu; Xuanli He; Lingjuan Lyu; Lizhen Qu; Gholamreza Haffari (CoRR, 2021)

Complex Reading Comprehension Through Question Decomposition. - Xiao-Yu Guo; Yuan-Fang Li; Gholamreza Haffari (ALTA, 2022)

TCG-Event: Effective Task Conditioning for Generation-based Event Extraction. - Fatemeh Shiri; Tongtong Wu; Yuan-Fang Li; Gholamreza Haffari (ALTA, 2022)

Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games. - Dongwon Ryu; Ehsan Shareghi; Meng Fang; Yunqiu Xu; Shirui Pan; Gholamreza Haffari (ACL (2), 2022)

Domain Generalisation of NMT: Fusing Adapters with Leave-One-Domain-Out Training. - Thuy-Trang Vu; Shahram Khadivi; Dinh Q. Phung; Gholamreza Haffari (ACL (Findings), 2022)

Teaching Neural Module Networks to Do Arithmetic. - Jiayi Chen; Xiaoyu Guo 009; Yuan-Fang Li; Gholamreza Haffari (COLING, 2022)

Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs. - Qiongkai Xu; Xuanli He; Lingjuan Lyu; Lizhen Qu; Gholamreza Haffari (COLING, 2022)

Active Learning by Feature Mixing. - Amin Parvaneh; Ehsan Abbasnejad; Damien Teney; Reza Haffari; Anton van den Hengel; Javen Qinfeng Shi (CVPR, 2022)

BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule. - Miao Zhang; Shirui Pan; Xiaojun Chang; Steven Su; Jilin Hu; Gholamreza Haffari; Bin Yang 002 (CVPR, 2022)

Multimodal Transformer with Variable-Length Memory for Vision-and-Language Navigation. - Chuang Lin 003; Yi Jiang 004; Jianfei Cai 001; Lizhen Qu; Gholamreza Haffari; Zehuan Yuan (ECCV (36), 2022)

Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation. - Zhuang Li 001; Lizhen Qu; Qiongkai Xu; Tongtong Wu; Tianyang Zhan; Gholamreza Haffari (EMNLP, 2022)

Towards relation extraction from speech. - Tongtong Wu; Guitao Wang; Jinming Zhao; Zhaoran Liu; Guilin Qi; Yuan-Fang Li; Gholamreza Haffari (EMNLP, 2022)

Self-supervised Rewiring of Pre-trained Speech Encoders: Towards Faster Fine-tuning with Less Labels in Speech Processing. - Hao Yang; Jinming Zhao; Gholamreza Haffari; Ehsan Shareghi (EMNLP (Findings), 2022)

RedApt: An Adaptor for wav2vec 2 EncodingFaster and Smaller Speech Translation without Quality Compromise. - Jinming Zhao; Hao Yang; Gholamreza Haffari; Ehsan Shareghi (EMNLP (Findings), 2022)

Paraphrasing Techniques for Maritime QA system. - Fatemeh Shiri; Terry Yue Zhuo; Zhuang Li 001; Shirui Pan; Weiqing Wang 001; Reza Haffari; Yuan-Fang Li; Van Nguyen 002 (FUSION, 2022)

Pretrained Language Model in Continual Learning: A Comparative Study. - Tongtong Wu; Massimo Caccia; Zhuang Li 001; Yuan-Fang Li; Guilin Qi; Gholamreza Haffari (ICLR, 2022)

M-Adapter: Modality Adaptation for End-to-End Speech-to-Text Translation. - Jinming Zhao; Hao Yang; Gholamreza Haffari; Ehsan Shareghi (INTERSPEECH, 2022)

Inductive Biases for Low Data VQA: A Data Augmentation Approach. - Narjes Askarian; Ehsan Abbasnejad; Ingrid Zukerman; Wray L. Buntine; Gholamreza Haffari (WACV (Workshops), 2022)

Can Domains Be Transferred across Languages in Multi-Domain Multilingual Neural Machine Translation? - Thuy-Trang Vu; Shahram Khadivi; Xuanli He; Dinh Phung 001; Gholamreza Haffari (WMT, 2022)

Learning to Counter: Stochastic Feature-based Learning for Diverse Counterfactual Explanations. - Vy Vo; Trung Le 001; Van Nguyen 002; He Zhao 001; Edwin V. Bonilla; Gholamreza Haffari; Dinh Q. Phung (CoRR, 2022)

RedApt: An Adaptor for wav2vec 2 Encoding Faster and Smaller Speech Translation without Quality Compromise. - Jinming Zhao; Hao Yang; Gholamreza Haffari; Ehsan Shareghi (CoRR, 2022)

LAVA: Label-efficient Visual Learning and Adaptation. - Islam Nassar; Munawar Hayat; Ehsan Abbasnejad; Hamid Rezatofighi; Mehrtash Harandi; Gholamreza Haffari (CoRR, 2022)

Complex Reading Comprehension Through Question Decomposition. - Xiaoyu Guo 009; Yuan-Fang Li; Gholamreza Haffari (CoRR, 2022)

Let's Negotiate! A Survey of Negotiation Dialogue Systems. - Haolan Zhan; Yufei Wang 003; Tao Feng 013; Yuncheng Hua; Suraj Sharma; Zhuang Li 001; Lizhen Qu; Gholamreza Haffari (CoRR, 2022)

A Survey on Document-level Neural Machine Translation: Methods and Evaluation. - Sameen Maruf; Fahimeh Saleh; Gholamreza Haffari (ACM Comput. Surv., 2022)

Generate, Annotate, and Learn: NLP with Synthetic Text. - Xuanli He; Islam Nassar; Jamie Kiros; Gholamreza Haffari; Mohammad Norouzi 002 (Trans. Assoc. Comput. Linguistics, 2022)

Turning Flowchart into Dialog: Augmenting Flowchart-grounded Troubleshooting Dialogs via Synthetic Data Generation. - Haolan Zhan; Sameen Maruf; Lizhen Qu; Yufei Wang 003; Ingrid Zukerman; Gholamreza Haffari (ALTA, 2023)

FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing. - Zhuang Li 001; Yuyang Chai; Terry Yue Zhuo; Lizhen Qu; Gholamreza Haffari; Fei Li 021; Donghong Ji; Quan Hung Tran (ACL (Findings), 2023)

The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning. - Zhuang Li 001; Lizhen Qu; Philip R. Cohen; Raj Tumuluri; Gholamreza Haffari (ACL (1), 2023)

NormMark: A Weakly Supervised Markov Model for Socio-cultural Norm Discovery. - Farhad Moghimifar; Shilin Qu; Tongtong Wu; Yuan-Fang Li; Gholamreza Haffari (ACL (Findings), 2023)

A Minimal Approach for Natural Language Action Space in Text-based Games. - Dongwon Ryu; Meng Fang; Gholamreza Haffari; Shirui Pan; Ehsan Shareghi (CoNLL, 2023)

MARLIN: Masked Autoencoder for facial video Representation LearnINg. - Zhixi Cai; Shreya Ghosh 001; Kalin Stefanov; Abhinav Dhall; Jianfei Cai 001; Hamid Rezatofighi; Reza Haffari; Munawar Hayat (CVPR, 2023)

Protocon: Pseudo-Label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-Supervised Learning. - Islam Nassar; Munawar Hayat; Ehsan Abbasnejad; Hamid Rezatofighi; Gholamreza Haffari (CVPR, 2023)

Active Learning for Multilingual Semantic Parser. - Zhuang Li 001; Gholamreza Haffari (EACL (Findings), 2023)

Document Flattening: Beyond Concatenating Context for Document-Level Neural Machine Translation. - Minghao Wu; George F. Foster; Lizhen Qu; Gholamreza Haffari (EACL, 2023)

Generating Synthetic Speech from SpokenVocab for Speech Translation. - Jinming Zhao; Gholamreza Haffari; Ehsan Shareghi (EACL (Findings), 2023)

On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex. - Terry Yue Zhuo; Zhuang Li 001; Yujin Huang; Fatemeh Shiri; Weiqing Wang 001; Gholamreza Haffari; Yuan-Fang Li (EACL, 2023)

DeSIQ: Towards an Unbiased, Challenging Benchmark for Social Intelligence Understanding. - Xiaoyu Guo 009; Yuan-Fang Li; Gholamreza Haffari (EMNLP, 2023)

Systematic Assessment of Factual Knowledge in Large Language Models. - Linhao Luo; Thuy-Trang Vu; Dinh Q. Phung; Gholamreza Haffari (EMNLP (Findings), 2023)

Koala: An Index for Quantifying Overlaps with Pre-training Corpora. - Thuy-Trang Vu; Xuanli He; Gholamreza Haffari; Ehsan Shareghi (EMNLP (Demos), 2023)

Few-shot Domain-Adaptative Visually-fused Event Detection from Text. - Farhad Moghimifar; Fatemeh Shiri; Reza Haffari; Yuan-Fang Li; Van Nguyen 002 (FUSION, 2023)

Energy-based Self-Training and Normalization for Unsupervised Domain Adaptation. - Samitha Herath; Basura Fernando; Ehsan Abbasnejad; Munawar Hayat; Shahram Khadivi; Mehrtash Harandi; Hamid Rezatofighi; Gholamreza Haffari (ICCV, 2023)

Learning Object-Language Alignments for Open-Vocabulary Object Detection. - Chuang Lin 003; Peize Sun; Yi Jiang 004; Ping Luo 002; Lizhen Qu; Gholamreza Haffari; Zehuan Yuan; Jianfei Cai 001 (ICLR, 2023)

An Additive Instance-Wise Approach to Multi-class Model Interpretation. - Vy Vo; Van Nguyen 002; Trung Le 001; Quan Hung Tran; Gholamreza Haffari; Seyit Camtepe; Dinh Phung 001 (ICLR, 2023)

Reranking for Natural Language Generation from Logical Forms: A Study based on Large Language Models. - Levon Haroutunian; Zhuang Li 001; Lucian Galescu; Philip Cohen 001; Raj Tumuluri; Gholamreza Haffari (IJCNLP (1), 2023)

Theia: Weakly Supervised Multimodal Event Extraction from Incomplete Data. - Farhad Moghimifar; Fatemeh Shiri; Van Nguyen 002; Yuan-Fang Li; Gholamreza Haffari (IJCNLP (2), 2023)

Investigating Pre-trained Audio Encoders in the Low-Resource Condition. - Hao Yang; Jinming Zhao; Gholamreza Haffari; Ehsan Shareghi (INTERSPEECH, 2023)

Feature-based Learning for Diverse and Privacy-Preserving Counterfactual Explanations. - Vy Vo; Trung Le 001; Van Nguyen 002; He Zhao 001; Edwin V. Bonilla; Gholamreza Haffari; Dinh Q. Phung (KDD, 2023)

Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion. - Linhao Luo; Yuan-Fang Li; Gholamreza Haffari; Shirui Pan (SIGIR, 2023)

SocialDial: A Benchmark for Socially-Aware Dialogue Systems. - Haolan Zhan; Zhuang Li 001; Yufei Wang 003; Linhao Luo; Tao Feng 013; Xiaoxi Kang; Yuncheng Hua; Lizhen Qu; Lay-Ki Soon; Suraj Sharma; Ingrid Zukerman; Zhaleh Semnani-Azad; et al. (SIGIR, 2023)

LAVA:Label-efficient Visual Learning and Adaptation. - Islam Nassar; Munawar Hayat; Ehsan Abbasnejad; Hamid Rezatofighi; Mehrtash Harandi; Gholamreza Haffari (WACV, 2023)

Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs. - Linhao Luo; Gholamreza Haffari; Shirui Pan (WSDM, 2023)

Turning Flowchart into Dialog: Plan-based Data Augmentation for Low-Resource Flowchart-grounded Troubleshooting Dialogs. - Haolan Zhan; Sameen Maruf; Lizhen Qu; Yufei Wang 003; Ingrid Zukerman; Gholamreza Haffari (CoRR, 2023)

Few-shot Domain-Adaptive Visually-fused Event Detection from Text. - Fatemeh Shiri; Farhad Moghimifar; Van Nguyen 002; Reza Haffari; Yuan-Fang Li (CoRR, 2023)

Active Continual Learning: Labelling Queries in a Sequence of Tasks. - Thuy-Trang Vu; Shahram Khadivi; Dinh Q. Phung; Gholamreza Haffari (CoRR, 2023)

Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery. - Tao Feng 013; Lizhen Qu; Gholamreza Haffari (Trans. Assoc. Comput. Linguistics, 2023)

T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification. - Inigo Jauregi Unanue; Gholamreza Haffari; Massimo Piccardi (Trans. Assoc. Comput. Linguistics, 2023)

Voicify Your UI: Towards Android App Control with Voice Commands. - Minh Duc Vu; Han Wang 023; Zhuang Li 001; Gholamreza Haffari; Zhenchang Xing; Chunyang Chen 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

Influence of context on users' views about explanations for decision-tree predictions. - Sameen Maruf; Ingrid Zukerman; Ehud Reiter; Gholamreza Haffari (Comput. Speech Lang., 2023)

Medical visual question answering: A survey. - Zhihong Lin; Donghao Zhang; Qingyi Tao; Danli Shi; Gholamreza Haffari; Qi Wu 001; Mingguang He; Zongyuan Ge (Artif. Intell. Medicine, 2023)

KC-GEE: knowledge-based conditioning for generative event extraction. - Tongtong Wu; Fatemeh Shiri; Jingqi Kang; Guilin Qi; Gholamreza Haffari; Yuan-Fang Li (World Wide Web (WWW), 2023)

Simultaneous Machine Translation with Large Language Models. - Minghan Wang; Thuy-Trang Vu; Jinming Zhao; Fatemeh Shiri; Ehsan Shareghi; Gholamreza Haffari (ALTA, 2024)

IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models. - Tao Feng 013; Lizhen Qu; Zhuang Li 001; Haolan Zhan; Yuncheng Hua; Gholamreza Haffari (ACL (1), 2024)

MTP: A Dataset for Multi-Modal Turning Points in Casual Conversations. - Gia-Bao Dinh Ho; Chang Wei Tan; Zahra Zamanzadeh Darban; Mahsa Salehi; Reza Haffari; Wray L. Buntine (ACL (Short Papers), 2024)

Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs. - Thi Nguyen; Linhao Luo; Fatemeh Shiri; Dinh Phung 001; Yuan-Fang Li; Thuy-Trang Vu; Gholamreza Haffari (ACL (Findings), 2024)

Active Continual Learning: On Balancing Knowledge Retention and Learnability. - Thuy-Trang Vu; Shahram Khadivi; Mahsa Ghorbanali; Dinh Q. Phung; Gholamreza Haffari (AI (2), 2024)

Improving Cross-Domain Low-Resource Text Generation through LLM Post-Editing: A Programmer-Interpreter Approach. - Zhuang Li 001; Levon Haroutunian; Raj Tumuluri; Phil Cohen 001; Gholamreza Haffari (EACL (Findings), 2024)

Importance-Aware Data Augmentation for Document-Level Neural Machine Translation. - Minghao Wu; Yufei Wang 003; George F. Foster; Lizhen Qu; Gholamreza Haffari (EACL (1), 2024)

Let's Negotiate! A Survey of Negotiation Dialogue Systems. - Haolan Zhan; Yufei Wang 003; Zhuang Li 001; Tao Feng 013; Yuncheng Hua; Suraj Sharma; Lizhen Qu; Zhaleh Semnani-Azad; Ingrid Zukerman; Reza Haffari (EACL (Findings), 2024)

Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs. - Fatemeh Shiri; Farhad Moghimifar; Reza Haffari; Yuan-Fang Li; Van Nguyen 002; John Yoo (FUSION, 2024)

Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning. - Linhao Luo; Yuan-Fang Li; Gholamreza Haffari; Shirui Pan (ICLR, 2024)

Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation. - Manh Luong; Khai Nguyen; Nhat Ho; Gholamreza Haffari; Dinh Phung 001; Lizhen Qu (ICLR, 2024)

Generating Simple, Conservative and Unifying Explanations for Logistic Regression Models. - Sameen Maruf; Ingrid Zukerman; Xuelin Situ; Cécile Paris; Gholamreza Haffari (INLG, 2024)

Measuring Affective and Motivational States as Conditions for Cognitive and Metacognitive Processing in Self-Regulated Learning. - Mladen Rakovic; Yuheng Li; Navid Mohammadi Foumani; Mahsa Salehi; Levin Kuhlmann; Geoffrey Mackellar; Roberto Martínez Maldonado; Gholamreza Haffari; Zachari Swiecki; Xinyu Li 004; Guanliang Chen; Dragan Gasevic (LAK, 2024)

RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations. - Haolan Zhan; Zhuang Li 001; Xiaoxi Kang; Tao Feng 013; Yuncheng Hua; Lizhen Qu; Yi Ying; Mei Rianto Chandra; Kelly Rosalin; Jureynolds Jureynolds; Suraj Sharma; Shilin Qu; et al. (NAACL-HLT (Findings), 2024)

MiniCache: KV Cache Compression in Depth Dimension for Large Language Models. - Akide Liu; Jing Liu 048; Zizheng Pan; Yefei He; Reza Haffari; Bohan Zhuang (NeurIPS, 2024)

Going beyond Imagination! Enhancing Multi-modal Dialogue Agents with Synthetic Visual Descriptions. - Haolan Zhan; Sameen Maruf; Ingrid Zukerman; Gholamreza Haffari (SIGDIAL, 2024)

Adapting Large Language Models for Document-Level Machine Translation. - Minghao Wu; Thuy-Trang Vu; Lizhen Qu; George F. Foster; Gholamreza Haffari (CoRR, 2024)

Towards Event Extraction from Speech with Contextual Clues. - Jingqi Kang; Tongtong Wu; Jinming Zhao; Guitao Wang; Guilin Qi; Yuan-Fang Li; Gholamreza Haffari (CoRR, 2024)

Continual Learning for Large Language Models: A Survey. - Tongtong Wu; Linhao Luo; Yuan-Fang Li; Shirui Pan; Thuy-Trang Vu; Gholamreza Haffari (CoRR, 2024)

SADAS: A Dialogue Assistant System Towards Remediating Norm Violations in Bilingual Socio-Cultural Conversations. - Yuncheng Hua; Zhuang Li 001; Linhao Luo; Kadek Ananta Satriadi; Tao Feng 013; Haolan Zhan; Lizhen Qu; Suraj Sharma; Ingrid Zukerman; Zhaleh Semnani-Azad; Gholamreza Haffari (CoRR, 2024)

Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues. - Yuncheng Hua; Lizhen Qu; Gholamreza Haffari (CoRR, 2024)

Conversational SimulMT: Efficient Simultaneous Translation with Large Language Models. - Minghan Wang; Thuy-Trang Vu; Ehsan Shareghi; Gholamreza Haffari (CoRR, 2024)

Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs. - Minh-Vuong Nguyen; Linhao Luo; Fatemeh Shiri; Dinh Phung 001; Yuan-Fang Li; Thuy-Trang Vu; Gholamreza Haffari (CoRR, 2024)

Modelling Political Coalition Negotiations Using LLM-based Agents. - Farhad Moghimifar; Yuan-Fang Li; Robert Thomson 005; Gholamreza Haffari (CoRR, 2024)

Double Mixture: Towards Continual Event Detection from Speech. - Jingqi Kang; Tongtong Wu; Jinming Zhao; Guitao Wang; Yinwei Wei; Hao Yang; Guilin Qi; Yuan-Fang Li; Gholamreza Haffari (CoRR, 2024)

(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts. - Minghao Wu; Yulin Yuan; Gholamreza Haffari; Longyue Wang (CoRR, 2024)

NAP^2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human. - Shuo Huang; William MacLean; Xiaoxi Kang; Anqi Wu; Lizhen Qu; Qiongkai Xu; Zhuang Li 001; Xingliang Yuan; Gholamreza Haffari (CoRR, 2024)

VersiCode: Towards Version-controllable Code Generation. - Tongtong Wu; Weigang Wu; Xingyu Wang; Kang Xu 001; Suyu Ma; Bo Jiang; Ping Yang; Zhenchang Xing; Yuan-Fang Li; Gholamreza Haffari (CoRR, 2024)

Mixture-of-Skills: Learning to Optimize Data Usage for Fine-Tuning Large Language Models. - Minghao Wu; Thuy-Trang Vu; Lizhen Qu; Gholamreza Haffari (CoRR, 2024)

Exploring the Potential of Multimodal LLM with Knowledge-Intensive Multimodal ASR. - Minghan Wang; Yuxia Wang; Thuy-Trang Vu; Ehsan Shareghi; Gholamreza Haffari (CoRR, 2024)

SCAR: Efficient Instruction-Tuning for Large Language Models via Style Consistency-Aware Response Ranking. - Zhuang Li 001; Yuncheng Hua; Thuy-Trang Vu; Haolan Zhan; Lizhen Qu; Gholamreza Haffari (CoRR, 2024)

Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction. - Yuncheng Hua; Yujin Huang; Shuo Huang; Tao Feng 013; Lizhen Qu; Chris Bain; Richard Bassed; Gholamreza Haffari (CoRR, 2024)

Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights. - Hao Yang; Lizhen Qu; Ehsan Shareghi; Gholamreza Haffari (CoRR, 2024)

From Pre-training Corpora to Large Language Models: What Factors Influence LLM Performance in Causal Discovery Tasks? - Tao Feng 013; Lizhen Qu; Niket Tandon; Zhuang Li 001; Xiaoxi Kang; Gholamreza Haffari (CoRR, 2024)

Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues. - Shilin Qu; Weiqing Wang 001; Xin Zhou 023; Haolan Zhan; Zhuang Li 001; Lizhen Qu; Linhao Luo; Yuan-Fang Li; Gholamreza Haffari (CoRR, 2024)

Jigsaw Puzzles: Splitting Harmful Questions to Jailbreak Large Language Models. - Hao Yang; Lizhen Qu; Ehsan Shareghi; Gholamreza Haffari (CoRR, 2024)

The Best of Both Worlds: Bridging Quality and Diversity in Data Selection with Bipartite Graph. - Minghao Wu; Thuy-Trang Vu; Lizhen Qu; Gholamreza Haffari (CoRR, 2024)

Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models. - Linhao Luo; Zicheng Zhao; Chen Gong 002; Gholamreza Haffari; Shirui Pan (CoRR, 2024)

An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models. - Fatemeh Shiri; Xiao-Yu Guo; Mona Golestan Far; Xin Yu 002; Gholamreza Haffari; Yuan-Fang Li (CoRR, 2024)

SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models. - Zhuang Li 001; Yuncheng Hua; Thuy-Trang Vu; Haolan Zhan; Lizhen Qu; Gholamreza Haffari (ACL (1), 2025)

On the Reliability of Large Language Models for Causal Discovery. - Tao Feng 013; Lizhen Qu; Niket Tandon; Zhuang Li 001; Xiaoxi Kang; Gholamreza Haffari (ACL (1), 2025)

IRIS: An Iterative and Integrated Framework for Verifiable Causal Discovery in the Absence of Tabular Data. - Tao Feng 013; Lizhen Qu; Niket Tandon; Gholamreza Haffari (ACL (1), 2025)

SurveyPilot: an Agentic Framework for Automated Human Opinion Collection from Social Media. - Viet Thanh Pham; Lizhen Qu; Zhuang Li 001; Suraj Sharma; Gholamreza Haffari (ACL (1), 2025)

CausalScore: An Automatic Reference-Free Metric for Assessing Response Relevance in Open-Domain Dialogue Systems. - Tao Feng 013; Lizhen Qu; Xiaoxi Kang; Gholamreza Haffari (COLING, 2025)

Extending LLMs to New Languages: A Case Study of Llama and Persian Adaptation. - Samin Mahdizadeh Sani; Pouya Sadeghi; Thuy-Trang Vu; Yadollah Yaghoobzadeh; Gholamreza Haffari (COLING, 2025)

MADial-Bench: Towards Real-world Evaluation of Memory-Augmented Dialogue Generation. - Junqing He; Liang Zhu; Rui Wang; Xi Wang; Gholamreza Haffari; Jiaxing Zhang (NAACL (Long Papers), 2025)

CultureInstruct: Curating Multi-Cultural Instructions at Scale. - Viet Thanh Pham; Zhuang Li 001; Lizhen Qu; Gholamreza Haffari (NAACL (Long Papers), 2025)

ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning. - Vy Vo; Lizhen Qu; Tao Feng 013; Yuncheng Hua; Xiaoxi Kang; Songhai Fan; Tim Dwyer; Lay-Ki Soon; Gholamreza Haffari (NAACL (Long Papers), 2025)

SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine. - Xiaochen Wang; Junqing He; Liang Chen 024; Gholamreza Haffari; Yiru Wang; Zhe Yang 013; Xiangdi Meng; Kunhao Pan; Zhifang Sui (NAACL (Findings), 2025)

Audio Is the Achilles' Heel: Red Teaming Audio Large Multimodal Models. - Hao Yang; Lizhen Qu; Ehsan Shareghi; Gholamreza Haffari (NAACL (Long Papers), 2025)

ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning. - Linhao Luo; Jiaxin Ju; Bo Xiong; Yuan-Fang Li; Gholamreza Haffari; Shirui Pan (PAKDD (2), 2025)

(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts. - Minghao Wu; Jiahao Xu; Yulin Yuan; Gholamreza Haffari; Longyue Wang; Weihua Luo; Kaifu Zhang (Trans. Assoc. Comput. Linguistics, 2025)

Towards LifeSpan Cognitive Systems. - Yu Wang 170; Chi Han; Tongtong Wu; Xiaoxin He; Wangchunshu Zhou; Nafis Sadeq; Xiusi Chen; Zexue He; Wei Wang; Gholamreza Haffari; Heng Ji 001; Julian J. McAuley (Trans. Mach. Learn. Res., 2025)

Attending To Syntactic Information In Biomedical Event Extraction Via Graph Neural Networks. - Farshad Noravesh; Reza Haffari; Ong Huey Fang; Lay-Ki Soon; Sailaja Rajalana; Arghya Pal (CoRR, 2025)

NAVER: A Neuro-Symbolic Compositional Automaton for Visual Grounding with Explicit Logic Reasoning. - Zhixi Cai; Fucai Ke; Simindokht Jahangard; Maria Garcia de la Banda; Reza Haffari; Peter J. Stuckey; Hamid Rezatofighi (CoRR, 2025)

GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation. - Linhao Luo; Zicheng Zhao; Gholamreza Haffari; Dinh Q. Phung; Chen Gong 002; Shirui Pan (CoRR, 2025)

Unbiased Sliced Wasserstein Kernels for High-Quality Audio Captioning. - Manh Luong; Khai Nguyen; Dinh Q. Phung; Gholamreza Haffari; Lizhen Qu (CoRR, 2025)

RIDE: Enhancing Large Language Model Alignment through Restyled In-Context Learning Demonstration Exemplars. - Yuncheng Hua; Lizhen Qu; Zhuang Li 001; Hao Xue 001; Flora D. Salim; Gholamreza Haffari (CoRR, 2025)

CONGRAD:Conflicting Gradient Filtering for Multilingual Preference Alignment. - Jiangnan Li; Thuy-Trang Vu; Christian Herold; Amirhossein Tebbifakhr; Shahram Khadivi; Gholamreza Haffari (CoRR, 2025)

SpeechDialogueFactory: Generating High-Quality Speech Dialogue Data to Accelerate Your Speech-LLM Development. - Minghan Wang; Ye Bai; Yuxia Wang; Thuy-Trang Vu; Ehsan Shareghi; Gholamreza Haffari (CoRR, 2025)

LGRPool: Hierarchical Graph Pooling Via Local-Global Regularisation. - Farshad Noravesh; Reza Haffari; Lay-Ki Soon; Arghya Pal (CoRR, 2025)

SituatedThinker: Grounding LLM Reasoning with Real-World through Situated Thinking. - Junnan Liu; Linhao Luo; Thuy-Trang Vu; Gholamreza Haffari (CoRR, 2025)

Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models. - Hao Yang; Lizhen Qu; Ehsan Shareghi; Gholamreza Haffari (CoRR, 2025)

GSAT: Graph Structure Attention Networks. - Farshad Noravesh; Reza Haffari; Lay-Ki Soon; Arghya Pal (CoRR, 2025)

Continual Speech Learning with Fused Speech Features. - Guitao Wang; Jinming Zhao; Hao Yang; Guilin Qi; Tongtong Wu; Gholamreza Haffari (CoRR, 2025)

FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion. - Akide Liu; Zeyu Zhang 006; Zhexin Li; Xuehai Bai; Yizeng Han; Jiasheng Tang; Yuanjie Xing; Jichao Wu; Mingyang Yang; Weihua Chen; Jiahao He; Yuanyu He; et al. (CoRR, 2025)

Discrete Minds in a Continuous World: Do Language Models Know Time Passes? - Minghan Wang; Ye Bai; Thuy-Trang Vu; Ehsan Shareghi; Gholamreza Haffari (CoRR, 2025)

Table-r1: Self-supervised and Reinforcement Learning for Program-based Table Reasoning in Small Language Models. - Rihui Jin; Zheyu Xin; Xing Xie; Zuoyi Li; Guilin Qi; Yongrui Chen 002; Xinbang Dai; Tongtong Wu; Gholamreza Haffari (CoRR, 2025)

Natural Language Processing for Dialects of a Language: A Survey. - Aditya Joshi; Raj Dabre; Diptesh Kanojia; Zhuang Li 001; Haolan Zhan; Gholamreza Haffari; Doris Dippold (ACM Comput. Surv., 2025)

Physics-Grounded Motion Forecasting via Equation Discovery for Trajectory-Guided Image-to-Video Generation. - Tao Feng 013; Xianbing Zhao; Zhenhua Chen; Tien Tsin Wong; Hamid Rezatofighi; Gholamreza Haffari; Lizhen Qu (CoRR, 2025)