Coreference in Wikipedia: Main Concept Resolution. - Abbas Ghaddar; Philippe Langlais (CoNLL, 2016)

WikiCoref: An English Coreference-annotated Corpus of Wikipedia Articles. - Abbas Ghaddar; Philippe Langlais (LREC, 2016)

WiNER: A Wikipedia Annotated Corpus for Named Entity Recognition. - Abbas Ghaddar; Philippe Langlais (IJCNLP(1), 2017)

Robust Lexical Features for Improved Neural Network Named-Entity Recognition. - Abbas Ghaddar; Philippe Langlais (COLING, 2018)

Transforming Wikipedia into a Large-Scale Fine-Grained Entity Type Corpus. - Abbas Ghaddar; Philippe Langlais (LREC, 2018)

Contextualized Word Representations from Distant Supervision with and for NER. - Abbas Ghaddar; Philippe Langlais (W-NUT@EMNLP, 2019)

SEDAR: a Large Scale French-English Financial Domain Parallel Corpus. - Abbas Ghaddar; Philippe Langlais (LREC, 2020)

End-to-End Self-Debiasing Framework for Robust NLU Training. - Abbas Ghaddar; Philippe Langlais; Mehdi Rezagholizadeh; Ahmad Rashid (ACL/IJCNLP (Findings), 2021)

Knowledge Distillation with Noisy Labels for Natural Language Understanding. - Shivendra Bhardwaj; Abbas Ghaddar; Ahmad Rashid; Khalil Bibi; Chengyang Li; Ali Ghodsi 001; Philippe Langlais; Mehdi Rezagholizadeh (W-NUT, 2021)

RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation. - Peng Lu; Abbas Ghaddar; Ahmad Rashid; Mehdi Rezagholizadeh; Ali Ghodsi 001; Philippe Langlais (EMNLP (Findings), 2021)

Towards Zero-Shot Knowledge Distillation for Natural Language Processing. - Ahmad Rashid; Vasileios Lioutas; Abbas Ghaddar; Mehdi Rezagholizadeh (EMNLP (1), 2021)

Universal-KD: Attention-based Output-Grounded Intermediate Layer Knowledge Distillation. - Yimeng Wu; Mehdi Rezagholizadeh; Abbas Ghaddar; Md. Akmal Haidar; Ali Ghodsi 001 (EMNLP (1), 2021)

NATURE: Natural Auxiliary Text Utterances for Realistic Spoken Language Evaluation. - David Alfonso-Hermelo; Ahmad Rashid; Abbas Ghaddar; Philippe Langlais; Mehdi Rezagholizadeh (NeurIPS Datasets and Benchmarks, 2021)

JABER: Junior Arabic BERt. - Abbas Ghaddar; Yimeng Wu; Ahmad Rashid; Khalil Bibi; Mehdi Rezagholizadeh; Chao Xing; Yasheng Wang; Duan Xinyu; Zhefeng Wang 001; Baoxing Huai; Xin Jiang 002; Qun Liu 001; et al. (CoRR, 2021)

Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition. - Abbas Ghaddar; Philippe Langlais; Ahmad Rashid; Mehdi Rezagholizadeh (Trans. Assoc. Comput. Linguistics, 2021)

CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation. - Md. Akmal Haidar; Mehdi Rezagholizadeh; Abbas Ghaddar; Khalil Bibi; Philippe Langlais; Pascal Poupart (COLING, 2022)

Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing. - Abbas Ghaddar; Yimeng Wu; Sunyam Bagga; Ahmad Rashid; Khalil Bibi; Mehdi Rezagholizadeh; Chao Xing; Yasheng Wang; Xinyu Duan; Zhefeng Wang 001; Baoxing Huai; Xin Jiang 002; et al. (EMNLP, 2022)

RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation. - Md. Akmal Haidar; Nithin Anchuri; Mehdi Rezagholizadeh; Abbas Ghaddar; Philippe Langlais; Pascal Poupart (NAACL-HLT (Findings), 2022)

Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Understanding. - Abbas Ghaddar; Yimeng Wu; Sunyam Bagga; Ahmad Rashid; Khalil Bibi; Mehdi Rezagholizadeh; Chao Xing; Yasheng Wang; Duan Xinyu; Zhefeng Wang 001; Baoxing Huai; Xin Jiang 002; et al. (CoRR, 2022)

Inferring a spatial code of cell-cell interactions across a whole animal body. - Erick Armingol; Abbas Ghaddar; Chintan J. Joshi; Hratch Baghdassarian; Isaac Shamie; Jason Chan; Hsuan-Lin Her; Samuel Berhanu; Anushka Dar; Fabiola Rodriguez-Armstrong; Olivia Yang; Eyleen J. O'Rourke; et al. (PLoS Comput. Biol., 2022)

AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing. - Asaad Alghamdi; Xinyu Duan; Wei Jiang; Zhenhai Wang; Yimeng Wu; Qingrong Xia; Zhefeng Wang 001; Yi Zheng; Mehdi Rezagholizadeh; Baoxing Huai; Peilun Cheng; Abbas Ghaddar (ACL (Findings), 2023)

On the utility of enhancing BERT syntactic bias with Token Reordering Pretraining. - Yassir El Mesbahi; Atif Mahmud; Abbas Ghaddar; Mehdi Rezagholizadeh; Philippe Langlais; Prasanna Parthasarathi (CoNLL, 2023)

OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection. - Chenyang Huang 001; Abbas Ghaddar; Ivan Kobyzev; Mehdi Rezagholizadeh; Osmar Zaïane; Boxing Chen (ACL (Findings), 2024)

EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems. - Mohammad Dehghan; Mohammad Ali Alomrani; Sunyam Bagga; David Alfonso-Hermelo; Khalil Bibi; Abbas Ghaddar; Yingxue Zhang 001; Xiaoguang Li; Jianye Hao; Qun Liu 001; Jimmy Lin; Boxing Chen; et al. (ACL (1), 2024)

CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems. - Abbas Ghaddar; David Alfonso-Hermelo; Philippe Langlais; Mehdi Rezagholizadeh; Boxing Chen; Prasanna Parthasarathi (ACL (Findings), 2024)

CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search. - Fengran Mo; Abbas Ghaddar; Kelong Mao; Mehdi Rezagholizadeh; Boxing Chen; Qun Liu 001; Jian-Yun Nie (EMNLP, 2024)

On the importance of Data Scale in Pretraining Arabic Language Models. - Abbas Ghaddar; Philippe Langlais; Mehdi Rezagholizadeh; Boxing Chen (CoRR, 2024)

Enhancing Logical Reasoning in Large Language Models through Graph-based Synthetic Data. - Jiaming Zhou; Abbas Ghaddar; Ge Zhang; Liheng Ma; Yaochen Hu 001; Soumyasundar Pal; Mark Coates; Bin Wang 034; Yingxue Zhang 001; Jianye Hao (CoRR, 2024)

CHARPEVAL: Benchmarking Large Language Models' Contextual Reasoning in Knowledge-Grounded Dialogue. - Abbas Ghaddar; David Alfonso-Hermelo; Philippe Langlais; Boxing Chen; Prasanna Parthasarathi (ACL (Findings), 2025)

Omni-Thinker: Scaling Cross-Domain Generalization in LLMs via Multi-Task RL with Hybrid Rewards. - Derek Li; Jiaming Zhou; Amirreza Kazemi; Qianyi Sun; Abbas Ghaddar; Mohammad Ali Alomrani; Liheng Ma; Yu Luo; Dong Li 016; Feng Wen; Jianye Hao; Mark Coates; et al. (CoRR, 2025)