Nam Le Hai

22 papers A* 2Journal 10Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Do Not Treat Code as Natural Language: Implications for Repository-Level Code Generation and Beyond.
CoRR
Minh Le-Anh, Huyen Nguyen, Khanh An Tran, Nam Le Hai, Linh Ngo Van, Nghi D. Q. Bui, Bach Le
2025 J jnl
CoT2Align: Cross-Chain of Thought Distillation via Optimal Transport Alignment for Language Models with Different Tokenizers.
CoRR
Anh Duc Le, Tu Vu, Nam Le Hai, Nguyen Thi Ngoc Diep, Linh Ngo Van, Trung Le, Thien Huu Nguyen
2025 A* conf
CodeMMLU: A Multi-Task Benchmark for Assessing Code Understanding & Reasoning Capabilities of CodeLLMs.
ICLR
Dung Manh Nguyen, Thang Chau Phan, Nam Le Hai, Tien-Thong Doan, Nam V. Nguyen, Quang Pham, Nghi D. Q. Bui
2025 — conf
Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction.
NAACL (Long Papers)
Anh Duc Le, Nam Le Hai, Thanh Xuan Nguyen, Linh Ngo Van, Nguyen Thi Ngoc Diep, Sang Dinh, Thien Huu Nguyen
2025 — conf
Improving Vietnamese-English Cross-Lingual Retrieval for Legal and General Domains.
NAACL (Short Papers)
Toan Ngoc Nguyen, Nam Le Hai, Nguyen Doan Hieu, Dai An Nguyen, Linh Ngo Van, Thien Huu Nguyen, Sang Dinh
2025 — conf
MaGiX: A Multi-Granular Adaptive Graph Intelligence Framework for Enhancing Cross-Lingual RAG.
EMNLP (Findings)
Nguyen Manh Hieu, Vu Lam Anh, Hung Pham Van, Nam Le Hai, Ngo Van Linh, Nguyen Thi Ngoc Diep, Thien Huu Nguyen
2025 — conf
Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction.
ACL (1)
Thanh Duc Pham, Nam Le Hai, Linh Ngo Van, Nguyen Thi Ngoc Diep, Sang Dinh, Thien Huu Nguyen
2025 — conf
On the Impacts of Contexts on Repository-Level Code Generation.
NAACL (Findings)
Nam Le Hai, Dung Manh Nguyen, Nghi D. Q. Bui
2024 J jnl
CodeMMLU: A Multi-Task Benchmark for Assessing Code Understanding Capabilities of CodeLLMs.
CoRR
Dung Nguyen Manh, Thang Phan Chau, Nam Le Hai, Thong T. Doan, Nam V. Nguyen, Quang Pham, Nghi D. Q. Bui
2024 J jnl
Continual variational dropout: a view of auxiliary local variables in continual learning.
Mach. Learn.
Nam Le Hai, Trang Nguyen, Ngo Van Linh, Thien Huu Nguyen, Khoat Than
2024 — conf
Dopamin: Transformer-based Comment Classifiers through Domain Post-Training and Multi-level Layer Aggregation.
NLBSE@ICSE
Nam Le Hai, Nghi D. Q. Bui
2024 J jnl
Dopamin: Transformer-based Comment Classifiers through Domain Post-Training and Multi-level Layer Aggregation.
CoRR
Nam Le Hai, Nghi D. Q. Bui
2024 J jnl
Improving the detection of technical debt in Java source code with an enriched dataset.
CoRR
Nam Le Hai, Anh M. T. Bui, Phuong T. Nguyen, Davide Di Ruscio, Rick Kazman
2024 A* conf
Preserving Generalization of Language models in Few-shot Continual Relation Extraction.
EMNLP
Quyen Tran, Nguyen Xuan Thanh, Nguyen Hoang Anh, Nam Le Hai, Trung Le, Linh Van Ngo, Thien Huu Nguyen
2024 J jnl
Preserving Generalization of Language models in Few-shot Continual Relation Extraction.
CoRR
Quyen Tran, Nguyen Xuan Thanh, Nguyen Hoang Anh, Nam Le Hai, Trung Le, Linh Ngo Van, Thien Huu Nguyen
2024 J jnl
REPOEXEC: Evaluate Code Generation with a Repository-Level Executable Benchmark.
CoRR
Nam Le Hai, Dung Manh Nguyen, Nghi D. Q. Bui
2023 — conf
CoSPLADE : Adaptation d'un Modèle Neuronal Basé sur des Représentations Parcimonieuses pour la Recherche d'Information Conversationnelle.
CORIA-TALN
Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarksi, Laure Soulier
2023 — conf
CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval.
ECIR (1)
Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
2023 J jnl
CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval.
CoRR
Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
2023 J jnl
The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation.
CoRR
Dung Nguyen Manh, Nam Le Hai, Anh T. V. Dau, Anh Minh Nguyen, Khanh Nghiem, Jin Guo, Nghi D. Q. Bui
2022 — conf
Auxiliary Local Variables for Improving Regularization/Prior Approach in Continual Learning.
PAKDD (1)
Ngo Van Linh, Nam Le Hai, Hoang Pham, Khoat Than
2022 — conf
MLIA-DAC@TREC CAsT 2022: Sparse Contextualized Query Embedding.
TREC
Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier