Automatic construction of English-Chinese translation lexicon from parallel spoken language corpus. - Boxing Chen; Limin Du (ISCSLP, 2002)

Automatic extraction of bilingual chunk lexicon for spoken language translation. - Limin Du; Boxing Chen (INTERSPEECH, 2003)

Preparatory Work on Automatic Extraction of Bilingual Multi-Word Units from Parallel Corpora. - Boxing Chen; Limin Du (Int. J. Comput. Linguistics Chin. Lang. Process., 2003)

Combining clues for lexical level aligning using the Null hypothesis approach. - Olivier Kraif; Boxing Chen (COLING, 2004)

Using a Word Sense Disambiguation system for translation disambiguation: the LIA-LIDILEM team experiment. - Grégoire Moreau de Montcheuil; Marc El-Bèze; Boxing Chen; Olivier Kraif (SENSEVAL@ACL, 2004)

The ITC-irst SMT system for IWSLT-2005. - Boxing Chen; Roldano Cattoni; Nicola Bertoldi; Mauro Cettolo; Marcello Federico (IWSLT, 2005)

Contextes multilingues alignés pour la désambiguïsation sémantique : une étude expérimentale. - Boxing Chen; Meriam Haddara; Olivier Kraif; Grégoire Moreau de Montcheuil; Marc El-Bèze (TALN (Articles courts), 2005)

Research of the Access and Integration of Grid Database. - Xiufen Fu; Haishui Xu; Wenguo Hou; Yansheng Lu; Boxing Chen (CSCWD, 2006)

A Web-based Demonstrator of a Multi-lingual Phrase-based Translation System. - Roldano Cattoni; Nicola Bertoldi; Mauro Cettolo; Boxing Chen; Marcello Federico (EACL, 2006)

Improving Phrase-Based Statistical Translation Through Combination of Word Alignments. - Boxing Chen; Marcello Federico (FinTAL, 2006)

The ITC-irst SMT system for IWSLT 2006. - Boxing Chen; Roldano Cattoni; Nicola Bertoldi; Mauro Cettolo; Marcello Federico (IWSLT, 2006)

Reordering rules for phrase-based statistical machine translation. - Boxing Chen; Mauro Cettolo; Marcello Federico (IWSLT, 2006)

Research on CSCW-Based Workflow Management System Application. - Xiufen Fu; Junfeng Hu; Shaohua Teng; Boxing Chen; Changyao Chen (CSCWD, 2007)

Research and Implementation on CSCW-Based Workflow Management System. - Xiufen Fu; Junfeng Hu; Shaohua Teng; Boxing Chen; Yansheng Lu (CSCWD (Selected Papers), 2007)

The IRST English-Spanish translation system for european parliament speeches. - Daniele Falavigna; Nicola Bertoldi; Fabio Brugnara; Roldano Cattoni; Mauro Cettolo; Boxing Chen; Marcello Federico; Diego Giuliani; Roberto Gretter; Deepa Gupta; Dino Seppi (INTERSPEECH, 2007)

I2r Chinese-English translation system for IWSLT 2007. - Boxing Chen; Jun Sun 024; Hongfei Jiang; Min Zhang 005; Ai Ti Aw (IWSLT, 2007)

Better n-best translations through generative n-gram language models. - Boxing Chen; Marcello Federico; Mauro Cettolo (MTSummit, 2007)

Exploiting N-best Hypotheses for SMT Self-Enhancement. - Boxing Chen; Min Zhang 005; AiTi Aw; Haizhou Li 001 (ACL (2), 2008)

Regenerating Hypotheses for Statistical Machine Translation. - Boxing Chen; Min Zhang 005; AiTi Aw; Haizhou Li 001 (COLING, 2008)

I2r multi-pass machine translation system for IWSLT 2008. - Boxing Chen; Deyi Xiong; Min Zhang 005; AiTi Aw; Haizhou Li 001 (IWSLT, 2008)

The TALP&I2r SMT systems for IWSLT 2008. - Maxim Khalilov; Marta R. Costa-jussà; Carlos A. Henríquez Q.; José A. R. Fonollosa; Adolfo Hernández; José B. Mariño; Rafael E. Banchs; Boxing Chen; Min Zhang 005; AiTi Aw; Haizhou Li 001 (IWSLT, 2008)

A Comparative Study of Hypothesis Alignment and its Improvement for Machine Translation System Combination. - Boxing Chen; Min Zhang 005; Haizhou Li 001; AiTi Aw (ACL/IJCNLP, 2009)

Phrase Translation Model Enhanced with Association based Features. - Boxing Chen; George F. Foster; Roland Kuhn 001 (MTSummit, 2009)

Two-Stage Hypotheses Generation for Spoken Language Translation. - Boxing Chen; Min Zhang 005; AiTi Aw (ACM Trans. Asian Lang. Inf. Process., 2009)

Bilingual Sense Similarity for Statistical Machine Translation. - Boxing Chen; George F. Foster; Roland Kuhn 001 (ACL, 2010)

Phrase Clustering for Smoothing TM Probabilities - or, How to Extract Paraphrases from Phrase Tables. - Roland Kuhn 001; Boxing Chen; George F. Foster; Evan Stratford (COLING, 2010)

Fast Consensus Hypothesis Regeneration for Machine Translation. - Boxing Chen; George F. Foster; Roland Kuhn 001 (WMT@ACL, 2010)

Lessons from NRC's Portage System at WMT 2010. - Samuel Larkin; Boxing Chen; George F. Foster; Ulrich Germann; Eric Joanis; Howard Johnson; Roland Kuhn 001 (WMT@ACL, 2010)

Semantic smoothing and fabrication of phrase pairs for SMT. - Boxing Chen; Roland Kuhn 001; George F. Foster (IWSLT, 2011)

Unpacking and Transforming Feature Functions: New Ways to Smooth Phrase Tables. - Boxing Chen; Roland Kuhn 001; George F. Foster; Howard Johnson (MTSummit, 2011)

AMBER: A Modified BLEU, Enhanced Ranking Metric. - Boxing Chen; Roland Kuhn 001 (WMT@EMNLP, 2011)

PORT: a Precision-Order-Recall MT Evaluation Metric for Tuning. - Boxing Chen; Roland Kuhn 001; Samuel Larkin (ACL (1), 2012)

Improving AMBER, an MT Evaluation Metric. - Boxing Chen; Roland Kuhn 001; George F. Foster (WMT@NAACL-HLT, 2012)

Vector Space Model for Adaptation in Statistical Machine Translation. - Boxing Chen; Roland Kuhn 001; George F. Foster (ACL (1), 2013)

Simulating Discriminative Training for Linear Mixture Adaptation in Statistical Machine Translation. - George F. Foster; Boxing Chen; Roland Kuhn 001 (MTSummit, 2013)

Adaptation of Reordering Models for Statistical Machine Translation. - Boxing Chen; George F. Foster; Roland Kuhn 001 (HLT-NAACL, 2013)

A comparison of mixture and vector space techniques for translation model adaptation. - Boxing Chen; Roland Kuhn 001; George F. Foster (AMTA, 2014)

Bilingual Sentiment Consistency for Statistical Machine Translation. - Boxing Chen; Xiaodan Zhu 001 (EACL, 2014)

A Systematic Comparison of Smoothing Techniques for Sentence-Level BLEU. - Boxing Chen; Colin Cherry (WMT@ACL, 2014)

Representation Based Translation Evaluation Metrics. - Boxing Chen; Hongyu Guo (ACL (2), 2015)

Multi-level Evaluation for Machine Translation. - Boxing Chen; Hongyu Guo; Roland Kuhn 001 (WMT@EMNLP, 2015)

Bilingual Methods for Adaptive Training Data Selection for Machine Translation. - Boxing Chen; Roland Kuhn 001; George F. Foster; Colin Cherry; Fei Huang 002 (AMTA (1), 2016)

Semi-supervised Convolutional Networks for Translation Adaptation with Tiny Amount of In-domain Data. - Boxing Chen; Fei Huang 002 (CoNLL, 2016)

Cost Weighting for Neural Machine Translation Domain Adaptation. - Boxing Chen; Colin Cherry; George F. Foster; Samuel Larkin (NMT@ACL, 2017)

NRC Machine Translation System for WMT 2017. - Chi-kiu Lo; Boxing Chen; Colin Cherry; George F. Foster; Samuel Larkin; Darlene A. Stewart; Roland Kuhn 001 (WMT, 2017)

Alibaba Speech Translation Systems for IWSLT 2018. - Nguyen Bach; Hongjie Chen 001; Kai Fan 002; Cheung-Chi Leung; Bo Li 121; Chongjia Ni; Rong Tong; Pei Zhang 011; Boxing Chen; Bin Ma 001; Fei Huang 002 (IWSLT, 2018)

Alibaba's Neural Machine Translation Systems for WMT18. - Yongchao Deng; Shanbo Cheng; Jun Lu; Kai Song; Jingang Wang; Shenglan Wu; Liang Yao; Guchun Zhang; Haibo Zhang 013; Pei Zhang 011; Changfeng Zhu; Boxing Chen (WMT (shared task), 2018)

Alibaba Submission to the WMT18 Parallel Corpus Filtering Task. - Jun Lu; Xiaoyu Lv; Yangbin Shi; Boxing Chen (WMT (shared task), 2018)

Alibaba Submission for WMT18 Quality Estimation Task. - Jiayi Wang; Kai Fan 002; Bo Li 121; Fengming Zhou; Boxing Chen; Yangbin Shi; Luo Si (WMT (shared task), 2018)

"Bilingual Expert" Can Find Translation Errors. - Kai Fan 002; Jiayi Wang; Bo Li 121; Fengming Zhou; Boxing Chen; Luo Si (AAAI, 2019)

Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention. - Xiangyu Duan; Mingming Yin; Min Zhang 005; Boxing Chen; Weihua Luo (ACL (1), 2019)

Lattice Transformer for Speech Translation. - Pei Zhang 011; Niyu Ge; Boxing Chen; Kai Fan 002 (ACL (1), 2019)

SPMM: A Soft Piecewise Mapping Model for Bilingual Lexicon Induction. - Yan Fan; Chengyu Wang 001; Boxing Chen; Zhongkai Hu; Xiaofeng He (SDM, 2019)

Neural Zero-Inflated Quality Estimation Model For Automatic Speech Recognition System. - Kai Fan 002; Jiayi Wang; Bo Li 121; Boxing Chen; Niyu Ge (CoRR, 2019)

Cross-Lingual Pre-Training Based Transfer for Zero-Shot Neural Machine Translation. - Baijun Ji; Zhirui Zhang; Xiangyu Duan; Min Zhang 005; Boxing Chen; Weihua Luo (AAAI, 2020)

Visual Agreement Regularized Training for Multi-Modal Machine Translation. - Pengcheng Yang; Boxing Chen; Pei Zhang 011; Xu Sun 001 (AAAI, 2020)

Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences. - Xiangyu Duan; Baijun Ji; Hao Jia; Min Tan; Min Zhang 005; Boxing Chen; Weihua Luo; Yue Zhang 004 (ACL, 2020)

Domain Transfer based Data Augmentation for Neural Query Translation. - Liang Yao; Baosong Yang; Haibo Zhang 013; Boxing Chen; Weihua Luo (COLING, 2020)

Self-Paced Learning for Neural Machine Translation. - Yu Wan 004; Baosong Yang; Derek F. Wong; Yikai Zhou; Lidia S. Chao; Haibo Zhang 013; Boxing Chen (EMNLP (1), 2020)

Iterative Domain-Repaired Back-Translation. - Hao-Ran Wei; Zhirui Zhang; Boxing Chen; Weihua Luo (EMNLP (1), 2020)

Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation. - Pei Zhang 011; Boxing Chen; Niyu Ge; Kai Fan 002 (EMNLP (1), 2020)

Neural Zero-Inflated Quality Estimation Model for Automatic Speech Recognition System. - Kai Fan 002; Bo Li 121; Jiayi Wang; Shiliang Zhang; Boxing Chen; Niyu Ge; Zhijie Yan (INTERSPEECH, 2020)

Incorporating BERT into Parallel Sequence Decoding with Adapters. - Junliang Guo; Zhirui Zhang; Linli Xu; Hao-Ran Wei; Boxing Chen; Enhong Chen (NeurIPS, 2020)

Constraint Translation Candidates: A Bridge between Neural Query Translation and Cross-lingual Information Retrieval. - Tianchi Bi; Liang Yao; Baosong Yang; Haibo Zhang 013; Weihua Luo; Boxing Chen (CoRR, 2020)

Exploiting Neural Query Translation into Cross Lingual Information Retrieval. - Liang Yao; Baosong Yang; Haibo Zhang 013; Weihua Luo; Boxing Chen (CoRR, 2020)

G-Transformer for Document-Level Machine Translation. - Guangsheng Bao; Yue Zhang 004; Zhiyang Teng; Boxing Chen; Weihua Luo (ACL/IJCNLP (1), 2021)

Manifold Adversarial Augmentation for Neural Machine Translation. - Guandan Chen; Kai Fan 002; Kaibo Zhang; Boxing Chen; Zhongqiang Huang (ACL/IJCNLP (Findings), 2021)

Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-training. - Linqing Chen; Junhui Li; Zhengxian Gong; Boxing Chen; Weihua Luo; Min Zhang 005; Guodong Zhou (ACL/IJCNLP (1), 2021)

Adaptive Nearest Neighbor Machine Translation. - Xin Zheng; Zhirui Zhang; Junliang Guo; Shujian Huang; Boxing Chen; Weihua Luo; Jiajun Chen 001 (ACL/IJCNLP (2), 2021)

Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables. - Weizhi Wang; Zhirui Zhang; Yichao Du; Boxing Chen; Jun Xie; Weihua Luo (EMNLP (Findings), 2021)

Mutual-Learning Improves End-to-End Speech Translation. - Jiawei Zhao; Wei Luo; Boxing Chen; Andrew Gilman (EMNLP (1), 2021)

Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation. - Xin Zheng; Zhirui Zhang; Shujian Huang; Boxing Chen; Jun Xie; Weihua Luo; Jiajun Chen 001 (EMNLP (Findings), 2021)

Improving Context-Aware Neural Machine Translation with Source-side Monolingual Documents. - Linqing Chen; Junhui Li; Zhengxian Gong; Xiangyu Duan; Boxing Chen; Weihua Luo; Min Zhang 005; Guodong Zhou (IJCAI, 2021)

Automatically Paraphrasing via Sentence Reconstruction and Round-trip Translation. - Zilu Guo; Zhongqiang Huang; Kenny Q. Zhu; Guandan Chen; Kaibo Zhang; Boxing Chen; Fei Huang 002 (IJCAI, 2021)

Domain-Aware Self-Attention for Multi-Domain Neural Machine Translation. - Shiqi Zhang 007; Yan Liu; Deyi Xiong; Pei Zhang 011; Boxing Chen (Interspeech, 2021)

Continual Learning for Neural Machine Translation. - Yue Cao 006; Hao-Ran Wei; Boxing Chen; Xiaojun Wan 001 (NAACL-HLT, 2021)

Context-Interactive Pre-Training for Document Machine Translation. - Pengcheng Yang; Pei Zhang 011; Boxing Chen; Jun Xie; Weihua Luo (NAACL-HLT, 2021)

Sentence-State LSTMs For Sequence-to-Sequence Learning. - Xuefeng Bai 001; Yafu Li; Zhirui Zhang; Mingzhou Xu; Boxing Chen; Weihua Luo; Derek F. Wong; Yue Zhang 004 (NLPCC (1), 2021)

RoBLEURT Submission for WMT2021 Metrics Task. - Yu Wan 004; Dayiheng Liu; Baosong Yang; Tianchi Bi; Haibo Zhang 013; Boxing Chen; Weihua Luo; Derek F. Wong; Lidia S. Chao (WMT@EMNLP, 2021)

TermMind: Alibaba's WMT21 Machine Translation Using Terminologies Task Submission. - Ke Wang; Shuqin Gu; Boxing Chen; Yu Zhao; Weihua Luo; Yuqi Zhang (WMT@EMNLP, 2021)

QEMind: Alibaba's Submission to the WMT21 Quality Estimation Shared Task. - Jiayi Wang; Ke Wang; Boxing Chen; Yu Zhao; Weihua Luo; Yuqi Zhang (WMT@EMNLP, 2021)

Towards Variable-Length Textual Adversarial Attacks. - Junliang Guo; Zhirui Zhang; Linlin Zhang; Linli Xu; Boxing Chen; Enhong Chen; Weihua Luo (CoRR, 2021)

Bridging the Gap: Cross-Lingual Summarization with Compression Rate. - Yu Bai 018; Heyan Huang; Kai Fan 002; Yang Gao 016; Zewen Chi; Boxing Chen (CoRR, 2021)

Adaptive Adapters: An Efficient Way to Incorporate BERT Into Neural Machine Translation. - Junliang Guo; Zhirui Zhang; Linli Xu; Boxing Chen; Enhong Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement. - Yichao Du; Zhirui Zhang; Weizhi Wang; Boxing Chen; Jun Xie; Tong Xu 001 (AAAI, 2022)

GCPG: A General Framework for Controllable Paraphrase Generation. - Kexin Yang 002; Dayiheng Liu; Wenqiang Lei; Baosong Yang; Haibo Zhang 013; Xue Zhao; Wenqing Yao; Boxing Chen (ACL (Findings), 2022)

UniTE: Unified Translation Evaluation. - Yu Wan 004; Dayiheng Liu; Baosong Yang; Haibo Zhang 013; Boxing Chen; Derek F. Wong; Lidia S. Chao (ACL (1), 2022)

Attention Mechanism with Energy-Friendly Operations. - Yu Wan 004; Baosong Yang; Dayiheng Liu; Rong Xiao 001; Derek F. Wong; Haibo Zhang 013; Boxing Chen; Lidia S. Chao (ACL (Findings), 2022)

Efficient Cluster-Based k-Nearest-Neighbor Machine Translation. - Dexin Wang; Kai Fan 002; Boxing Chen; Deyi Xiong (ACL (1), 2022)

PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization. - Xiaochen Liu; Yang Gao 016; Yu Bai 018; Jiawei Li; Yinan Hu; Heyan Huang; Boxing Chen (COLING, 2022)

Non-Parametric Domain Adaptation for End-to-End Speech Translation. - Yichao Du; Weizhi Wang; Zhirui Zhang; Boxing Chen; Tong Xu 001; Jun Xie; Enhong Chen (EMNLP, 2022)

Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation. - Chen Wang; Yuchen Liu 007; Boxing Chen; Jiajun Zhang 001; Wei Luo; Zhongqiang Huang; Chengqing Zong (EMNLP, 2022)

Context-Adaptive Document-Level Neural Machine Translation. - Linlin Zhang; Zhirui Zhang; Boxing Chen; Weihua Luo; Luo Si (ICASSP, 2022)

Unifying Cross-lingual Summarization and Machine Translation with Compression Rate. - Yu Bai 018; Heyan Huang; Kai Fan 002; Yang Gao 016; Yiming Zhu; Jiaao Zhan; Zewen Chi; Boxing Chen (SIGIR, 2022)

Task-Oriented Dialogue System as Natural Language Generation. - Weizhi Wang; Zhirui Zhang; Junliang Guo; Yinpei Dai; Boxing Chen; Weihua Luo (SIGIR, 2022)

Challenges of Neural Machine Translation for Short Texts. - Yu Wan 004; Baosong Yang; Derek Fai Wong; Lidia S. Chao; Liang Yao; Haibo Zhang 013; Boxing Chen (Comput. Linguistics, 2022)

Non-autoregressive Translation with Dependency-Aware Decoder. - Jiaao Zhan; Qian Chen 003; Boxing Chen; Wen Wang 001; Yu Bai 018; Yang Gao 016 (CoRR, 2022)

Efficient Cluster-Based k-Nearest-Neighbor Machine Translation. - Dexin Wang; Kai Fan 002; Boxing Chen; Deyi Xiong (CoRR, 2022)

Tailor: A Prompt-Based Approach to Attribute-Based Controlled Text Generation. - Kexin Yang 002; Dayiheng Liu; Wenqiang Lei; Baosong Yang; Mingfeng Xue; Boxing Chen; Jun Xie (CoRR, 2022)

Tailor: A Soft-Prompt-Based Approach to Attribute-Based Controlled Text Generation. - Kexin Yang 002; Dayiheng Liu; Wenqiang Lei; Baosong Yang; Mingfeng Xue; Boxing Chen; Jun Xie (ACL (1), 2023)

A Simple Concatenation can Effectively Improve Speech Translation. - Linlin Zhang; Kai Fan 002; Boxing Chen; Luo Si (ACL (2), 2023)

Translate the Beauty in Songs: Jointly Learning to Align Melody and Translate Lyrics. - Chengxi Li 002; Kai Fan 002; Jiajun Bu; Boxing Chen; Zhongqiang Huang; Zhi Yu (EMNLP (Findings), 2023)

Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference. - Biao Fu; Minpeng Liao; Kai Fan 002; Zhongqiang Huang; Boxing Chen; Yidong Chen 001; Xiaodong Shi (EMNLP, 2023)

Towards Zero-shot Learning for End-to-end Cross-modal Translation Models. - Jichen Yang; Kai Fan 002; Minpeng Liao; Boxing Chen; Zhongqiang Huang (EMNLP (Findings), 2023)

CIRAL at FIRE 2023: Cross-Lingual Information Retrieval for African Languages. - Mofetoluwa Adeyemi; Akintunde Oladipo; Xinyu Zhang 018; David Alfonso-Hermelo; Mehdi Rezagholizadeh; Boxing Chen; Jimmy Lin (FIRE, 2023)

Overview of the CIRAL Track at FIRE 2023: Cross-lingual Information Retrieval for African Languages. - Mofetoluwa Adeyemi; Akintunde Oladipo; Xinyu Crystina Zhang; David Alfonso-Hermelo; Mehdi Rezagholizadeh; Boxing Chen; Jimmy Lin (FIRE (Working Notes), 2023)

Ternary Data, Triangle Decoding, Three Tasks, a Multitask Learning Speech Translation Model. - Linlin Zhang; Boxing Chen; Shaolin Zhu; Luo Si (ICANN (3), 2023)

Robustdistiller: Compressing Universal Speech Representations for Enhanced Environment Robustness. - Heitor R. Guimarães; Arthur Pimentel; Anderson R. Avila; Mehdi Rezagholizadeh; Boxing Chen; Tiago H. Falk (ICASSP, 2023)

One Adapter for All Programming Languages? Adapter Tuning for Code Search and Summarization. - Deze Wang; Boxing Chen; Shanshan Li 001; Wei Luo; Shaoliang Peng; Wei Dong 006; Xiangke Liao (ICSE, 2023)

DePA: Improving Non-autoregressive Translation with Dependency-Aware Decoder. - Jiaao Zhan; Qian Chen 003; Boxing Chen; Wen Wang 001; Yu Bai 018; Yang Gao 016 (IWSLT@ACL, 2023)

Mathematical Challenges in Deep Learning. - Vahid Partovi Nia; Guojun Zhang; Ivan Kobyzev; Michael R. Metel; Xinlin Li; Ke Sun 013; Sobhan Hemati; Masoud Asgharian; Linglong Kong; Wulong Liu; Boxing Chen (CoRR, 2023)

On the Transferability of Whisper-based Representations for "In-the-Wild" Cross-Task Downstream Speech Applications. - Vamsikrishna Chemudupati; Marzieh S. Tahaei; Heitor R. Guimarães; Arthur Pimentel; Anderson R. Avila; Mehdi Rezagholizadeh; Boxing Chen; Tiago H. Falk (CoRR, 2023)

SortedNet, a Place for Every Network and Every Network in its Place: Towards a Generalized Solution for Training Many-in-One Neural Networks. - Mojtaba Valipour; Mehdi Rezagholizadeh; Hossein Rajabzadeh; Marzieh S. Tahaei; Boxing Chen; Ali Ghodsi 001 (CoRR, 2023)

Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference Using Sorted Fine-Tuning (SoFT). - Parsa Kavehzadeh; Mojtaba Valipour; Marzieh S. Tahaei; Ali Ghodsi 001; Boxing Chen; Mehdi Rezagholizadeh (CoRR, 2023)

NoMIRACL: Knowing When You Don't Know for Robust Multilingual Retrieval-Augmented Generation. - Nandan Thakur; Luiz Bonifacio; Xinyu Zhang 018; Odunayo Ogundepo; Ehsan Kamalloo; David Alfonso-Hermelo; Xiaoguang Li; Qun Liu 001; Boxing Chen; Mehdi Rezagholizadeh; Jimmy Lin (CoRR, 2023)

Towards Energy-Preserving Natural Language Understanding With Spiking Neural Networks. - Rong Xiao 001; Yu Wan 004; Baosong Yang; Haibo Zhang 013; Huajin Tang; Derek F. Wong; Boxing Chen (IEEE ACM Trans. Audio Speech Lang. Process., 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)

Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference. - Parsa Kavehzadeh; Mojtaba Valipour; Marzieh S. Tahaei; Ali Ghodsi 001; Boxing Chen; Mehdi Rezagholizadeh (EACL (Findings), 2024)

Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation. - Yuan Ge 001; Yilun Liu 001; Chi Hu; Weibin Meng; Shimin Tao; Xiaofeng Zhao; Mahong Xia; Zhang Li; Boxing Chen; Hao Yang 006; Bei Li; Tong Xiao; et al. (EMNLP, 2024)

Draft on the Fly: Adaptive Self-Speculative Decoding using Cosine Similarity. - Michael R. Metel; Peng Lu; Boxing Chen; Mehdi Rezagholizadeh; Ivan Kobyzev (EMNLP (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)

QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning. - Hossein Rajabzadeh; Mojtaba Valipour; Tianshu Zhu; Marzieh S. Tahaei; Hyock Ju Kwon; Ali Ghodsi 001; Boxing Chen; Mehdi Rezagholizadeh (EMNLP (Industry Track), 2024)

"Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation. - Nandan Thakur; Luiz Bonifacio; Xinyu Zhang 018; Odunayo Ogundepo; Ehsan Kamalloo; David Alfonso-Hermelo; Xiaoguang Li; Qun Liu 001; Boxing Chen; Mehdi Rezagholizadeh; Jimmy Lin (EMNLP (Findings), 2024)

EchoAtt: Attend, Copy, then Adjust for More Efficient Large Language Models. - Hossein Rajabzadeh; Aref Jafari; Aman Sharma; Benyamin Jami 001; Hyock Ju Kwon; Ali Ghodsi 001; Boxing Chen; Mehdi Rezagholizadeh (ENLSP, 2024)

Partially Shared Query-Key for Lightweight Language Models. - Kai Yang; Vahid Partovi Nia; Boxing Chen; Masoud Asgharian (ENLSP, 2024)

Mitigating Outlier Activations in Low-Precision Fine-Tuning of Language Models. - Alireza Ghaffari; Justin Yu; Mahsa Ghazvini Nejad; Masoud Asgharian; Boxing Chen; Vahid Partovi Nia (ICPRAM, 2024)

Efficient Citer: Tuning Large Language Models for Enhanced Answer Quality and Verification. - Marzieh S. Tahaei; Aref Jafari; Ahmad Rashid; David Alfonso-Hermelo; Khalil Bibi; Yimeng Wu; Ali Ghodsi 001; Boxing Chen; Mehdi Rezagholizadeh (NAACL-HLT (Findings), 2024)

CIRAL: A Test Collection for CLIR Evaluations in African Languages. - Mofetoluwa Adeyemi; Akintunde Oladipo; Xinyu Zhang 018; David Alfonso-Hermelo; Mehdi Rezagholizadeh; Boxing Chen; Abdul-Hakeem Omotayo; Idris Abdulmumin; Naome A. Etori; Toyib Babatunde Musa; Samuel Fanijo; Oluwabusayo Olufunke Awoyomi; et al. (SIGIR, 2024)

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

An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task Learning. - Heitor R. Guimarães; Arthur Pimentel; Anderson R. Avila; Mehdi Rezagholizadeh; Boxing Chen; Tiago H. Falk (CoRR, 2024)

AdpQ: A Zero-shot Calibration Free Adaptive Post Training Quantization Method for LLMs. - Alireza Ghaffari; Sharareh Younesian; Vahid Partovi Nia; Boxing Chen; Masoud Asgharian (CoRR, 2024)

OAC: Output-adaptive Calibration for Accurate Post-training Quantization. - Ali Edalati; Alireza Ghaffari; Masoud Asgharian; Lu Hou; Boxing Chen; Vahid Partovi Nia (CoRR, 2024)

MindStar: Enhancing Math Reasoning in Pre-trained LLMs at Inference Time. - Jikun Kang; Xin Zhe Li; Xi Chen; Amirreza Kazemi; Boxing Chen (CoRR, 2024)

Single Parent Family: A Spectrum of Family Members from a Single Pre-Trained Foundation Model. - Habib Hajimolahoseini; Mohammad Hassanpour; Foozhan Ataiefard; Boxing Chen; Yang Liu (CoRR, 2024)

S2D: Sorted Speculative Decoding For More Efficient Deployment of Nested Large Language Models. - Parsa Kavehzadeh; Mohammadreza Pourreza; Mojtaba Valipour; Tinashu Zhu; Haoli Bai; Ali Ghodsi 001; Boxing Chen; Mehdi Rezagholizadeh (CoRR, 2024)

What Do You Want? User-centric Prompt Generation for Text-to-image Synthesis via Multi-turn Guidance. - Yilun Liu 001; Minggui He; Feiyu Yao; Yuhe Ji; Shimin Tao; Jingzhou Du; Duan Li; Jian Gao; Li Zhang; Hao Yang 006; Boxing Chen; Osamu Yoshie (CoRR, 2024)

Adapting Large Language Models to Log Analysis with Interpretable Domain Knowledge. - Yuhe Ji; Yilun Liu 001; Feiyu Yao; Minggui He; Shimin Tao; Xiaofeng Zhao; Chang Su 001; Xinhua Yang; Weibin Meng; Yuming Xie; Boxing Chen; Hao Yang 006 (CoRR, 2024)

Batch-Max: Higher LLM Throughput using Larger Batch Sizes and KV Cache Compression. - Michael R. Metel; Boxing Chen; Mehdi Rezagholizadeh (CoRR, 2024)

OAC: Output-adaptive Calibration for Accurate Post-training Quantization. - Ali Edalati; Alireza Ghaffari; Mahsa Ghazvini Nejad; Lu Hou; Boxing Chen; Masoud Asgharian; Vahid Partovi Nia (AAAI, 2025)

SRDC: Semantics-based Ransomware Detection and Classification with LLM-assisted Pre-training. - Ce Zhou; Yilun Liu 001; Weibin Meng; Shimin Tao; Weinan Tian; Feiyu Yao; Xiaochun Li; Tao Han; Boxing Chen; Hao Yang 006 (AAAI, 2025)

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)

Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination. - Jerry Huang; Prasanna Parthasarathi; Mehdi Rezagholizadeh; Boxing Chen; Sarath Chandar (ACL (Findings), 2025)

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention. - Qiuhao Zeng; Jerry Huang; Peng Lu; Gezheng Xu; Boxing Chen; Charles Ling 001; Boyu Wang 004 (ICLR, 2025)

Rethinking Post-Training Quantization: Introducing a Statistical Pre-Calibration Approach. - Alireza Ghaffari; Sharareh Younesian; Boxing Chen; Vahid Partovi Nia; Masoud Asgharian (ICPRAM, 2025)

LogLM: From Task-Based to Instruction-Based Automated Log Analysis. - Yilun Liu 001; Yuhe Ji; Shimin Tao; Minggui He; Weibin Meng; Shenglin Zhang; Yongqian Sun; Yuming Xie; Boxing Chen; Hao Yang 006 (SEIP@ICSE, 2025)

ReGLA: Refining Gated Linear Attention. - Peng Lu; Ivan Kobyzev; Mehdi Rezagholizadeh; Boxing Chen; Philippe Langlais (NAACL (Long Papers), 2025)

R1-T1: Fully Incentivizing Translation Capability in LLMs via Reasoning Learning. - Minggui He; Yilun Liu 001; Shimin Tao; Yuanchang Luo; Hongyong Zeng; Chang Su 001; Li Zhang; Hongxia Ma; Daimeng Wei; Weibin Meng; Hao Yang 006; Boxing Chen; et al. (CoRR, 2025)

Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models. - Benyamin Jamialahmadi 001; Parsa Kavehzadeh; Mehdi Rezagholizadeh; Parsa Farinneya; Hossein Rajabzadeh; Aref Jafari; Boxing Chen; Marzieh S. Tahaei (CoRR, 2025)

Resona: Improving Context Copying in Linear Recurrence Models with Retrieval. - Xinyu Wang; Linrui Ma; Jerry Huang; Peng Lu; Prasanna Parthasarathi; Xiao-Wen Chang; Boxing Chen; Yufei Cui (CoRR, 2025)

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training. - Maryam Dialameh; Rezaul Karim; Hossein Rajabzadeh; Omar Mohamed Awad; Hyock Ju Kwon; Boxing Chen; Walid Ahmed; Yang Liu (CoRR, 2025)

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs. - Xinyu Wang; Vahid Partovi Nia; Peng Lu; Jerry Huang; Xiao-Wen Chang; Boxing Chen; Yufei Cui (CoRR, 2025)

Nested-ReFT: Efficient Reinforcement Learning for Large Language Model Fine-Tuning via Off-Policy Rollouts. - Maxime Heuillet; Yufei Cui; Boxing Chen; Audrey Durand; Prasanna Parthasarathi (CoRR, 2025)