Lambert Mathias

According to our database, Lambert Mathias authored at least 27 papers between 2005 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Pixel-Grounded Retrieval for Knowledgeable Large Multimodal Models.

Jeonghwan Kim, Renjie Tao, Sanat Sharma, Jiaqi Wang, Kai Sun, Zhaojiang Lin, Seungwhan Moon, Lambert Mathias, Anuj Kumar, Heng Ji, Xin Luna Dong

CoRR, January, 2026

TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models.

Shima Imani, Seungwhan Moon, Lambert Mathias, Lu Zhang, Babak Damavandi

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

VideoMind: Thinking in Steps for Long Video Understanding.

Shubhang Bhatnagar, Renxiong Wang, Kapil Krishnakumar, Adel Ahmadyan, Zhaojiang Lin, Lambert Mathias, Xin Luna Dong, Babak Damavandi, Narendra Ahuja, Seungwhan Moon

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

Reading Recognition in the Wild.

Charig Yang, Samiul Alam, Shakhrul Iman Siam, Michael J. Proulx, Lambert Mathias, Kiran K. Somasundaram, Luis Pesqueira, James Fort, Sheroze Sheriffdeen, Omkar M. Parkhi, Carl Yuheng Ren, Mi Zhang, Yuning Chai, Richard A. Newcombe, Hyo Jin Kim

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2023

TimelineQA: A Benchmark for Question Answering over Timelines.

Wang-Chiew Tan, Jane Dwivedi-Yu, Yuliang Li, Lambert Mathias, Marzieh Saeidi, Jing Nathan Yan, Alon Y. Halevy

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Meta-training with Demonstration Retrieval for Efficient Few-shot Learning.

Aaron Mueller, Kanika Narang, Lambert Mathias, Qifan Wang, Hamed Firooz

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI.

Suzanna Sia, Anton Belyy, Amjad Almahairi, Madian Khabsa, Luke Zettlemoyer, Lambert Mathias

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Policy Compliance Detection via Expression Tree Inference.

Neema Kotonya, Andreas Vlachos, Majid Yazdani, Lambert Mathias, Marzieh Saeidi

CoRR, 2022

PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models.

Rabeeh Karimi Mahabadi, Luke Zettlemoyer, James Henderson, Marzieh Saeidi, Lambert Mathias, Veselin Stoyanov, Majid Yazdani

CoRR, 2022

UNIREX: A Unified Learning Framework for Language Model Rationale Extraction.

Aaron Chan, Maziar Sanjabi, Lambert Mathias, Liang Tan, Shaoliang Nie, Xiaochang Peng, Xiang Ren, Hamed Firooz

Proceedings of the International Conference on Machine Learning, 2022

ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection.

Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona T. Diab

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning.

Yuning Mao, Lambert Mathias, Rui Hou, Amjad Almahairi, Hao Ma, Jiawei Han, Scott Yih, Madian Khabsa

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Prompt-free and Efficient Few-shot Learning with Language Models.

Rabeeh Karimi Mahabadi, Luke Zettlemoyer, James Henderson, Lambert Mathias, Marzieh Saeidi, Veselin Stoyanov, Majid Yazdani

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2020

Personalized Query Rewriting in Conversational AI Agents.

Alireza Roshan Ghias, Clint Solomon Mathialagan, Pragaash Ponnusamy, Lambert Mathias, Chenlei Guo

CoRR, 2020

Pre-Training for Query Rewriting in A Spoken Language Understanding System.

Zheng Chen, Xing Fan, Yuan Ling, Lambert Mathias, Chenlei Guo

CoRR, 2020

2019

Leveraging External Knowledge for Out-Of-Vocabulary Entity Labeling.

Adrian de Wynter, Lambert Mathias

CoRR, 2019

Improving Long Distance Slot Carryover in Spoken Dialogue Systems.

Tongfei Chen, Chetan Naik, Hua He, Pushpendre Rastogi, Lambert Mathias

CoRR, 2019

A dataset for resolving referring expressions in spoken dialogue via contextual query rewrites (CQR).

Michael Regan, Pushpendre Rastogi, Arpit Gupta, Lambert Mathias

CoRR, 2019

Time Masking: Leveraging Temporal Information in Spoken Dialogue Systems.

Rylan Conway, Lambert Mathias

Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019

Scaling Multi-Domain Dialogue State Tracking via Query Reformulation.

Pushpendre Rastogi, Arpit Gupta, Tongfei Chen, Lambert Mathias

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018

Cross-Lingual Approaches to Reference Resolution in Dialogue Systems.

Amr Sharaf, Arpit Gupta, Hancheng Ge, Chetan Naik, Lambert Mathias

CoRR, 2018

The Alexa Meaning Representation Language.

Thomas Kollar, Danielle Berry, Lauren Stuart, Karolina Owczarzak, Tagyoung Chung, Lambert Mathias, Michael Kayser, Bradford Snow, Spyros Matsoukas

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Contextual Slot Carryover for Disparate Schemas.

Chetan Naik, Arpit Gupta, Hancheng Ge, Lambert Mathias, Ruhi Sarikaya

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2017

Transfer Learning for Neural Semantic Parsing.

Xing Fan, Emilio Monti, Lambert Mathias, Markus Dreyer

Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017

2016

LatticeRnn: Recurrent Neural Networks Over Lattices.

Faisal Ladhak, Ankur Gandhe, Markus Dreyer, Lambert Mathias, Ariya Rastrow, Björn Hoffmeister

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2006

Statistical Phrase-Based Speech Translation.

Lambert Mathias, William Byrne

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Discriminative Training of Acoustic Models Applied to Domains with Unreliable Transcripts.

Lambert Mathias, Girija Yegnanarayanan, Jürgen Fritsch

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005