Lambert Mathias

38 papers A* 3A 2B 1Journal 21Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Pixel-Grounded Retrieval for Knowledgeable Large Multimodal Models. CoRR Jeonghwan Kim, Renjie Tao, Sanat Sharma, Jiaqi Wang, Kai Sun, Zhaojiang Lin, Seungwhan Moon, Lambert Mathias, Anuj Kumar, Heng Ji, Xin Luna Dong
2026	—	`conf`	TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models. EACL (Volume 1: Long Papers) Shima Imani, Seungwhan Moon, Lambert Mathias, Lu Zhang, Babak Damavandi
2026	—	`conf`	VideoMind: Thinking in Steps for Long Video Understanding. EACL (Industry Track) Shubhang Bhatnagar, Renxiong Wang, Kapil Krishnakumar, Adel Ahmadyan, Zhaojiang Lin, Lambert Mathias, Xin Luna Dong, Babak Damavandi, Narendra Ahuja, Seungwhan Moon
2025	J	`jnl`	Reading Recognition in the Wild. CoRR 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
2025	J	`jnl`	TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models. CoRR Shima Imani, Seungwhan Moon, Lambert Mathias, Lu Zhang, Babak Damavandi
2023	A*	`conf`	Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI. AAAI Suzanna Sia, Anton Belyy, Amjad Almahairi, Madian Khabsa, Luke Zettlemoyer, Lambert Mathias
2023	—	`conf`	Meta-training with Demonstration Retrieval for Efficient Few-shot Learning. ACL (Findings) Aaron Mueller, Kanika Narang, Lambert Mathias, Qifan Wang, Hamed Firooz
2023	J	`jnl`	Meta-training with Demonstration Retrieval for Efficient Few-shot Learning. CoRR Aaron Mueller, Kanika Narang, Lambert Mathias, Qifan Wang, Hamed Firooz
2023	—	`conf`	TimelineQA: A Benchmark for Question Answering over Timelines. ACL (Findings) Wang-Chiew Tan, Jane Dwivedi-Yu, Yuliang Li, Lambert Mathias, Marzieh Saeidi, Jing Nathan Yan, Alon Y. Halevy
2023	J	`jnl`	TimelineQA: A Benchmark for Question Answering over Timelines. CoRR Wang-Chiew Tan, Jane Dwivedi-Yu, Yuliang Li, Lambert Mathias, Marzieh Saeidi, Jing Nathan Yan, Alon Y. Halevy
2022	J	`jnl`	Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI. CoRR Suzanna Sia, Anton Belyy, Amjad Almahairi, Madian Khabsa, Luke Zettlemoyer, Lambert Mathias
2022	J	`jnl`	PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models. CoRR Rabeeh Karimi Mahabadi, Luke Zettlemoyer, James Henderson, Marzieh Saeidi, Lambert Mathias, Veselin Stoyanov, Majid Yazdani
2022	J	`jnl`	Policy Compliance Detection via Expression Tree Inference. CoRR Neema Kotonya, Andreas Vlachos, Majid Yazdani, Lambert Mathias, Marzieh Saeidi
2022	—	`conf`	Prompt-free and Efficient Few-shot Learning with Language Models. ACL (1) Rabeeh Karimi Mahabadi, Luke Zettlemoyer, James Henderson, Lambert Mathias, Marzieh Saeidi, Veselin Stoyanov, Majid Yazdani
2022	A*	`conf`	ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. EMNLP Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona T. Diab
2022	J	`jnl`	ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. CoRR Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Ves Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona T. Diab
2022	A*	`conf`	UNIREX: A Unified Learning Framework for Language Model Rationale Extraction. ICML Aaron Chan, Maziar Sanjabi, Lambert Mathias, Liang Tan, Shaoliang Nie, Xiaochang Peng, Xiang Ren, Hamed Firooz
2022	—	`conf`	UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning. ACL (1) Yuning Mao, Lambert Mathias, Rui Hou, Amjad Almahairi, Hao Ma, Jiawei Han, Scott Yih, Madian Khabsa
2021	J	`jnl`	UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning. CoRR Yuning Mao, Lambert Mathias, Rui Hou, Amjad Almahairi, Hao Ma, Jiawei Han, Wen-tau Yih, Madian Khabsa
2021	J	`jnl`	UniREx: A Unified Learning Framework for Language Model Rationale Extraction. CoRR Aaron Chan, Maziar Sanjabi, Lambert Mathias, Liang Tan, Shaoliang Nie, Xiaochang Peng, Xiang Ren, Hamed Firooz
2020	J	`jnl`	Personalized Query Rewriting in Conversational AI Agents. CoRR Alireza Roshan Ghias, Clint Solomon Mathialagan, Pragaash Ponnusamy, Lambert Mathias, Chenlei Guo
2020	J	`jnl`	Pre-Training for Query Rewriting in A Spoken Language Understanding System. CoRR Zheng Chen, Xing Fan, Yuan Ling, Lambert Mathias, Chenlei Guo
2019	J	`jnl`	A dataset for resolving referring expressions in spoken dialogue via contextual query rewrites (CQR). CoRR Michael Regan, Pushpendre Rastogi, Arpit Gupta, Lambert Mathias
2019	J	`jnl`	Improving Long Distance Slot Carryover in Spoken Dialogue Systems. CoRR Tongfei Chen, Chetan Naik, Hua He, Pushpendre Rastogi, Lambert Mathias
2019	J	`jnl`	Leveraging External Knowledge for Out-Of-Vocabulary Entity Labeling. CoRR Adrian de Wynter, Lambert Mathias
2019	—	`conf`	Scaling Multi-Domain Dialogue State Tracking via Query Reformulation. NAACL-HLT (2) Pushpendre Rastogi, Arpit Gupta, Tongfei Chen, Lambert Mathias
2019	J	`jnl`	Scaling Multi-Domain Dialogue State Tracking via Query Reformulation. CoRR Pushpendre Rastogi, Arpit Gupta, Tongfei Chen, Lambert Mathias
2019	B	`conf`	Time Masking: Leveraging Temporal Information in Spoken Dialogue Systems. SIGdial Rylan Conway, Lambert Mathias
2019	J	`jnl`	Time Masking: Leveraging Temporal Information in Spoken Dialogue Systems. CoRR Rylan Conway, Lambert Mathias
2018	A	`conf`	Contextual Slot Carryover for Disparate Schemas. INTERSPEECH Chetan Naik, Arpit Gupta, Hancheng Ge, Lambert Mathias, Ruhi Sarikaya
2018	J	`jnl`	Contextual Slot Carryover for Disparate Schemas. CoRR Chetan Naik, Arpit Gupta, Hancheng Ge, Lambert Mathias, Ruhi Sarikaya
2018	J	`jnl`	Cross-Lingual Approaches to Reference Resolution in Dialogue Systems. CoRR Amr Sharaf, Arpit Gupta, Hancheng Ge, Chetan Naik, Lambert Mathias
2018	—	`conf`	The Alexa Meaning Representation Language. NAACL-HLT (3) Thomas Kollar, Danielle Berry, Lauren Stuart, Karolina Owczarzak, Tagyoung Chung, Lambert Mathias, Michael Kayser, Bradford Snow, Spyros Matsoukas
2017	—	`conf`	Transfer Learning for Neural Semantic Parsing. Rep4NLP@ACL Xing Fan, Emilio Monti, Lambert Mathias, Markus Dreyer
2017	J	`jnl`	Transfer Learning for Neural Semantic Parsing. CoRR Xing Fan, Emilio Monti, Lambert Mathias, Markus Dreyer
2016	A	`conf`	LatticeRnn: Recurrent Neural Networks Over Lattices. INTERSPEECH Faisal Ladhak, Ankur Gandhe, Markus Dreyer, Lambert Mathias, Ariya Rastrow, Björn Hoffmeister
2006	—	`conf`	Statistical Phrase-Based Speech Translation. ICASSP (1) Lambert Mathias, William Byrne
2005	—	`conf`	Discriminative Training of Acoustic Models Applied to Domains with Unreliable Transcripts. ICASSP (1) Lambert Mathias, Girija Yegnanarayanan, Jürgen Fritsch