Lambert Mathias

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 31

Top Topics

External Knowledge

Query Rewriting

Dialogue System

Top Venues

Publications

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