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Lambert Mathias
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2020 – today
- 2023
- [c15]Suzanna Sia, Anton Belyy, Amjad Almahairi, Madian Khabsa, Luke Zettlemoyer, Lambert Mathias:
Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI. AAAI 2023: 9837-9845 - [c14]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: 77-91 - [c13]Aaron Mueller, Kanika Narang, Lambert Mathias, Qifan Wang, Hamed Firooz:
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning. ACL (Findings) 2023: 6049-6064 - [i18]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 abs/2306.01069 (2023) - [i17]Aaron Mueller, Kanika Narang, Lambert Mathias, Qifan Wang, Hamed Firooz:
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning. CoRR abs/2307.00119 (2023) - 2022
- [c12]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: 3638-3652 - [c11]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: 6253-6264 - [c10]Badr AlKhamissi, Faisal Ladhak, Srini 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: 2109-2120 - [c9]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: 2867-2889 - [i16]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 abs/2204.01172 (2022) - [i15]Neema Kotonya, Andreas Vlachos, Majid Yazdani, Lambert Mathias, Marzieh Saeidi:
Policy Compliance Detection via Expression Tree Inference. CoRR abs/2205.12259 (2022) - [i14]Suzanna Sia, Anton Belyy, Amjad Almahairi, Madian Khabsa, Luke Zettlemoyer, Lambert Mathias:
Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI. CoRR abs/2205.12469 (2022) - [i13]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 abs/2205.12495 (2022) - 2021
- [i12]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 abs/2110.07577 (2021) - [i11]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 abs/2112.08802 (2021) - 2020
- [i10]Zheng Chen, Xing Fan, Yuan Ling, Lambert Mathias, Chenlei Guo:
Pre-Training for Query Rewriting in A Spoken Language Understanding System. CoRR abs/2002.05607 (2020) - [i9]Alireza Roshan Ghias, Clint Solomon Mathialagan, Pragaash Ponnusamy, Lambert Mathias, Chenlei Guo:
Personalized Query Rewriting in Conversational AI Agents. CoRR abs/2011.04748 (2020)
2010 – 2019
- 2019
- [c8]Pushpendre Rastogi, Arpit Gupta, Tongfei Chen, Lambert Mathias:
Scaling Multi-Domain Dialogue State Tracking via Query Reformulation. NAACL-HLT (2) 2019: 97-105 - [c7]Rylan Conway, Lambert Mathias:
Time Masking: Leveraging Temporal Information in Spoken Dialogue Systems. SIGdial 2019: 56-61 - [i8]Pushpendre Rastogi, Arpit Gupta, Tongfei Chen, Lambert Mathias:
Scaling Multi-Domain Dialogue State Tracking via Query Reformulation. CoRR abs/1903.05164 (2019) - [i7]Michael Regan, Pushpendre Rastogi, Arpit Gupta, Lambert Mathias:
A dataset for resolving referring expressions in spoken dialogue via contextual query rewrites (CQR). CoRR abs/1903.11783 (2019) - [i6]Tongfei Chen, Chetan Naik, Hua He, Pushpendre Rastogi, Lambert Mathias:
Improving Long Distance Slot Carryover in Spoken Dialogue Systems. CoRR abs/1906.01149 (2019) - [i5]Rylan Conway, Lambert Mathias:
Time Masking: Leveraging Temporal Information in Spoken Dialogue Systems. CoRR abs/1907.11315 (2019) - [i4]Adrian de Wynter, Lambert Mathias:
Leveraging External Knowledge for Out-Of-Vocabulary Entity Labeling. CoRR abs/1908.09936 (2019) - 2018
- [c6]Chetan Naik, Arpit Gupta, Hancheng Ge, Lambert Mathias, Ruhi Sarikaya:
Contextual Slot Carryover for Disparate Schemas. INTERSPEECH 2018: 596-600 - [c5]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: 177-184 - [i3]Chetan Naik, Arpit Gupta, Hancheng Ge, Lambert Mathias, Ruhi Sarikaya:
Contextual Slot Carryover for Disparate Schemas. CoRR abs/1806.01773 (2018) - [i2]Amr Sharaf, Arpit Gupta, Hancheng Ge, Chetan Naik, Lambert Mathias:
Cross-Lingual Approaches to Reference Resolution in Dialogue Systems. CoRR abs/1811.11161 (2018) - 2017
- [c4]Xing Fan, Emilio Monti, Lambert Mathias, Markus Dreyer:
Transfer Learning for Neural Semantic Parsing. Rep4NLP@ACL 2017: 48-56 - [i1]Xing Fan, Emilio Monti, Lambert Mathias, Markus Dreyer:
Transfer Learning for Neural Semantic Parsing. CoRR abs/1706.04326 (2017) - 2016
- [c3]Faisal Ladhak, Ankur Gandhe, Markus Dreyer, Lambert Mathias, Ariya Rastrow, Björn Hoffmeister:
LatticeRnn: Recurrent Neural Networks Over Lattices. INTERSPEECH 2016: 695-699
2000 – 2009
- 2006
- [c2]Lambert Mathias, William Byrne:
Statistical Phrase-Based Speech Translation. ICASSP (1) 2006: 561-564 - 2005
- [c1]Lambert Mathias, Girija Yegnanarayanan, Jürgen Fritsch:
Discriminative Training of Acoustic Models Applied to Domains with Unreliable Transcripts. ICASSP (1) 2005: 109-112
Coauthor Index
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