Discriminative Training of Acoustic Models Applied to Domains with Unreliable Transcripts. - Lambert Mathias; Girija Yegnanarayanan; Jürgen Fritsch (ICASSP (1), 2005)

Statistical Phrase-Based Speech Translation. - Lambert Mathias; William Byrne (ICASSP (1), 2006)

LatticeRnn: Recurrent Neural Networks Over Lattices. - Faisal Ladhak; Ankur Gandhe; Markus Dreyer; Lambert Mathias; Ariya Rastrow; Björn Hoffmeister (INTERSPEECH, 2016)

Transfer Learning for Neural Semantic Parsing. - Xing Fan; Emilio Monti; Lambert Mathias; Markus Dreyer (Rep4NLP@ACL, 2017)

Contextual Slot Carryover for Disparate Schemas. - Chetan Naik; Arpit Gupta; Hancheng Ge; Lambert Mathias; Ruhi Sarikaya (INTERSPEECH, 2018)

The Alexa Meaning Representation Language. - Thomas Kollar; Danielle Berry; Lauren Stuart; Karolina Owczarzak; Tagyoung Chung; Lambert Mathias; Michael Kayser; Bradford Snow; Spyros Matsoukas (NAACL-HLT (3), 2018)

Cross-Lingual Approaches to Reference Resolution in Dialogue Systems. - Amr Sharaf; Arpit Gupta; Hancheng Ge; Chetan Naik; Lambert Mathias (CoRR, 2018)

Scaling Multi-Domain Dialogue State Tracking via Query Reformulation. - Pushpendre Rastogi; Arpit Gupta; Tongfei Chen; Lambert Mathias (NAACL-HLT (2), 2019)

Time Masking: Leveraging Temporal Information in Spoken Dialogue Systems. - Rylan Conway; Lambert Mathias (SIGdial, 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)

Improving Long Distance Slot Carryover in Spoken Dialogue Systems. - Tongfei Chen; Chetan Naik; Hua He; Pushpendre Rastogi; Lambert Mathias (CoRR, 2019)

Leveraging External Knowledge for Out-Of-Vocabulary Entity Labeling. - Adrian de Wynter; Lambert Mathias (CoRR, 2019)

Pre-Training for Query Rewriting in A Spoken Language Understanding System. - Zheng Chen 010; Xing Fan; Yuan Ling; Lambert Mathias; Chenlei Guo (CoRR, 2020)

Personalized Query Rewriting in Conversational AI Agents. - Alireza Roshan Ghias; Clint Solomon Mathialagan; Pragaash Ponnusamy; Lambert Mathias; Chenlei Guo (CoRR, 2020)

Prompt-free and Efficient Few-shot Learning with Language Models. - Rabeeh Karimi Mahabadi; Luke Zettlemoyer; James Henderson 001; Lambert Mathias; Marzieh Saeidi; Veselin Stoyanov; Majid Yazdani (ACL (1), 2022)

UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning. - Yuning Mao; Lambert Mathias; Rui Hou; Amjad Almahairi; Hao Ma 001; Jiawei Han 001; Scott Yih; Madian Khabsa (ACL (1), 2022)

ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. - Badr AlKhamissi; Faisal Ladhak; Srini Iyer 001; Veselin Stoyanov; Zornitsa Kozareva; Xian Li 003; Pascale Fung; Lambert Mathias; Asli Celikyilmaz; Mona T. Diab (EMNLP, 2022)

UNIREX: A Unified Learning Framework for Language Model Rationale Extraction. - Aaron Chan; Maziar Sanjabi; Lambert Mathias; Liang Tan 005; Shaoliang Nie; Xiaochang Peng; Xiang Ren 001; Hamed Firooz (ICML, 2022)

PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models. - Rabeeh Karimi Mahabadi; Luke Zettlemoyer; James Henderson 001; Marzieh Saeidi; Lambert Mathias; Veselin Stoyanov; Majid Yazdani (CoRR, 2022)

Policy Compliance Detection via Expression Tree Inference. - Neema Kotonya; Andreas Vlachos 001; Majid Yazdani; Lambert Mathias; Marzieh Saeidi (CoRR, 2022)

Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI. - Suzanna Sia; Anton Belyy; Amjad Almahairi; Madian Khabsa; Luke Zettlemoyer; Lambert Mathias (AAAI, 2023)

Meta-training with Demonstration Retrieval for Efficient Few-shot Learning. - Aaron Mueller; Kanika Narang; Lambert Mathias; Qifan Wang 001; Hamed Firooz (ACL (Findings), 2023)

TimelineQA: A Benchmark for Question Answering over Timelines. - Wang-Chiew Tan; Jane Dwivedi-Yu; Yuliang Li 001; Lambert Mathias; Marzieh Saeidi; Jing Nathan Yan; Alon Y. Halevy (ACL (Findings), 2023)

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 002; et al. (CoRR, 2025)