SpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic Data.
CoRR, April, 2025
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning.
CoRR, February, 2025
Logical forms complement probability in understanding language model (and human) performance.
CoRR, February, 2025
Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference under Ambiguities.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Learning Language Structures Through Grounding.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
Gated Slot Attention for Efficient Linear-Time Sequence Modeling.
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Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.
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CoRR, 2023
Large Language Models Can Be Easily Distracted by Irrelevant Context.
Proceedings of the International Conference on Machine Learning, 2023
Language models are multilingual chain-of-thought reasoners.
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Proceedings of the Eleventh International Conference on Learning Representations, 2023
InCoder: A Generative Model for Code Infilling and Synthesis.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Audio-Visual Neural Syntax Acquisition.
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Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023
Natural Language to Code Translation with Execution.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Deep Clustering of Text Representations for Supervision-Free Probing of Syntax.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Grammar-Based Grounded Lexicon Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Substructure Substitution: Structured Data Augmentation for NLP.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Clustering Contextualized Representations of Text for Unsupervised Syntax Induction.
CoRR, 2020
A Cross-Task Analysis of Text Span Representations.
Proceedings of the 5th Workshop on Representation Learning for NLP, 2020
On the Role of Supervision in Unsupervised Constituency Parsing.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Visually Grounded Neural Syntax Acquisition.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Understanding and Improving Multi-Sense Word Embeddings via Extended Robust Principal Component Analysis.
CoRR, 2018
Implicit Subjective and Sentimental Usages in Multi-sense Word Embeddings.
Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018
Constructing High Quality Sense-specific Corpus and Word Embedding via Unsupervised Elimination of Pseudo Multi-sense.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
On Tree-Based Neural Sentence Modeling.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Learning Visually-Grounded Semantics from Contrastive Adversarial Samples.
Proceedings of the 27th International Conference on Computational Linguistics, 2018
Joint Saliency Estimation and Matching using Image Regions for Geo-Localization of Online Video.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017
Real Multi-Sense or Pseudo Multi-Sense: An Approach to Improve Word Representation.
Proceedings of the Workshop on Computational Linguistics for Linguistic Complexity, 2016