Naturalistic Causal Probing for Morpho-Syntax Afra Amini, Tiago Pimentel, Clara Meister, Ryan Cotterell Presented at EMNLP 2022 Article at MIT Press
On the Robustness of Dialogue History Representation in Conversational Question Answering: A Comprehensive Study and a New Prompt-based Method Zorik Gekhman, Nadav Oved, Orgad Keller, Idan Szpektor, Roi Reichart Article at MIT Press
Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing Yilin Niu, Fei Huang, Minlie Huang Article at MIT Press
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews Runcong Zhao, Lin Gui, Hanqi Yan, Yulan He Article at MIT Press
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery Tao Feng, Lizhen Qu, Gholamreza Haffari
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval Sheng-Chieh Lin, Minghan Li, Jimmy Lin Article at MIT Press
Dubbing in Practice: A Large Scale Study of Human Localization With Insights for Automatic Dubbing William Brannon, Yogesh Virkar, Brian Thompson Article at MIT Press
Sub-Character Tokenization for Chinese Pretrained Language Models Chenglei Si, Zhengyan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun Article at MIT Press
Erasure of Unaligned Attributes from Neural Representations Shun Shao, Yftah Ziser, Shay Cohen Article at MIT Press
INSCIT: Information-Seeking Conversations with Mixed-Initiative Interactions Zeqiu Wu, Ryu Parish, Hao Cheng, Sewon Min, Prithviraj Ammanabrolu, Mari Ostendorf, Hannaneh Hajishirzi Article at MIT Press
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering. Shamane Siriwardhana, Rivindu Weerasekera, Tharindu Kaluarachchi, Elliott Wen, Rajib Rana, Suranga Nanayakkara Presented at EMNLP 2022 Article at MIT Press
Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance Agreement Bingzhi Li, Guillaume Wisniewski, Benoît Crabbé Presented at EMNLP 2022 Article at MIT Press
On the Role of Negative Precedent in Legal Outcome Prediction Josef Valvoda, Ryan Cotterell, Simone Teufel Presented at EMNLP 2022 Article at MIT Press
Meta-Learning a Cross-lingual Manifold for Semantic Parsing Tom Sherborne, Mirella Lapata Article at MIT Press
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue Zhi Chen, Yuncong Liu, Lu Chen, Su Zhu, Mengyue Wu, Kai Yu Presented at EMNLP 2022 Article at MIT Press
Helpful Neighbors: Leveraging Neighbors in Geographic Feature Pronunciation Llion Jones, Richard Sproat, Haruko Ishikawa, Alexander Gutkin Article at MIT Press
Locally Typical Sampling Clara Isabel Meister, Tiago Pimentel, Gian Wiher, Ryan Cotterell Presented at EMNLP 2022 Article at MIT Press
Improving Low-Resource Cross-lingual Parsing with Expected Statistic Regularization Thomas Effland, Michael Collins
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulić, Anna Korhonen Article at MIT Press Article at MIT Press Presented at EACL 2023
Modelling Emotion Dynamics in Song Lyrics with State Space Models Yingjin Song, Daniel Beck Article at MIT Press Presented at EACL 2023
FeelingBlue: A Corpus for Understanding the Emotional Connotation of Color in Context Amith Ananthram, Olivia Winn, Smaranda Muresan Article at MIT Press
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen, Derek Tam, Colin Raffel, Mohit Bansal, Diyi Yang Article at MIT Press
Coreference Resolution through a seq2seq Transition-Based System Bernd Bohnet, Chris Alberti, Michael Collins Article at MIT Press
Generative Spoken Dialogue Language Modeling Tu Anh Nguyen, Eugene Kharitonov, Jade Copet, Yossi Adi, Wei-Ning Hsu, Ali Elkahky, Paden Tomasello, Robin Algayres, Benoit Sagot, Abdelrahman Mohamed, Emmanuel Dupoux Article at MIT Press
Transformers for Tabular Data Representation: A Survey of Models and Applications Gilbert Badaro, Paolo Papotti, Mohammed Saeed Article at MIT Press
Discontinuous Combinatory Constituency Parsing Zhousi Chen, Mamoru Komachi Presented at EACL 2023 Article at MIT Press
Efficient Long-Text Understanding with Short-Text Models Maor Ivgi, Uri Shaham, Jonathan Berant Article at MIT Press
Hate Speech Classifiers Learn Normative Social Stereotypes Aida Mostafazadeh Davani, Mohammad Atari, Brendan Kennedy, Morteza Dehghani Article at MIT Press
Domain-Specific Word Embeddings with Structure Prediction David Lassner, Stephanie Brandl, Anne Baillot, Shinichi Nakajima
Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times? Byung-Doh Oh, William Schuler Article at MIT Press