NAACL 2022: all accepted papers
- Disentangling Indirect Answers to Yes-No Questions in Real ConversationsKrishna Sanagavarapu, Jathin Singaraju, Anusha Kakileti et al.4 citations · our summary
- Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss ↗Hanzhang Zhou, Kezhi Mao4 citations
- Explaining Dialogue Evaluation Metrics using Adversarial Behavioral Analysis ↗Baber Khalid, Sungjin Lee4 citations
- Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations ↗Daniela Brook Weiss, Paul Roit, Ori Ernst et al.4 citations
- FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction ↗Minh Van Nguyen, Nghia Ngo, Bonan Min et al. · System Demonstrations4 citations
- Fast Bilingual Grapheme-To-Phoneme Conversion ↗Hwa-Yeon Kim, Jong-Hwan Kim, Jae-Min Kim · Industry Track4 citations
- Incorporating Centering Theory into Neural Coreference Resolution ↗Haixia Chai, Michael Strube4 citations
- LaMemo: Language Modeling with Look-Ahead Memory ↗Haozhe Ji, Rongsheng Zhang, Zhenyu Yang et al.4 citations
- Learning to Selectively Learn for Weakly Supervised Paraphrase Generation with Model-based Reinforcement Learning ↗Haiyan Yin, Dingcheng Li, Ping Li4 citations
- Low Resource Style Transfer via Domain Adaptive Meta Learning ↗Xiangyang Li, Xiang Long, Yu Xia et al.4 citations
- Mining Clues from Incomplete Utterance: A Query-enhanced Network for Incomplete Utterance Rewriting ↗Shuzheng Si, Shuang Zeng, Baobao Chang4 citations
- Multiformer: A Head-Configurable Transformer-Based Model for Direct Speech Translation ↗Gerard Sant, Gerard I. Gállego, Belen Alastruey et al. · Student Research Workshop4 citations
- Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints ↗Chun Zeng, Jiangjie Chen, Tianyi Zhuang et al.4 citations
- On the Economics of Multilingual Few-shot Learning: Modeling the Cost-Performance Trade-offs of Machine Translated and Manual Data ↗Kabir Ahuja, Monojit Choudhury, Sandipan Dandapat4 citations
- Partial-input baselines show that NLI models can ignore context, but they don't.Neha Srikanth, Rachel Rudinger4 citations · our summary
- Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information ↗Niccolò Campolungo, Tommaso Pasini, Denis Emelin et al.4 citations
- Representation Learning for Conversational Data using Discourse Mutual Information Maximization ↗Bishal Santra, Sumegh Roychowdhury, Aishik Mandal et al.4 citations
- SURF: Semantic-level Unsupervised Reward Function for Machine Translation ↗Atijit Anuchitanukul, Julia Ive4 citations
- SentSpace: Large-Scale Benchmarking and Evaluation of Text using Cognitively Motivated Lexical, Syntactic, and Semantic Features ↗Greta Tuckute, Aalok Sathe, Mingye Wang et al. · System Demonstrations4 citations
- Sort by Structure: Language Model Ranking as Dependency Probing ↗Max Müller-Eberstein, Rob van der Goot, Barbara Plank4 citations
- TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages ↗Zihan Zhao, Lu Chen, Ruisheng Cao et al.4 citations
- What Factors Should Paper-Reviewer Assignments Rely On? Community Perspectives on Issues and Ideals in Conference Peer-Review ↗Terne Thorn Jakobsen, Anna Rogers4 citations
- When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes ↗Mycal Tucker, Tiwalayo Eisape, Peng Qian et al.4 citations
- A Computational Acquisition Model for Multimodal Word Categorization ↗Uri Berger, Gabriel Stanovsky, Omri Abend et al.3 citations
- Augmenting Training Data for Massive Semantic Matching Models in Low-Traffic E-commerce Stores ↗Ashutosh Joshi, Shankar Vishwanath, Choon Teo et al. · Industry Track3 citations
- Automatic Correction of Human Translations ↗Jessy Lin, Geza Kovacs, Aditya Shastry et al. · 🏆 Best new task (tied) and new resource paper; Honorable mention for contribution to special theme on human-centered NLP3 citations
- Automating Human Evaluation of Dialogue Systems ↗Sujan Reddy A · Student Research Workshop3 citations
- CoSIm: Commonsense Reasoning for Counterfactual Scene Imagination ↗Hyounghun Kim, Abhay Zala, Mohit Bansal3 citations
- Compositional Generalization in Grounded Language Learning via Induced Model Sparsity ↗Sam Spilsbury, Alexander Ilin · Student Research Workshop3 citations
- Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and EntitiesBenjamin Hsu, Graham Horwood3 citations · our summary
- Differentially Private Instance Encoding against Privacy Attacks ↗Shangyu Xie, Yuan Hong · Student Research Workshop3 citations
- Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge ↗Ian Porada, Alessandro Sordoni, Jackie Cheung3 citations
- Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods ↗Juhyuk Lee, Min-Joong Lee, June Yong Yang et al.3 citations
- Don't sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks ↗Jonathan Rusert, Padmini Srinivasan3 citations
- Embarrassingly Simple Performance Prediction for Abductive Natural Language Inference ↗Emīls Kadiķis, Vaibhav Srivastav, Roman Klinger3 citations
- Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports ↗Arijit Sehanobish, McCullen Sandora, Nabila Abraham et al. · Industry Track3 citations
- Impact of Training Instance Selection on Domain-Specific Entity Extraction using BERT ↗Eileen Salhofer, Xing Lan Liu, Roman Kern · Student Research Workshop3 citations
- Improving Constituent Representation with Hypertree Neural Networks ↗Hao Zhou, Gongshen Liu, Kewei Tu3 citations
- Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation ↗Luyao Shi, Tanveer Syeda-mahmood, Tyler Baldwin3 citations
- Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent Mining ↗Minhua Chen, Badrinath Jayakumar, Michael Johnston et al. · Industry Track3 citations
- Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES ↗Felix Stahlberg, Shankar Kumar3 citations
- Knowledge Extraction From Texts Based on Wikidata ↗Anastasia Shimorina, Johannes Heinecke, Frédéric Herledan · Industry Track3 citations
- Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims ↗Miguel Arana-Catania, Elena Kochkina, Arkaitz Zubiaga et al.3 citations
- Probe-Less Probing of BERT's Layer-Wise Linguistic Knowledge with Masked Word Prediction ↗Tatsuya Aoyama, Nathan Schneider · Student Research Workshop3 citations
- Quantifying Language Variation Acoustically with Few Resources ↗Martijn Bartelds, Martijn Wieling3 citations
- Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI ↗Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar et al. · Industry Track3 citations
- SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling ↗Forrest Bao, Ge Luo, Hebi Li et al.3 citations
- TSTR: Too Short to Represent, Summarize with Details! Intro-Guided Extended Summary Generation ↗Sajad Sotudeh, Nazli Goharian3 citations
- The USMLE\textregistered Step 2 Clinical Skills Patient Note Corpus ↗Victoria Yaneva, Janet Mee, Le Ha et al.3 citations
- Towards Debiasing Translation Artifacts ↗Koel Dutta Chowdhury, Rricha Jalota, Cristina España-Bonet et al.3 citations
- Towards a Progression-Aware Autonomous Dialogue Agent ↗Abraham Sanders, Tomek Strzalkowski, Mei Si et al.3 citations
- WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language modelsBenjamin Minixhofer, Fabian Paischer, Navid Rekabsaz3 citations · our summary
- What do Toothbrushes do in the Kitchen? How Transformers Think our World is Structured ↗Alexander Henlein, Alexander Mehler3 citations
- Zuo Zhuan Ancient Chinese Dataset for Word Sense Disambiguation ↗Xiaomeng Pan, Hongfei Wang, Teruaki Oka et al. · Student Research Workshop3 citations
- “Again, Dozens of Refugees Drowned”: A Computational Study of Political Framing Evoked by Presuppositions ↗Qi Yu · Student Research Workshop3 citations
- A Simple Approach to Jointly Rank Passages and Select Relevant Sentences in the OBQA Context ↗Man Luo, Shuguang Chen, Chitta Baral · Student Research Workshop2 citations
- Adversarial Text Normalization ↗Joanna Bitton, Maya Pavlova, Ivan Evtimov · Industry Track2 citations
- Answer Consolidation: Formulation and Benchmarking ↗Wenxuan Zhou, Qiang Ning, Heba Elfardy et al.2 citations
- Asynchronous Convergence in Multi-Task Learning via Knowledge Distillation from Converged Tasks ↗Weiyi Lu, Sunny Rajagopalan, Priyanka Nigam et al. · Industry Track2 citations
- Controlled Data Generation via Insertion Operations for NLU ↗Manoj Kumar, Yuval Merhav, Haidar Khan et al. · Industry Track2 citations
- Efficient Constituency Tree based Encoding for Natural Language to Bash Translation ↗Shikhar Bharadwaj, Shirish Shevade2 citations
- Embedding Hallucination for Few-shot Language Fine-tuning ↗Yiren Jian, Chongyang Gao, Soroush Vosoughi2 citations
- Explicit Use of Topicality in Dialogue Response Generation ↗Takumi Yoshikoshi, Hayato Atarashi, Takashi Kodama et al. · Student Research Workshop2 citations
- Generating Repetitions with Appropriate Repeated Words ↗Toshiki Kawamoto, Hidetaka Kamigaito, Kotaro Funakoshi et al.2 citations
- Grounding in social media: An approach to building a chit-chat dialogue model ↗Ritvik Choudhary, Daisuke Kawahara · Student Research Workshop2 citations
- Implicit n-grams Induced by Recurrence ↗Xiaobing Sun, Wei Lu2 citations
- Interactive Symbol Grounding with Complex Referential Expressions ↗Rimvydas Rubavicius, Alex Lascarides2 citations
- Lightweight Transformers for Conversational AI ↗Daniel Pressel, Wenshuo Liu, Michael Johnston et al. · Industry Track2 citations
- Neural Retriever and Go Beyond: A Thesis Proposal ↗Man Luo · Student Research Workshop2 citations
- Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System ↗Tao Zhu, Zhe Zhao, Weijie Liu et al. · Industry Track2 citations
- Quantifying Synthesis and Fusion and their Impact on Machine Translation ↗Arturo Oncevay, Duygu Ataman, Niels Van Berkel et al.2 citations
- Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems ↗Mohammad Kachuee, Jinseok Nam, Sarthak Ahuja et al. · Industry Track2 citations
- Self-supervised Product Title Rewrite for Product Listing Ads ↗Xue Zhao, Dayiheng Liu, Junwei Ding et al. · Industry Track2 citations
- Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models ↗Qinyuan Ye, Madian Khabsa, Mike Lewis et al.2 citations
- Temporal Generalization for Spoken Language Understanding ↗Judith Gaspers, Anoop Kumar, Greg Ver Steeg et al. · Industry Track2 citations
- Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer ↗Sharan Narasimhan, Suvodip Dey, Maunendra Desarkar2 citations
- Using Paraphrases to Study Properties of Contextual Embeddings ↗Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea2 citations
- ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model ↗Chuyun Deng, Mingxuan Liu, Yue Qin et al.2 citations
- WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding ↗Guoqing Zheng, Giannis Karamanolakis, Kai Shu et al.2 citations
- What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research ↗Maartje Ter Hoeve, Julia Kiseleva, Maarten de Rijke2 citations
- Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem ↗Ryoma Sato2 citations
- ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations ↗Oscar Sainz, Haoling Qiu, Oier Lopez de Lacalle et al. · System Demonstrations2 citations
- A Human-machine Interface for Few-shot Rule Synthesis for Information Extraction ↗Robert Vacareanu, George C. G. Barbosa, Enrique Noriega-Atala et al. · System Demonstrations1 citation
- Bilingual Tabular Inference: A Case Study on Indic Languages ↗Chaitanya Agarwal, Vivek Gupta, Anoop Kunchukuttan et al.1 citation
- CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data ↗Rui Feng, Chen Luo, Qingyu Yin et al.1 citation
- CIAug: Equipping Interpolative Augmentation with Curriculum Learning ↗Ramit Sawhney, Ritesh Soun, Shrey Pandit et al.1 citation
- Cheat Codes to Quantify Missing Source Information in Neural Machine Translation ↗Proyag Pal, Kenneth Heafield1 citation
- Contrastive Explanations of Text Classifiers as a Service ↗Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica et al. · System Demonstrations1 citation
- Do Trajectories Encode Verb Meaning? ↗Dylan Ebert, Chen Sun, Ellie Pavlick1 citation
- Does Summary Evaluation Survive Translation to Other Languages? ↗Spencer Braun, Oleg Vasilyev, Neslihan Iskender et al.1 citation
- DynamicTOC: Persona-based Table of Contents for Consumption of Long Documents ↗Himanshu Maheshwari, Nethraa Sivakumar, Shelly Jain et al.1 citation
- Empathic Machines: Using Intermediate Features as Levers to Emulate Emotions in Text-To-Speech Systems ↗Saiteja Kosgi, Sarath Sivaprasad, Niranjan Pedanekar et al.1 citation
- Exact Paired-Permutation Testing for Structured Test Statistics ↗Ran Zmigrod, Tim Vieira, Ryan Cotterell1 citation
- Explaining Why: How Instructions and User Interfaces Impact Annotator Rationales When Labeling Text Data ↗Jamar Sullivan Jr., Will Brackenbury, Andrew McNutt et al.1 citation
- Is “My Favorite New Movie” My Favorite Movie? Probing the Understanding of Recursive Noun Phrases ↗Qing Lyu, Zheng Hua, Daoxin Li et al.1 citation
- Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion ↗Huda Hakami, Mona Hakami, Angrosh Mandya et al.1 citation
- Learning to Generate Examples for Semantic Processing Tasks ↗Danilo Croce, Simone Filice, Giuseppe Castellucci et al.1 citation
- Masked Part-Of-Speech Model: Does Modeling Long Context Help Unsupervised POS-tagging? ↗Xiang Zhou, Shiyue Zhang, Mohit Bansal1 citation
- Methods for Estimating and Improving Robustness of Language Models ↗Michal Stefanik · Student Research Workshop1 citation
- Modal Dependency Parsing via Language Model Priming ↗Jiarui Yao, Nianwen Xue, Bonan Min1 citation
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