EMNLP 2023: all accepted papers

1,182 papers · page 8 of 12 · the most cited first · ← EMNLP 2023

A Diachronic Analysis of Paradigm Shifts in NLP Research: When, How, and Why? ↗Aniket Pramanick, Yufang Hou, Saif Mohammad et al.3 citations
A Self-enhancement Multitask Framework for Unsupervised Aspect Category Detection ↗Thi-Nhung Nguyen, Hoang Ngo, Kiem-Hieu Nguyen et al.3 citations
A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding ↗Andrea Burns, Krishna Srinivasan, Joshua Ainslie et al.3 citations
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos ↗Te-Lin Wu, Zi-Yi Dou, Qingyuan Hu et al.3 citations
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification ↗Yongxin Huang, Kexin Wang, Sourav Dutta et al.3 citations
Adaptive Hyper-parameter Learning for Deep Semantic Retrieval ↗Mingming Li, Chunyuan Yuan, Huimu Wang et al. · Industry Track3 citations
Adaptive Policy with Wait-k Model for Simultaneous Translation ↗Libo Zhao, Kai Fan, Wei Luo et al.3 citations
Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain ↗Robert Ridley, Zhen Wu, Jianbing Zhang et al.3 citations
All Things Considered: Detecting Partisan Events from News Media with Cross-Article Comparison ↗Yujian Liu, Xinliang Frederick Zhang, Kaijian Zou et al.3 citations
An Attribution Method for Siamese Encoders ↗Lucas Moeller, Dmitry Nikolaev, Sebastian Padó3 citations
Analyzing Film Adaptation through Narrative Alignment ↗Tanzir Pial, Shahreen Aunti, Charuta Pethe et al.3 citations
Analyzing Modular Approaches for Visual Question Decomposition ↗Apoorv Khandelwal, Ellie Pavlick, Chen Sun3 citations
BUSTER: a “BUSiness Transaction Entity Recognition” dataset ↗Andrea Zugarini, Andrew Zamai, Marco Ernandes et al. · Industry Track3 citations
Bridging Background Knowledge Gaps in Translation with Automatic ExplicitationHyoJung Han, Jordan Boyd-Graber, Marine Carpuat3 citations · our summary
CLAD-ST: Contrastive Learning with Adversarial Data for Robust Speech Translation ↗Sathish Indurthi, Shamil Chollampatt, Ravi Agrawal et al.3 citations
CLEVA: Chinese Language Models EVAluation Platform ↗Yanyang Li, Jianqiao Zhao, Duo Zheng et al. · System Demonstrations3 citations
CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation. ↗Philipp Borchert, Jochen De Weerdt, Kristof Coussement et al.3 citations
COVID-19 Vaccine Misinformation in Middle Income Countries ↗Jongin Kim, Byeo Rhee Bak, Aditya Agrawal et al.3 citations
CRoW: Benchmarking Commonsense Reasoning in Real-World Tasks ↗Mete Ismayilzada, Debjit Paul, Syrielle Montariol et al.3 citations
CT-GAT: Cross-Task Generative Adversarial Attack based on Transferability ↗Minxuan Lv, Chengwei Dai, Kun Li et al.3 citations
Centering the Margins: Outlier-Based Identification of Harmed Populations in Toxicity Detection ↗Vyoma Raman, Eve Fleisig, Dan Klein3 citations
Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding ↗Caoyun Fan, Jidong Tian, Yitian Li et al.3 citations
CoLLiE: Collaborative Training of Large Language Models in an Efficient Way ↗Kai Lv, Shuo Zhang, Tianle Gu et al. · System Demonstrations3 citations
Cognate Transformer for Automated Phonological Reconstruction and Cognate Reflex Prediction ↗V.S.D.S.Mahesh Akavarapu, Arnab Bhattacharya3 citations
CombLM: Adapting Black-Box Language Models through Small Fine-Tuned Models ↗Aitor Ormazabal, Mikel Artetxe, Eneko Agirre3 citations
Condensing Multilingual Knowledge with Lightweight Language-Specific Modules ↗Haoran Xu, Weiting Tan, Shuyue Li et al.3 citations
Confidence-based Ensembling of Perspective-aware Models ↗Silvia Casola, Soda Marem Lo, Valerio Basile et al.3 citations
Conversational Semantic Parsing using Dynamic Context Graphs ↗Parag Jain, Mirella Lapata3 citations
Crossing the Threshold: Idiomatic Machine Translation through Retrieval Augmentation and Loss WeightingEmmy Liu, Aditi Chaudhary, Graham Neubig3 citations · our summary
Crystal: Introspective Reasoners Reinforced with Self-Feedback ↗Jiacheng Liu, Ramakanth Pasunuru, Hannaneh Hajishirzi et al.3 citations
DRGCoder: Explainable Clinical Coding for the Early Prediction of Diagnostic-Related Groups ↗Daniel Hajialigol, Derek Kaknes, Tanner Barbour et al. · System Demonstrations3 citations
DUBLIN: Visual Document Understanding By Language-Image Network ↗Kriti Aggarwal, Aditi Khandelwal, Kumar Tanmay et al. · Industry Track3 citations
DUnE: Dataset for Unified Editing ↗Afra Akyürek, Eric Pan, Garry Kuwanto et al.3 citations
Designing, Evaluating, and Learning from Humans Interacting with NLP Models ↗Tongshuang Wu, Diyi Yang, Sebastin Santy · Tutorial Abstracts3 citations
DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining ↗Weifeng Jiang, Qianren Mao, Chenghua Lin et al.3 citations
Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings ↗Qian Chen, Wen Wang, Qinglin Zhang et al.3 citations
DocumentNet: Bridging the Data Gap in Document Pre-training ↗Lijun Yu, Jin Miao, Xiaoyu Sun et al. · Industry Track3 citations
Don't Take This Out of Context!: On the Need for Contextual Models and Evaluations for Stylistic Rewriting ↗Akhila Yerukola, Xuhui Zhou, Elizabeth Clark et al.3 citations
Enhancing Computation Efficiency in Large Language Models through Weight and Activation Quantization ↗Janghwan Lee, Minsoo Kim, Seungcheol Baek et al.3 citations
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation ↗Robert Litschko, Max Müller-Eberstein, Rob van der Goot et al.3 citations
Evaluating and Modeling Attribution for Cross-Lingual Question Answering ↗Benjamin Muller, John Wieting, Jonathan H. Clark et al.3 citations
Event Ontology Completion with Hierarchical Structure Evolution Networks ↗Pengfei Cao, Yupu Hao, Yubo Chen et al.3 citations
Exploring Discourse Structure in Document-level Machine Translation ↗Xinyu Hu, Xiaojun Wan3 citations
FLatS: Principled Out-of-Distribution Detection with Feature-Based Likelihood Ratio Score ↗Haowei Lin, Yuntian Gu3 citations
Fair Without Leveling Down: A New Intersectional Fairness Definition ↗Gaurav Maheshwari, Aurélien Bellet, Pascal Denis et al.3 citations
Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation ↗Wei-Lin Chen, Cheng-Kuang Wu, Hsin-Hsi Chen et al.3 citations
GEM: Gestalt Enhanced Markup Language Model for Web Understanding via Render Tree ↗Zirui Shao, Feiyu Gao, Zhongda Qi et al.3 citations
GNAT: A General Narrative Alignment Tool ↗Tanzir Pial, Steven Skiena3 citations
Generative Adversarial Training with Perturbed Token Detection for Model Robustness ↗Jiahao Zhao, Wenji Mao3 citations
Generative Spoken Language Model based on continuous word-sized audio tokens ↗Robin Algayres, Yossi Adi, Tu Anh Nguyen et al.3 citations
Hi Guys or Hi Folks? Benchmarking Gender-Neutral Machine Translation with the GeNTE Corpus ↗Andrea Piergentili, Beatrice Savoldi, Dennis Fucci et al.3 citations
Holistic Inter-Annotator Agreement and Corpus Coherence Estimation in a Large-scale Multilingual Annotation Campaign ↗Nicolas Stefanovitch, Jakub Piskorski3 citations
Homophone Disambiguation Reveals Patterns of Context Mixing in Speech Transformers ↗Hosein Mohebbi, Grzegorz Chrupała, Willem Zuidema et al.3 citations
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning ↗Rochelle Choenni, Dan Garrette, Ekaterina Shutova3 citations
How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning ↗Hang Chen, Xinyu Yang, Jing Luo et al.3 citations
HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction ↗Liang Zhang, Chulun Zhou, Fandong Meng et al.3 citations
HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts ↗Truong Giang Do, Le Khiem, Quang Pham et al.3 citations
IDTraffickers: An Authorship Attribution Dataset to link and connect Potential Human-Trafficking Operations on Text Escort Advertisements ↗Vageesh Saxena, Benjamin Ashpole, Gijs van Dijck et al.3 citations
IEKG: A Commonsense Knowledge Graph for Idiomatic ExpressionsZiheng Zeng, Kellen Tan Cheng, Srihari Venkat Nanniyur et al.3 citations · our summary
INFORM : Information eNtropy based multi-step reasoning FOR large language Models ↗Chuyue Zhou, Wangjie You, Juntao Li et al.3 citations
Identification of Multimodal Stance Towards Frames of Communication ↗Maxwell Weinzierl, Sanda Harabagiu3 citations
Improving Bias Mitigation through Bias Experts in Natural Language Understanding ↗Eojin Jeon, Mingyu Lee, Juhyeong Park et al.3 citations
It Ain't Over: A Multi-aspect Diverse Math Word Problem Dataset ↗Jiwoo Kim, Youngbin Kim, Ilwoong Baek et al.3 citations
KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning ↗Xiao Yu, Qingyang Wu, Kun Qian et al.3 citations
Koala: An Index for Quantifying Overlaps with Pre-training Corpora ↗Thuy-Trang Vu, Xuanli He, Gholamreza Haffari et al. · System Demonstrations3 citations
LIMIT: Language Identification, Misidentification, and Translation using Hierarchical Models in 350+ Languages ↗Milind Agarwal, Md Mahfuz Ibn Alam, Antonios Anastasopoulos3 citations
Learning Preference Model for LLMs via Automatic Preference Data Generation ↗Shijia Huang, Jianqiao Zhao, Yanyang Li et al.3 citations
Linking Surface Facts to Large-Scale Knowledge Graphs ↗Gorjan Radevski, Kiril Gashteovski, Chia-Chien Hung et al.3 citations
Location-Aware Visual Question Generation with Lightweight Models ↗Nicholas Suwono, Justin Chen, Tun Hung et al.3 citations
Look-back Decoding for Open-Ended Text Generation ↗Nan Xu, Chunting Zhou, Asli Celikyilmaz et al.3 citations
MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations ↗Arkil Patel, Satwik Bhattamishra, Siva Reddy et al.3 citations
MaNtLE: Model-agnostic Natural Language Explainer ↗Rakesh Menon, Kerem Zaman, Shashank Srivastava3 citations
Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs ↗Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang et al.3 citations
Multitask Multimodal Prompted Training for Interactive Embodied Task Completion ↗Georgios Pantazopoulos, Malvina Nikandrou, Amit Parekh et al.3 citations
Nearest Neighbor Machine Translation is Meta-Optimizer on Output Projection Layer ↗Ruize Gao, Zhirui Zhang, Yichao Du et al.3 citations
Non-autoregressive Streaming Transformer for Simultaneous Translation ↗Zhengrui Ma, Shaolei Zhang, Shoutao Guo et al.3 citations
Non-autoregressive Text Editing with Copy-aware Latent Alignments ↗Yu Zhang, Yue Zhang, Leyang Cui et al.3 citations
Once Upon a $ıt Time$ in $ıt Graph$: Relative-Time Pretraining for Complex Temporal Reasoning ↗Sen Yang, Xin Li, Lidong Bing et al.3 citations
OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization ↗Shmuel Amar, Liat Schiff, Ori Ernst et al.3 citations
OssCSE: Overcoming Surface Structure Bias in Contrastive Learning for Unsupervised Sentence Embedding ↗Zhan Shi, Guoyin Wang, Ke Bai et al.3 citations
Parameter-efficient Tuning for Large Language Model without Calculating Its Gradients ↗Feihu Jin, Jiajun Zhang, Chengqing Zong3 citations
Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings ↗Mattia Atzeni, Mikhail Plekhanov, Frederic Dreyer et al.3 citations
Polyglot or Not? Measuring Multilingual Encyclopedic Knowledge in Foundation Models ↗Tim Schott, Daniel Furman, Shreshta Bhat3 citations
Practical Computational Power of Linear Transformers and Their Recurrent and Self-Referential Extensions ↗Kazuki Irie, Róbert Csordás, Jürgen Schmidhuber3 citations
Pre-training Language Models for Comparative Reasoning ↗Mengxia Yu, Zhihan Zhang, Wenhao Yu et al.3 citations
Promoting Topic Coherence and Inter-Document Consorts in Multi-Document Summarization via Simplicial Complex and Sheaf Graph ↗Yash Kumar Atri, Arun Iyer, Tanmoy Chakraborty et al.3 citations
QUDeval: The Evaluation of Questions Under Discussion Discourse ParsingYating Wu, Ritika Mangla, Greg Durrett et al.3 citations · our summary
Quantifying Character Similarity with Vision Transformers ↗Xinmei Yang, Abhishek Arora, Shao-Yu Jheng et al.3 citations
R2H: Building Multimodal Navigation Helpers that Respond to Help Requests ↗Yue Fan, Jing Gu, Kaizhi Zheng et al.3 citations
Rather a Nurse than a Physician - Contrastive Explanations under Investigation ↗Oliver Eberle, Ilias Chalkidis, Laura Cabello et al.3 citations
Re$^3$Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training ↗Jiaxin Wen, Hao Zhou, Jian Guan et al.3 citations
ReTAG: Reasoning Aware Table to Analytic Text Generation ↗Deepanway Ghosal, Preksha Nema, Aravindan Raghuveer3 citations
Reinforced Target-driven Conversational Promotion ↗Huy Dao, Lizi Liao, Dung Le et al.3 citations
Rethinking Word-Level Auto-Completion in Computer-Aided Translation ↗Xingyu Chen, Lemao Liu, Guoping Huang et al.3 citations
Retrieve and Copy: Scaling ASR Personalization to Large Catalogs ↗Sai Muralidhar Jayanthi, Devang Kulshreshtha, Saket Dingliwal et al. · Industry Track3 citations
Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications ↗Manuel Faysse, Gautier Viaud, Céline Hudelot et al.3 citations
RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation ↗Yue Zhang, Leyang Cui, Enbo Zhao et al.3 citations
SLOG: A Structural Generalization Benchmark for Semantic Parsing ↗Bingzhi Li, Lucia Donatelli, Alexander Koller et al.3 citations
SentAlign: Accurate and Scalable Sentence Alignment ↗Steinthor Steingrimsson, Hrafn Loftsson, Andy Way · System Demonstrations3 citations
Sentiment Analysis on Streaming User Reviews via Dual-Channel Dynamic Graph Neural Network ↗Xin Zhang, Linhai Zhang, Deyu Zhou3 citations

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📰 EMNLP 2023: all accepted papers

EMNLP 2023: all accepted papers