ACL 2023: all accepted papers
- Context-Aware Transformer Pre-Training for Answer Sentence Selection ↗Luca Di Liello, Siddhant Garg, Alessandro Moschitti · Short Papers4 citations
- Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning ↗Wangzhen Guo, Qinkang Gong, Yanghui Rao et al. · Long Papers4 citations
- DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization ↗Yu Li, Baolin Peng, Pengcheng He et al. · Long Papers4 citations
- DITTO: Data-efficient and Fair Targeted Subset Selection for ASR Accent Adaptation ↗Suraj Kothawade, Anmol Mekala, D.Chandra Sekhara Hetha Havya et al. · Long Papers4 citations
- DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models ↗Xuxi Chen, Tianlong Chen, Weizhu Chen et al. · Long Papers4 citations
- Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths ↗Xiangqing Shen, Siwei Wu, Rui Xia · Long Papers · 🏆 Outstanding Paper Award4 citations
- Dissecting Transformer Length Extrapolation via the Lens of Receptive Field Analysis ↗Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky et al. · Long Papers · 🏆 Outstanding Paper Award4 citations
- Do Question Answering Modeling Improvements Hold Across Benchmarks? ↗Nelson F. Liu, Tony Lee, Robin Jia et al. · Long Papers4 citations
- Do You Hear The People Sing? Key Point Analysis via Iterative Clustering and Abstractive Summarisation ↗Hao Li, Viktor Schlegel, Riza Batista-Navarro et al. · Long Papers4 citations
- Do language models have coherent mental models of everyday things? ↗Yuling Gu, Bhavana Dalvi Mishra, Peter Clark · Long Papers4 citations
- Dual Cache for Long Document Neural Coreference ResolutionQipeng Guo, Xiangkun Hu, Yue Zhang et al. · Long Papers4 citations · our summary
- Dual-Alignment Pre-training for Cross-lingual Sentence Embedding ↗Ziheng Li, Shaohan Huang, Zihan Zhang et al. · Long Papers4 citations
- ELQA: A Corpus of Metalinguistic Questions and Answers about English ↗Shabnam Behzad, Keisuke Sakaguchi, Nathan Schneider et al. · Long Papers4 citations
- Effective Contrastive Weighting for Dense Query Expansion ↗Xiao Wang, Sean MacAvaney, Craig Macdonald et al. · Long Papers4 citations
- Exploring Lottery Prompts for Pre-trained Language Models ↗Yulin Chen, Ning Ding, Xiaobin Wang et al. · Long Papers4 citations
- Exploring and Verbalizing Academic Ideas by Concept Co-occurrence ↗Yi Xu, Shuqian Sheng, Bo Xue et al. · Long Papers4 citations
- Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints ↗Kexin Yang, Dayiheng Liu, Wenqiang Lei et al. · Long Papers4 citations
- Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms ↗Tianshu Zhang, Changchang Liu, Wei-Han Lee et al. · Long Papers4 citations
- From Ultra-Fine to Fine: Fine-tuning Ultra-Fine Entity Typing Models to Fine-grained ↗Hongliang Dai, Ziqian Zeng · Long Papers4 citations
- FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue ↗Weihao Zeng, Keqing He, Yejie Wang et al. · Long Papers4 citations
- GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding ↗Konstantin Yakovlev, Alexander Podolskiy, Andrey Bout et al. · Long Papers4 citations
- Generalizing Backpropagation for Gradient-Based Interpretability ↗Kevin Du, Lucas Torroba Hennigen, Niklas Stoehr et al. · Long Papers · 🏆 Outstanding Paper Award4 citations
- Hard Sample Aware Prompt-Tuning ↗Yuanjian Xu, Qi An, Jiahuan Zhang et al. · Long Papers4 citations
- HiPool: Modeling Long Documents Using Graph Neural Networks ↗Irene Li, Aosong Feng, Dragomir Radev et al. · Short Papers4 citations
- How About Kind of Generating Hedges using End-to-End Neural Models? ↗Alafate Abulimiti, Chloé Clavel, Justine Cassell · Long Papers4 citations
- INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation ↗Wenhao Zhu, Jingjing Xu, Shujian Huang et al. · Long Papers4 citations
- Ideology Prediction from Scarce and Biased Supervision: Learn to Disregard the “What” and Focus on the “How”! ↗Chen Chen, Dylan Walker, Venkatesh Saligrama · Long Papers4 citations
- Improving Pretraining Techniques for Code-Switched NLP ↗Richeek Das, Sahasra Ranjan, Shreya Pathak et al. · Long Papers · 🏆 Outstanding Paper Award4 citations
- Improving the robustness of NLI models with minimax training ↗Michalis Korakakis, Andreas Vlachos · Long Papers4 citations
- Incorporating Attribution Importance for Improving Faithfulness Metrics ↗Zhixue Zhao, Nikolaos Aletras · Long Papers4 citations
- Label efficient semi-supervised conversational intent classification ↗Mandar Kulkarni, Kyung Kim, Nikesh Garera et al. · Industry Track4 citations
- MAD-TSC: A Multilingual Aligned News Dataset for Target-dependent Sentiment Classification ↗Evan Dufraisse, Adrian Popescu, Julien Tourille et al. · Long Papers4 citations
- MeetingQA: Extractive Question-Answering on Meeting Transcripts ↗Archiki Prasad, Trung Bui, Seunghyun Yoon et al. · Long Papers4 citations
- Modeling Appropriate Language in Argumentation ↗Timon Ziegenbein, Shahbaz Syed, Felix Lange et al. · Long Papers4 citations
- Modeling Structural Similarities between Documents for Coherence Assessment with Graph Convolutional Networks ↗Wei Liu, Xiyan Fu, Michael Strube · Long Papers4 citations
- Multi-Row, Multi-Span Distant Supervision For Table+Text Question Answering ↗Vishwajeet Kumar, Yash Gupta, Saneem Chemmengath et al. · Long Papers4 citations
- MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset ↗Leonhard Hennig, Philippe Thomas, Sebastian Möller · Long Papers4 citations
- Multilingual Event Extraction from Historical Newspaper Adverts ↗Nadav Borenstein, Natália da Silva Perez, Isabelle Augenstein · Long Papers4 citations
- NatLogAttack: A Framework for Attacking Natural Language Inference Models with Natural Logic ↗Zi'ou Zheng, Xiaodan Zhu · Long Papers4 citations
- Neural Unsupervised Reconstruction of Protolanguage Word Forms ↗Andre He, Nicholas Tomlin, Dan Klein · Long Papers4 citations
- OpenRT: An Open-source Framework for Reasoning Over Tabular Data ↗Yilun Zhao, Boyu Mi, Zhenting Qi et al. · System Demonstrations4 citations
- Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA ↗Neeraj Varshney, Chitta Baral · Long Papers4 citations
- PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development ↗Avi Sil, Jaydeep Sen, Bhavani Iyer et al. · System Demonstrations4 citations
- Python Code Generation by Asking Clarification Questions ↗Haau-Sing (Xiaocheng) Li, Mohsen Mesgar, André Martins et al. · Long Papers4 citations
- Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling ↗Mingzhu Cai, Siqi Bao, Xin Tian et al. · Long Papers4 citations
- Reference Matters: Benchmarking Factual Error Correction for Dialogue Summarization with Fine-grained Evaluation Framework ↗Mingqi Gao, Xiaojun Wan, Jia Su et al. · Long Papers4 citations
- S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering ↗Fangyu Lei, Xiang Li, Yifan Wei et al. · Short Papers4 citations
- SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams ↗Te-Lin Wu, Satwik Kottur, Andrea Madotto et al. · Long Papers4 citations
- Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks ↗Moritz Plenz, Juri Opitz, Philipp Heinisch et al. · Long Papers4 citations
- Small Data, Big Impact: Leveraging Minimal Data for Effective Machine Translation ↗Jean Maillard, Cynthia Gao, Elahe Kalbassi et al. · Long Papers · 🏆 Area Chair Award (Linguistic Diversity)4 citations
- Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization ↗Artidoro Pagnoni, Alex Fabbri, Wojciech Kryscinski et al. · Long Papers4 citations
- Songs Across Borders: Singable and Controllable Neural Lyric Translation ↗Longshen Ou, Xichu Ma, Min-Yen Kan et al. · Long Papers4 citations
- Synthesize, Prompt and Transfer: Zero-shot Conversational Question Generation with Pre-trained Language Model ↗Hongwei Zeng, Bifan Wei, Jun Liu et al. · Long Papers4 citations
- Tab-CQA: A Tabular Conversational Question Answering Dataset on Financial Reports ↗Chuang Liu, Junzhuo Li, Deyi Xiong · Industry Track4 citations
- The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning ↗Zhuang Li, Lizhen Qu, Philip Cohen et al. · Long Papers4 citations
- Token-wise Decomposition of Autoregressive Language Model Hidden States for Analyzing Model Predictions ↗Byung-Doh Oh, William Schuler · Long Papers4 citations
- Towards Faithful Dialogues via Focus Learning ↗Yifan Deng, Xingsheng Zhang, Heyan Huang et al. · Long Papers4 citations
- UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective ↗Yang Ping, JunYu Lu, Ruyi Gan et al. · Long Papers4 citations
- Unsupervised Selective Rationalization with Noise Injection ↗Adam Storek, Melanie Subbiah, Kathleen McKeown · Long Papers4 citations
- “When Words Fail, Emojis Prevail”: A Novel Architecture for Generating Sarcastic Sentences With Emoji Using Valence Reversal and Semantic Incongruity ↗Faria Binte Kader, Nafisa Hossain Nujat, Tasmia Binte Sogir et al. · Student Research Workshop4 citations
- A Method for Studying Semantic Construal in Grammatical Constructions with Interpretable Contextual Embedding Spaces ↗Gabriella Chronis, Kyle Mahowald, Katrin Erk · Long Papers3 citations
- ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems ↗Sarik Ghazarian, Yijia Shao, Rujun Han et al. · Long Papers3 citations
- Abstractive Summarizers are Excellent Extractive Summarizers ↗Daniel Varab, Yumo Xu · Short Papers3 citations
- Advancing Multi-Criteria Chinese Word Segmentation Through Criterion Classification and Denoising ↗Tzu Hsuan Chou, Chun-Yi Lin, Hung-Yu Kao · Long Papers3 citations
- An Ordinal Latent Variable Model of Conflict Intensity ↗Niklas Stoehr, Lucas Torroba Hennigen, Josef Valvoda et al. · Long Papers3 citations
- An efficient method for Natural Language Querying on Structured Data ↗Hanoz Bhathena, Aviral Joshi, Prateek Singh · Industry Track3 citations
- Annotating Mentions Alone Enables Efficient Domain Adaptation for Coreference ResolutionNupoor Gandhi, Anjalie Field, Emma Strubell · Long Papers3 citations · our summary
- Answering Ambiguous Questions via Iterative Prompting ↗Weiwei Sun, Hengyi Cai, Hongshen Chen et al. · Long Papers3 citations
- Bhasa-Abhijnaanam: Native-script and romanized Language Identification for 22 Indic languages ↗Yash Madhani, Mitesh M. Khapra, Anoop Kunchukuttan · Short Papers3 citations
- Breeding Machine Translations: Evolutionary approach to survive and thrive in the world of automated evaluation ↗Josef Jon, Ondřej Bojar · Long Papers3 citations
- Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension ↗Xiao Zhang, Heyan Huang, Zewen Chi et al. · Long Papers3 citations
- Building Accurate Low Latency ASR for Streaming Voice Search in E-commerce ↗Abhinav Goyal, Nikesh Garera · Industry Track3 citations
- CASN:Class-Aware Score Network for Textual Adversarial Detection ↗Rong Bao, Rui Zheng, Liang Ding et al. · Long Papers3 citations
- Chemical Language Understanding Benchmark ↗Yunsoo Kim, Hyuk Ko, Jane Lee et al. · Industry Track3 citations
- Class-Incremental Learning based on Label Generation ↗Yijia Shao, Yiduo Guo, Dongyan Zhao et al. · Short Papers3 citations
- Classical Out-of-Distribution Detection Methods Benchmark in Text Classification Tasks ↗Mateusz Baran, Joanna Baran, Mateusz Wójcik et al. · Student Research Workshop3 citations
- Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning ↗Nayeon Kim, Yinhua Piao, Sun Kim · Long Papers3 citations
- CocaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval ↗Jiapeng Wang, Chengyu Wang, Xiaodan Wang et al. · Industry Track3 citations
- Comparative evaluation of boundary-relaxed annotation for Entity Linking performance ↗Gabriel Herman Bernardim Andrade, Shuntaro Yada, Eiji Aramaki · Long Papers3 citations
- Consistent Text Categorization using Data Augmentation in e-Commerce ↗Noa Avigdor, Guy Horowitz, Ariel Raviv et al. · Industry Track3 citations
- Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems ↗Mohammad Kachuee, Sungjin Lee · Industry Track3 citations
- Constrained Tuple Extraction with Interaction-Aware Network ↗Xiaojun Xue, Chunxia Zhang, Tianxiang Xu et al. · Long Papers3 citations
- Contextual Distortion Reveals Constituency: Masked Language Models are Implicit Parsers ↗Jiaxi Li, Wei Lu · Long Papers3 citations
- Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models ↗Albert Xu, Xiang Ren, Robin Jia · Long Papers3 citations
- DISCOSQA: A Knowledge Base Question Answering System for Space Debris based on Program Induction ↗Paul Darm, Antonio Valerio Miceli Barone, Shay B. Cohen et al. · Industry Track3 citations
- DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization ↗SongYang Gao, Shihan Dou, Yan Liu et al. · Long Papers3 citations
- Decoding Symbolism in Language Models ↗Meiqi Guo, Rebecca Hwa, Adriana Kovashka · Long Papers3 citations
- Dependency resolution at the syntax-semantics interface: psycholinguistic and computational insights on control dependencies ↗Iria de-Dios-Flores, Juan Garcia Amboage, Marcos Garcia · Long Papers3 citations
- Deriving Language Models from Masked Language Models ↗Lucas Torroba Hennigen, Yoon Kim · Short Papers3 citations
- DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations ↗Ang Lv, Jinpeng Li, Yuhan Chen et al. · Long Papers3 citations
- Dialog-Post: Multi-Level Self-Supervised Objectives and Hierarchical Model for Dialogue Post-Training ↗Zhenyu Zhang, Lei Shen, Yuming Zhao et al. · Long Papers3 citations
- Dynamic Regularization in UDA for Transformers in Multimodal Classification ↗Ivonne Monter-Aldana, Adrian Pastor Lopez Monroy, Fernando Sanchez-Vega · Long Papers3 citations
- Efficient Shapley Values Estimation by Amortization for Text Classification ↗Chenghao Yang, Fan Yin, He He et al. · Long Papers3 citations
- Enhancing Ancient Chinese Understanding with Derived Noisy Syntax Trees ↗Ping Wang, Shitou Zhang, Zuchao Li et al. · Student Research Workshop3 citations
- Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation ↗Ang Lv, Jinpeng Li, Shufang Xie et al. · Long Papers3 citations
- Faithful Low-Resource Data-to-Text Generation through Cycle Training ↗Zhuoer Wang, Marcus Collins, Nikhita Vedula et al. · Long Papers · 🏆 Outstanding Paper Award3 citations
- Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning ↗Alexander Hanbo Li, Mingyue Shang, Evangelia Spiliopoulou et al. · Long Papers3 citations
- Few-shot Adaptation Works with UnpredicTable Data ↗Jun Shern Chan, Michael Pieler, Jonathan Jao et al. · Long Papers3 citations
- Focused Prefix Tuning for Controllable Text Generation ↗Congda Ma, Tianyu Zhao, Makoto Shing et al. · Short Papers3 citations
- Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging ↗Fabian David Schmidt, Ivan Vulić, Goran Glavaš · Long Papers3 citations
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