Findings of the Association for Computational Linguistics 2023: all accepted papers
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- BERT Has More to Offer: BERT Layers Combination Yields Better Sentence Embeddings ↗MohammadSaleh Hosseini, Munawara Munia, Latifur Khan4 citations
- Beyond Good Intentions: Reporting the Research Landscape of NLP for Social Good ↗Fernando Adauto, Zhijing Jin, Bernhard Schölkopf et al.4 citations
- Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders ↗Qianren Mao, Shaobo Zhao, Jiarui Li et al.4 citations
- Black-Box Tuning of Vision-Language Models with Effective Gradient Approximation ↗Zixian Guo, Yuxiang Wei, Ming Liu et al.4 citations
- Bridging the Gap between Pre-Training and Fine-Tuning for Commonsense Generation ↗Haoran Yang, Yan Wang, Piji Li et al.4 citations
- CALM-Bench: A Multi-task Benchmark for Evaluating Causality-Aware Language Models ↗Dhairya Dalal, Paul Buitelaar, Mihael Arcan4 citations
- COUNT: COntrastive UNlikelihood Text Style Transfer for Text Detoxification ↗Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Manasa Bharadwaj et al.4 citations
- CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation ↗Aswanth Kumar, Ratish Puduppully, Raj Dabre et al.4 citations
- Calibrated Seq2seq Models for Efficient and Generalizable Ultra-fine Entity Typing ↗Yanlin Feng, Adithya Pratapa, David Mortensen4 citations
- Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers ↗Chia-Chien Hung, Anne Lauscher, Dirk Hovy et al.4 citations
- Causal interventions expose implicit situation models for commonsense language understanding ↗Takateru Yamakoshi, James McClelland, Adele Goldberg et al.4 citations
- Character Coreference Resolution in Movie ScreenplaysSabyasachee Baruah, Shrikanth Narayanan4 citations · our summary
- Complex Event Schema Induction with Knowledge-Enriched Diffusion Model ↗Yupu Hao, Pengfei Cao, Yubo Chen et al.4 citations
- Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset ↗Haoyi Wu, Wenyang Hui, Yezeng Chen et al.4 citations
- Contrastive Learning of Sociopragmatic Meaning in Social Media ↗Chiyu Zhang, Muhammad Abdul-Mageed, Ganesh Jawahar4 citations
- Contrastive Token-Wise Meta-Learning for Unseen Performer Visual Temporal-Aligned Translation ↗Linjun Li, Tao Jin, Xize Cheng et al.4 citations
- Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents ↗Muhammad Khalifa, Yogarshi Vyas, Shuai Wang et al.4 citations
- Controlling Styles in Neural Machine Translation with Activation Prompt ↗Yifan Wang, Zewei Sun, Shanbo Cheng et al.4 citations
- Cross-lingual AMR Aligner: Paying Attention to Cross-Attention ↗Abelardo Carlos Martínez Lorenzo, Pere Lluís Huguet Cabot, Roberto Navigli4 citations
- D-CALM: A Dynamic Clustering-based Active Learning Approach for Mitigating Bias ↗Sabit Hassan, Malihe Alikhani4 citations
- Data Augmentation for Radiology Report Simplification ↗Ziyu Yang, Santhosh Cherian, Slobodan Vucetic4 citations
- Data-Efficient French Language Modeling with CamemBERTa ↗Wissam Antoun, Benoît Sagot, Djamé Seddah4 citations
- Decomposed Prompt Tuning via Low-Rank Reparameterization ↗Yao Xiao, Lu Xu, Jiaxi Li et al.4 citations
- Decouple knowledge from paramters for plug-and-play language modeling ↗Xin Cheng, Yankai Lin, Xiuying Chen et al.4 citations
- DeltaScore: Fine-Grained Story Evaluation with Perturbations ↗Zhuohan Xie, Miao Li, Trevor Cohn et al.4 citations
- DepNeCTI: Dependency-based Nested Compound Type Identification for Sanskrit ↗Jivnesh Sandhan, Yaswanth Narsupalli, Sreevatsa Muppirala et al.4 citations
- Detrimental Contexts in Open-Domain Question Answering ↗Philhoon Oh, James Thorne4 citations
- DiFair: A Benchmark for Disentangled Assessment of Gender Knowledge and Bias ↗Mahdi Zakizadeh, Kaveh Eskandari Miandoab, Mohammad Taher Pilehvar4 citations
- DiffusionSL: Sequence Labeling via Tag Diffusion Process ↗Ziyang Huang, Pengfei Cao, Jun Zhao et al.4 citations
- Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues ↗Chuyuan Li, Patrick Huber, Wen Xiao et al.4 citations
- Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning ↗Roshanak Mirzaee, Parisa Kordjamshidi4 citations
- Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers ↗Wanjun Zhong, Tingting Ma, Jiahai Wang et al.4 citations
- Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchy ↗Jiwoo Hong, Yejin Cho, Jiyoung Han et al.4 citations
- Distinguishability Calibration to In-Context Learning ↗Hongjing Li, Hanqi Yan, Yanran Li et al.4 citations
- Do Stochastic Parrots have Feelings Too? Improving Neural Detection of Synthetic Text via Emotion Recognition ↗Alan Cowap, Yvette Graham, Jennifer Foster4 citations
- DocTrack: A Visually-Rich Document Dataset Really Aligned with Human Eye Movement for Machine Reading ↗Hao Wang, Qingxuan Wang, Yue Li et al.4 citations
- Domain Adaptation for Conversational Query Production with the RAG Model Feedback ↗Ante Wang, Linfeng Song, Ge Xu et al.4 citations
- Early Exit with Disentangled Representation and Equiangular Tight Frame ↗Yixin Ji, Jikai Wang, Juntao Li et al.4 citations
- EconBERTa: Towards Robust Extraction of Named Entities in Economics ↗Karim Lasri, Pedro Vitor Quinta de Castro, Mona Schirmer et al.4 citations
- EffEval: A Comprehensive Evaluation of Efficiency for MT Evaluation Metrics ↗Daniil Larionov, Jens Grünwald, Christoph Leiter et al.4 citations
- Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt ↗Seonghyeon Ye, Joel Jang, Doyoung Kim et al.4 citations
- Evaluation for Change ↗Rishi Bommasani4 citations
- EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata ↗Shaoru Guo, Chenhao Wang, Yubo Chen et al.4 citations
- Exclusive Supermask Subnetwork Training for Continual Learning ↗Prateek Yadav, Mohit Bansal4 citations
- Explanation Regeneration via Information Bottleneck ↗Qintong Li, Zhiyong Wu, Lingpeng Kong et al.4 citations
- Exploiting Commonsense Knowledge about Objects for Visual Activity Recognition ↗Tianyu Jiang, Ellen Riloff4 citations
- Exploiting Hierarchically Structured Categories in Fine-grained Chinese Named Entity Recognition ↗Jiuding Yang, Jinwen Luo, Weidong Guo et al.4 citations
- Exploiting Language Characteristics for Legal Domain-Specific Language Model Pretraining ↗Inderjeet Nair, Natwar Modani4 citations
- Exploiting Rich Textual User-Product Context for Improving Personalized Sentiment Analysis ↗Chenyang Lyu, Linyi Yang, Yue Zhang et al.4 citations
- Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages ↗Elena Sofia Ruzzetti, Federico Ranaldi, Felicia Logozzo et al.4 citations
- Eyes Show the Way: Modelling Gaze Behaviour for Hallucination Detection ↗Kishan Maharaj, Ashita Saxena, Raja Kumar et al.4 citations
- Fighting Bias With Bias: Promoting Model Robustness by Amplifying Dataset Biases ↗Yuval Reif, Roy Schwartz4 citations
- Figurative Language Processing: A Linguistically Informed Feature Analysis of the Behavior of Language Models and Humans ↗Hyewon Jang, Qi Yu, Diego Frassinelli4 citations
- GECTurk: Grammatical Error Correction and Detection Dataset for Turkish ↗Atakan Kara, Farrin Marouf Sofian, Andrew Bond et al. · IJCNLP-AACL 2023 (Findings4 citations
- GLGR: Question-aware Global-to-Local Graph Reasoning for Multi-party Dialogue Reading Comprehension ↗Yanling Li, Bowei Zou, Yifan Fan et al.4 citations
- Gauging the Gap Between Human and Machine Text Simplification Through Analytical Evaluation of Simplification Strategies and Errors ↗Daichi Yamaguchi, Rei Miyata, Sayuka Shimada et al.4 citations
- Generative Calibration for In-context Learning ↗Zhongtao Jiang, Yuanzhe Zhang, Cao Liu et al.4 citations
- Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document ↗Xiangnan Chen, Qian Xiao, Juncheng Li et al.4 citations
- Global-Local Modeling with Prompt-Based Knowledge Enhancement for Emotion Inference in Conversation ↗Renxi Wang, Shi Feng4 citations
- Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers ↗Mosh Levy, Shauli Ravfogel, Yoav Goldberg4 citations
- HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution ↗Ye Liu, Semih Yavuz, Rui Meng et al.4 citations
- Handshape-Aware Sign Language Recognition: Extended Datasets and Exploration of Handshape-Inclusive Methods ↗Xuan Zhang, Kevin Duh4 citations
- Hiding in Plain Sight: Tweets with Hate Speech Masked by Homoglyphs ↗Portia Cooper, Mihai Surdeanu, Eduardo Blanco4 citations
- Hierarchical Catalogue Generation for Literature Review: A Benchmark ↗Kun Zhu, Xiaocheng Feng, Xiachong Feng et al.4 citations
- Hierarchical3D Adapters for Long Video-to-text Summarization ↗Pinelopi Papalampidi, Mirella Lapata4 citations
- HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling ↗Junwen Zhang, Yin Zhang4 citations
- History repeats: Overcoming catastrophic forgetting for event-centric temporal knowledge graph completion ↗Mehrnoosh Mirtaheri, Mohammad Rostami, Aram Galstyan4 citations
- Honey, I Shrunk the Language: Language Model Behavior at Reduced Scale. ↗Vijeta Deshpande, Dan Pechi, Shree Thatte et al.4 citations
- How Many Answers Should I Give? An Empirical Study of Multi-Answer Reading Comprehension ↗Chen Zhang, Jiuheng Lin, Xiao Liu et al.4 citations
- HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models ↗Yuqi Ren, Deyi Xiong4 citations
- HyHTM: Hyperbolic Geometry-based Hierarchical Topic Model ↗Simra Shahid, Tanay Anand, Nikitha Srikanth et al.4 citations
- IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning ↗Zihang Xu, Ziqing Yang, Yiming Cui et al.4 citations
- Implicit Temporal Reasoning for Evidence-Based Fact-Checking ↗Liesbeth Allein, Marlon Saelens, Ruben Cartuyvels et al.4 citations
- Improved Visual Story Generation with Adaptive Context Modeling ↗Zhangyin Feng, Yuchen Ren, Xinmiao Yu et al.4 citations
- Improving Classifier Robustness through Active Generative Counterfactual Data Augmentation ↗Ananth Balashankar, Xuezhi Wang, Yao Qin et al.4 citations
- Intuitive Multilingual Audio-Visual Speech Recognition with a Single-Trained Model ↗Joanna Hong, Se Park, Yong Ro4 citations
- It Takes Two to Tango: Navigating Conceptualizations of NLP Tasks and Measurements of Performance ↗Arjun Subramonian, Xingdi Yuan, Hal Daumé III et al.4 citations
- Label Agnostic Pre-training for Zero-shot Text Classification ↗Christopher Clarke, Yuzhao Heng, Yiping Kang et al.4 citations
- Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts ↗Deepanway Ghosal, Navonil Majumder, Roy Lee et al.4 citations
- Large Language Models and Low-Resource Languages: An Examination of Armenian NLP ↗Hayastan Avetisyan, David Broneske · IJCNLP-AACL 2023 (Findings4 citations
- Learn Your Tokens: Word-Pooled Tokenization for Language Modeling ↗Avijit Thawani, Saurabh Ghanekar, Xiaoyuan Zhu et al.4 citations
- Learn to Not Link: Exploring NIL Prediction in Entity Linking ↗Fangwei Zhu, Jifan Yu, Hailong Jin et al.4 citations
- Learning Query Adaptive Anchor Representation for Inductive Relation Prediction ↗Zhiwen Xie, Yi Zhang, Jin Liu et al.4 citations
- Learning Semantic Role Labeling from Compatible Label Sequences ↗Tao Li, Ghazaleh Kazeminejad, Susan Brown et al.4 citations
- LogicAttack: Adversarial Attacks for Evaluating Logical Consistency of Natural Language Inference ↗Mutsumi Nakamura, Santosh Mashetty, Mihir Parmar et al.4 citations
- Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models ↗Borui Wang, Qiuyuan Huang, Budhaditya Deb et al.4 citations
- Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting ↗Qingting Xu, Yu Hong, Fubang Zhao et al.4 citations
- MAFiD: Moving Average Equipped Fusion-in-Decoder for Question Answering over Tabular and Textual Data ↗Sung-Min Lee, Eunhwan Park, Daeryong Seo et al.4 citations
- MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding ↗Zhiqi Huang, Dongsheng Chen, Zhihong Zhu et al.4 citations
- MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space ↗Hanxing Ding, Liang Pang, Zihao Wei et al.4 citations
- Making Body Movement in Sign Language Corpus Accessible for Linguists and Machines with Three-Dimensional Normalization of MediaPipe ↗Victor Skobov, Mayumi Bono4 citations
- Masked Audio Text Encoders are Effective Multi-Modal Rescorers ↗Jinglun Cai, Monica Sunkara, Xilai Li et al.4 citations
- Masked Path Modeling for Vision-and-Language Navigation ↗Zi-Yi Dou, Feng Gao, Nanyun Peng4 citations
- Measuring and Mitigating Local Instability in Deep Neural Networks ↗Arghya Datta, Subhrangshu Nandi, Jingcheng Xu et al.4 citations
- Meta-Learning of Prompt Generation for Lightweight Prompt Engineering on Language-Model-as-a-Service ↗Hyeonmin Ha, Jihye Lee, Wookje Han et al.4 citations
- Mind the Gap Between Conversations for Improved Long-Term Dialogue Generation ↗Qiang Zhang, Jason Naradowsky, Yusuke Miyao4 citations
- Mining Effective Features Using Quantum Entropy for Humor Recognition ↗Yang Liu, Yuexian Hou4 citations
- MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking ↗Haoning Zhang, Junwei Bao, Haipeng Sun et al.4 citations
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