Findings of the Association for Computational Linguistics 2023: all accepted papers
- Enhanced Simultaneous Machine Translation with Word-level Policies ↗Kang Kim, Hankyu Cho
- Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations ↗Zixuan Ling, Xiaoqing Zheng, Jianhan Xu et al.
- Entity Disambiguation on a Tight Labeling Budget ↗Audi Primadhanty, Ariadna Quattoni
- Evaluating Dependencies in Fact Editing for Language Models: Specificity and Implication Awareness ↗Zichao Li, Ines Arous, Siva Reddy et al.
- Evaluation of Question Generation Needs More References ↗Shinhyeok Oh, Hyojun Go, Hyeongdon Moon et al.
- Explanation Graph Generation via Generative Pre-training over Synthetic Graphs ↗Han Cui, Shangzhan Li, Yu Zhang et al.
- Explicit Alignment and Many-to-many Entailment Based Reasoning for Conversational Machine Reading ↗Yangyang Luo, Shiyu Tian, Caixia Yuan et al.
- Exploring Automatically Perturbed Natural Language Explanations in Relation Extraction ↗Wanyun Cui, Xingran Chen
- FaLA: Fast Linear Adaptation for Replacing Backbone Models on Edge Devices ↗Shuo Huang, Lizhen Qu, Xingliang Yuan et al.
- Few-Shot Adaptation for Parsing Contextual Utterances with LLMs ↗Kevin Lin, Patrick Xia, Hao Fang · IJCNLP-AACL 2023 (Findings
- Few-shot Named Entity Recognition with Supported and Dependent Label Representations ↗Yasuhide Miura, Takumi Takahashi · IJCNLP-AACL 2023 (Findings
- Few-shot Unified Question Answering: Tuning Models or Prompts? ↗Srijan Bansal, Semih Yavuz, Bo Pang et al.
- Fixed Input Parameterization for Efficient Prompting ↗Eunbi Choi, Yongrae Jo, Joel Jang et al.
- For Generated Text, Is NLI-Neutral Text the Best Text? ↗Michail Mersinias, Kyle Mahowald
- From Speculation Detection to Trustworthy Relational Tuples in Information Extraction ↗Kuicai Dong, Aixin Sun, Jung-jae Kim et al.
- Fusing Temporal Graphs into Transformers for Time-Sensitive Question Answering ↗Xin Su, Phillip Howard, Nagib Hakim et al.
- G-SPEED: General SParse Efficient Editing MoDel ↗Haoke Zhang, Yue Wang, Juntao Li et al.
- GTA: Gated Toxicity Avoidance for LM Performance Preservation ↗Heegyu Kim, Hyunsouk Cho
- Geo-Seq2seq: Twitter User Geolocation on Noisy Data through Sequence to Sequence Learning ↗Jingyu Zhang, Alexandra DeLucia, Chenyu Zhang et al.
- Going beyond research datasets: Novel intent discovery in the industry setting ↗Aleksandra Chrabrowa, Tsimur Hadeliya, Dariusz Kajtoch et al.
- Grounded and well-rounded: a methodological approach to the study of cross-modal and cross-lingual grounding ↗Timothee Mickus, Elaine Zosa, Denis Paperno
- Grounding the Lexical Substitution Task in Entailment ↗Talgat Omarov, Grzegorz Kondrak
- Guiding AMR Parsing with Reverse Graph Linearization ↗Bofei Gao, Liang Chen, Peiyi Wang et al.
- Headline Token-based Discriminative Learning for Subheading Generation in News Article ↗Joonwon Jang, Misuk Kim
- How Much Syntactic Supervision is “Good Enough”? ↗Hiroshi Noji, Yohei Oseki
- How Well Do Text Embedding Models Understand Syntax? ↗Yan Zhang, Zhaopeng Feng, Zhiyang Teng et al.
- Hybrid-Regressive Paradigm for Accurate and Speed-Robust Neural Machine Translation ↗Qiang Wang, Xinhui Hu, Ming Chen
- IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language Understanding ↗Peijian Gu, Yaozong Shen, Lijie Wang et al.
- INA: An Integrative Approach for Enhancing Negotiation Strategies with Reward-Based Dialogue Agent ↗Zishan Ahmad, Suman Saurabh, Vaishakh Sreekanth Menon et al.
- Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning ↗Justus-Jonas Erker, Stefan Schaffer, Gerasimos Spanakis
- Improved Training of Deep Text Clustering ↗Zonghao Yang, Wenpeng Hu, Yushan Tan et al.
- Improving Diachronic Word Sense Induction with a Nonparametric Bayesian method ↗Ashjan Alsulaimani, Erwan Moreau
- Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent Synthesis ↗Jianqiao Lu, Wenyong Huang, Nianzu Zheng et al.
- Improving Input-label Mapping with Demonstration Replay for In-context Learning ↗Zhuocheng Gong, Jiahao Liu, Qifan Wang et al.
- Improving Span Representation by Efficient Span-Level Attention ↗Pengyu Ji, Songlin Yang, Kewei Tu
- Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs ↗Yuxin Zuo, Bei Li, Chuanhao Lv et al.
- Incorporating Syntactic Knowledge into Pre-trained Language Model using Optimization for Overcoming Catastrophic Forgetting ↗Ran Iwamoto, Issei Yoshida, Hiroshi Kanayama et al.
- IndiSocialFT: Multilingual Word Representation for Indian languages in code-mixed environment ↗Saurabh Kumar, Ranbir Sanasam, Sukumar Nandi
- Infusing Context and Knowledge Awareness in Multi-turn Dialog Understanding ↗Ting-Wei Wu, Biing-Hwang Juang
- Intent Discovery with Frame-guided Semantic Regularization and Augmentation ↗Yajing Sun, Rui Zhang, Jingyuan Yang et al.
- Interpreting Sentiment Composition with Latent Semantic Tree ↗Zhongtao Jiang, Yuanzhe Zhang, Cao Liu et al.
- Intervention-Based Alignment of Code Search with Execution Feedback ↗Hojae Han, Minsoo Kim, Seung-won Hwang et al.
- Investigating the Saliency of Sentiment Expressions in Aspect-Based Sentiment Analysis ↗Joachim Wagner, Jennifer Foster
- Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? ↗Leiyu Pan, Supryadi, Deyi Xiong
- Is the Answer in the Text? Challenging ChatGPT with Evidence Retrieval from Instructive Text ↗Sophie Henning, Talita Anthonio, Wei Zhou et al.
- Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models ↗Yixin Ji, Jikai Wang, Juntao Li et al.
- Isotropy-Enhanced Conditional Masked Language Models ↗Pei Guo, Yisheng Xiao, Juntao Li et al.
- Iterative Nearest Neighbour Machine Translation for Unsupervised Domain Adaptation ↗Hui Huang, Shuangzhi Wu, Xinnian Liang et al.
- JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions ↗Mo Yu, Yi Gu, Xiaoxiao Guo et al.
- Joint Reasoning on Hybrid-knowledge sources for Task-Oriented Dialog ↗Mayank Mishra, Danish Contractor, Dinesh Raghu
- Joint Word and Morpheme Segmentation with Bayesian Non-Parametric Models ↗Shu Okabe, François Yvon
- Knowledge Corpus Error in Question Answering ↗Yejoon Lee, Philhoon Oh, James Thorne
- Knowledge Injection with Perturbation-based Constrained Attention Network for Word Sense Disambiguation ↗Fumiyo Fukumoto, Shou Asakawa · IJCNLP-AACL 2023 (Findings
- LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization ↗Peng Lu, Ahmad Rashid, Ivan Kobyzev et al.
- LMGQS: A Large-scale Dataset for Query-focused Summarization ↗Ruochen Xu, Song Wang, Yang Liu et al.
- Learning Disentangled Representations for Natural Language Definitions ↗Danilo S. Carvalho, Giangiacomo Mercatali, Yingji Zhang et al.
- Learning Dynamic Representations for Discourse Dependency Parsing ↗Tianyi Liu, Yansong Feng, Dongyan Zhao
- Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefix ↗Kuan-Hao Huang, Liang Tan, Rui Hou et al.
- Learning from Children: Improving Image-Caption Pretraining via Curriculum ↗Hammad Ayyubi, Rahul Lokesh, Alireza Zareian et al.
- Learning to Abstract with Nonparametric Variational Information Bottleneck ↗Melika Behjati, Fabio Fehr, James Henderson
- Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning ↗Minghao Tang, Yongquan He, Yongxiu Xu et al.
- Learning under Label Proportions for Text Classification ↗Jatin Chauhan, Xiaoxuan Wang, Wei Wang
- Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning ↗Chang Liu, Chongyang Tao, Jianxin Liang et al.
- Leveraging Explicit Procedural Instructions for Data-Efficient Action Prediction ↗Julia White, Arushi Raghuvanshi, Yada Pruksachatkun
- Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers ↗Kangda Wei, Sayan Ghosh, Rakesh Menon et al.
- Licon: A Diverse, Controllable and Challenging Linguistic Concept Learning Benchmark ↗Shenglong Yu, Ying Zhang, Wenya Guo et al.
- Lightweight Spatial Modeling for Combinatorial Information Extraction From Documents ↗Yanfei Dong, Lambert Deng, Jiazheng Zhang et al.
- Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration ↗Dongkyu Lee, Gyeonghun Kim, Janghoon Han et al.
- Logic Unveils Truth, While Disguise Obscures It: Transition Logic Augmented Response Selection for Multi-Turn Dialogue ↗Tingchen Fu, Xueliang Zhao, Lemao Liu et al.
- Long to reign over us: A Case Study of Machine Translation and a New Monarch ↗Rebecca Knowles, Samuel Larkin
- MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types ↗Keerthiram Murugesan, Sarathkrishna Swaminathan, Soham Dan et al.
- MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document ↗Zheng Chu, Zekun Wang, Jiafeng Liang et al.
- MTR: A Dataset Fusing Inductive, Deductive, and Defeasible Reasoning ↗Yitian Li, Jidong Tian, Caoyun Fan et al.
- MUX-PLMs: Data Multiplexing for High-throughput Language Models ↗Vishvak Murahari, Ameet Deshpande, Carlos Jimenez et al.
- Machine Reading Comprehension using Case-based Reasoning ↗Dung Thai, Dhruv Agarwal, Mudit Chaudhary et al.
- Making Pre-trained Language Models both Task-solvers and Self-calibrators ↗Yangyi Chen, Xingyao Wang, Heng Ji
- Mandarin classifier systems optimize to accommodate communicative pressures ↗Yamei Wang, Géraldine Walther
- Manifold-Preserving Transformers are Effective for Short-Long Range Encoding ↗Ayan Sengupta, Md. Shad Akhtar, Tanmoy Chakraborty
- Measure Children's Mindreading Ability with Machine Reading ↗Yuliang Yan, Xiaohua Wang, Xiang Zhou et al.
- Measuring bias in Instruction-Following models with P-AT ↗Dario Onorati, Elena Sofia Ruzzetti, Davide Venditti et al.
- Meta-training with Demonstration Retrieval for Efficient Few-shot Learning ↗Aaron Mueller, Kanika Narang, Lambert Mathias et al.
- Mitigating Framing Bias with Polarity Minimization Loss ↗Yejin Bang, Nayeon Lee, Pascale Fung
- Model Analysis & Evaluation for Ambiguous Question Answering ↗Konstantinos Papakostas, Irene Papadopoulou
- Model Intrinsic Features of Fine-tuning based Text Summarization Models for Factual Consistency ↗Jongyoon Song, Nohil Park, Bongkyu Hwang et al.
- Mulan: A Multi-Level Alignment Model for Video Question Answering ↗Yu Fu, Cong Cao, Yuling Yang et al.
- Multi Document Summarization Evaluation in the Presence of Damaging Content ↗Avshalom Manevich, David Carmel, Nachshon Cohen et al.
- Multi-Granularity Information Interaction Framework for Incomplete Utterance Rewriting ↗Haowei Du, Dinghao Zhang, Chen Li et al.
- Multi-Relational Probabilistic Event Representation Learning via Projected Gaussian Embedding ↗Linhai Zhang, Congzhi Zhang, Deyu Zhou
- Multi-Target Semantic Parsing with Collaborative Deliberation Network ↗Xiang Li, Fangyu Lei, Shizhu He et al. · IJCNLP-AACL 2023 (Findings
- Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection ↗Zhengyuan Liu, Hai Leong Chieu, Nancy Chen
- Multilingual Lottery Tickets to Pretrain Language Models ↗Jaeseong Lee, Seung-won Hwang
- NarrativeXL: a Large-scale Dataset for Long-Term Memory Models ↗Arsenii Moskvichev, Ky-Vinh Mai
- Noisy Self-Training with Synthetic Queries for Dense Retrieval ↗Fan Jiang, Tom Drummond, Trevor Cohn
- Non-Compositionality in Sentiment: New Data and Analyses ↗Verna Dankers, Christopher Lucas
- Non-compositional Expression Generation Based on Curriculum Learning and Continual Learning ↗Jianing Zhou, Ziheng Zeng, Hongyu Gong et al.
- NormNet: Normalize Noun Phrases for More Robust NLP ↗Minlong Peng, Mingming Sun
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