Findings of the Association for Computational Linguistics 2023: all accepted papers
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- Explain-then-translate: an analysis on improving program translation with self-generated explanations ↗Zilu Tang, Mayank Agarwal, Alexander Shypula et al.10 citations
- ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist Examination ↗Dongfang Li, Jindi Yu, Baotian Hu et al.10 citations
- FluentSpeech: Stutter-Oriented Automatic Speech Editing with Context-Aware Diffusion Models ↗Ziyue Jiang, Qian Yang, Jialong Zuo et al.10 citations
- From Chaos to Clarity: Claim Normalization to Empower Fact-Checking ↗Megha Sundriyal, Tanmoy Chakraborty, Preslav Nakov10 citations
- GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence ↗Zhihua Wen, Zhiliang Tian, Wei Wu et al.10 citations
- GenKIE: Robust Generative Multimodal Document Key Information Extraction ↗Panfeng Cao, Ye Wang, Qiang Zhang et al.10 citations
- Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge ↗Fanfan Wang, Jianfei Yu, Rui Xia10 citations
- Impact of Adversarial Training on Robustness and Generalizability of Language Models ↗Enes Altinisik, Hassan Sajjad, Husrev Sencar et al.10 citations
- Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation ↗Cong-Duy Nguyen, Thong Nguyen, Duc Anh Vu et al.10 citations
- Improving Radiology Summarization with Radiograph and Anatomy Prompts ↗Jinpeng Hu, Zhihong Chen, Yang Liu et al.10 citations
- Is ChatGPT the ultimate Data Augmentation Algorithm? ↗Frédéric Piedboeuf, Philippe Langlais10 citations
- JobXMLC: EXtreme Multi-Label Classification of Job Skills with Graph Neural Networks ↗Nidhi Goyal, Jushaan Kalra, Charu Sharma et al.10 citations
- Learning Interpretable Style Embeddings via Prompting LLMs ↗Ajay Patel, Delip Rao, Ansh Kothary et al.10 citations
- Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding ↗Lorenzo Jaime Flores, Heyuan Huang, Kejian Shi et al.10 citations
- MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic ↗Damien Sileo, Antoine Lernould10 citations
- Modular and On-demand Bias Mitigation with Attribute-Removal Subnetworks ↗Lukas Hauzenberger, Shahed Masoudian, Deepak Kumar et al.10 citations
- MultiFin: A Dataset for Multilingual Financial NLP ↗Rasmus Jørgensen, Oliver Brandt, Mareike Hartmann et al.10 citations
- Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding ↗Yu Zhang, Hao Cheng, Zhihong Shen et al.10 citations
- Prosody-TTS: Improving Prosody with Masked Autoencoder and Conditional Diffusion Model For Expressive Text-to-Speech ↗Rongjie Huang, Chunlei Zhang, Yi Ren et al.10 citations
- Reasoning in Large Language Models Through Symbolic Math Word Problems ↗Vedant Gaur, Nikunj Saunshi10 citations
- Retrieval-Augmented Few-shot Text Classification ↗Guoxin Yu, Lemao Liu, Haiyun Jiang et al.10 citations
- Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training ↗Haode Zhang, Haowen Liang, Liming Zhan et al.10 citations
- Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection ↗Shadi Iskander, Kira Radinsky, Yonatan Belinkov10 citations
- Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data ↗Xinze Li, Zhenghao Liu, Chenyan Xiong et al.10 citations
- Structured Persuasive Writing Support in Legal Education: A Model and Tool for German Legal Case Solutions ↗Florian Weber, Thiemo Wambsganss, Seyed Parsa Neshaei et al.10 citations
- Syntax-Aware Retrieval Augmented Code Generation ↗Xiangyu Zhang, Yu Zhou, Guang Yang et al.10 citations
- TR-Rules: Rule-based Model for Link Forecasting on Temporal Knowledge Graph Considering Temporal Redundancy ↗Ningyuan Li, Haihong E, Shi Li et al.10 citations
- Task-Attentive Transformer Architecture for Continual Learning of Vision-and-Language Tasks Using Knowledge Distillation ↗Yuliang Cai, Jesse Thomason, Mohammad Rostami10 citations
- This prompt is measuring \ensuremath<mask\ensuremath>: evaluating bias evaluation in language models ↗Seraphina Goldfarb-Tarrant, Eddie Ungless, Esma Balkir et al.10 citations
- Towards large language model-based personal agents in the enterprise: Current trends and open problems ↗Vinod Muthusamy, Yara Rizk, Kiran Kate et al.10 citations
- Toxicity in Multilingual Machine Translation at Scale ↗Marta R. Costa-jussà, Eric Smith, Christophe Ropers et al.10 citations
- TransGEC: Improving Grammatical Error Correction with Translationese ↗Tao Fang, Xuebo Liu, Derek F. Wong et al.10 citations
- Tucker Decomposition with Frequency Attention for Temporal Knowledge Graph Completion ↗Likang Xiao, Richong Zhang, Zijie Chen et al.10 citations
- Unifying Text, Tables, and Images for Multimodal Question Answering ↗Haohao Luo, Ying Shen, Yang Deng10 citations
- Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance ↗Thiemo Wambsganss, Xiaotian Su, Vinitra Swamy et al.10 citations
- Video-Text Retrieval by Supervised Sparse Multi-Grained Learning ↗Yimu Wang, Peng Shi10 citations
- Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport ↗Zihao Wang, Weizhi Fei, Hang Yin et al.10 citations
- Who Wrote it and Why? Prompting Large-Language Models for Authorship Verification ↗Chia-Yu Hung, Zhiqiang Hu, Yujia Hu et al.10 citations
- vONTSS: vMF based semi-supervised neural topic modeling with optimal transport ↗Weijie Xu, Xiaoyu Jiang, Srinivasan Sengamedu Hanumantha Rao et al.10 citations
- A Black-Box Attack on Code Models via Representation Nearest Neighbor Search ↗Jie Zhang, Wei Ma, Qiang Hu et al.9 citations
- ANALOGICAL - A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models ↗Thilini Wijesiriwardene, Ruwan Wickramarachchi, Bimal Gajera et al.9 citations
- AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach ↗Jia Guo, Liying Cheng, Wenxuan Zhang et al.9 citations
- Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation ↗Xuxin Cheng, Zhihong Zhu, Wanshi Xu et al.9 citations
- An Adaptive Prompt Generation Framework for Task-oriented Dialogue System ↗Jun Gao, Liuyu Xiang, Huijia Wu et al.9 citations
- An Extended Sequence Tagging Vocabulary for Grammatical Error Correction ↗Stuart Mesham, Christopher Bryant, Marek Rei et al.9 citations
- AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models ↗Siqi Ouyang, Lei Li9 citations
- Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison ↗Shuo Sun, Yuchen Zhang, Jiahuan Yan et al.9 citations
- Benchmarking Diverse-Modal Entity Linking with Generative Models ↗Sijia Wang, Alexander Hanbo Li, Henghui Zhu et al.9 citations
- BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance ↗Karel D'Oosterlinck, François Remy, Johannes Deleu et al.9 citations
- Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? ↗Xiaoxi Kang, Lizhen Qu, Lay-Ki Soon et al.9 citations
- Causal Reasoning of Entities and Events in Procedural Texts ↗Li Zhang, Hainiu Xu, Yue Yang et al.9 citations
- Check-COVID: Fact-Checking COVID-19 News Claims with Scientific Evidence ↗Gengyu Wang, Kate Harwood, Lawrence Chillrud et al.9 citations
- Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs ↗Zijie Huang, Daheng Wang, Binxuan Huang et al.9 citations
- Context Generation Improves Open Domain Question Answering ↗Dan Su, Mostofa Patwary, Shrimai Prabhumoye et al.9 citations
- Context Helps Determine Spatial Knowledge from Tweets ↗Zhaomin Xiao, Yan Huang, Eduardo Blanco · IJCNLP-AACL 2023 (Findings9 citations
- Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding ↗Qian Li, Shafiq Joty, Daling Wang et al.9 citations
- Coverage-based Example Selection for In-Context Learning ↗Shivanshu Gupta, Matt Gardner, Sameer Singh9 citations
- Critic-Guided Decoding for Controlled Text Generation ↗Minbeom Kim, Hwanhee Lee, Kang Min Yoo et al.9 citations
- DLAMA: A Framework for Curating Culturally Diverse Facts for Probing the Knowledge of Pretrained Language Models ↗Amr Keleg, Walid Magdy9 citations
- Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification ↗Anni Zou, Zhuosheng Zhang, Hai Zhao9 citations
- Defending against Insertion-based Textual Backdoor Attacks via Attribution ↗Jiazhao Li, Zhuofeng Wu, Wei Ping et al.9 citations
- Delving Deeper into Cross-lingual Visual Question Answering ↗Chen Cecilia Liu, Jonas Pfeiffer, Anna Korhonen et al.9 citations
- Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models ↗Sumuk Shashidhar, Abhinav Chinta, Vaibhav Sahai et al.9 citations
- Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker ↗Sukmin Cho, Soyeong Jeong, Jeong yeon Seo et al.9 citations
- Entity-Aware Dual Co-Attention Network for Fake News Detection ↗Sin-han Yang, Chung-chi Chen, Hen-Hsen Huang et al.9 citations
- Exploiting Pseudo Image Captions for Multimodal Summarization ↗Chaoya Jiang, Rui Xie, Wei Ye et al.9 citations
- Few-shot Classification with Hypersphere Modeling of Prototypes ↗Ning Ding, Yulin Chen, Ganqu Cui et al.9 citations
- Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features ↗Sishuo Chen, Wenkai Yang, Xiaohan Bi et al.9 citations
- Forecasting Earnings Surprises from Conference Call Transcripts ↗Ross Koval, Nicholas Andrews, Xifeng Yan9 citations
- From Relevance to Utility: Evidence Retrieval with Feedback for Fact Verification ↗Hengran Zhang, Ruqing Zhang, Jiafeng Guo et al.9 citations
- GNN-SL: Sequence Labeling Based on Nearest Examples via GNN ↗Shuhe Wang, Yuxian Meng, Rongbin Ouyang et al.9 citations
- GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs ↗Yichuan Li, Kaize Ding, Kyumin Lee9 citations
- Generalizing Few-Shot Named Entity Recognizers to Unseen Domains with Type-Related Features ↗Zihan Wang, Ziqi Zhao, Zhumin Chen et al.9 citations
- Getting MoRE out of Mixture of Language Model Reasoning Experts ↗Chenglei Si, Weijia Shi, Chen Zhao et al.9 citations
- How Many Data Samples is an Additional Instruction Worth? ↗Ravsehaj Singh Puri, Swaroop Mishra, Mihir Parmar et al.9 citations
- How Reliable Are AI-Generated-Text Detectors? An Assessment Framework Using Evasive Soft Prompts ↗Tharindu Kumarage, Paras Sheth, Raha Moraffah et al.9 citations
- Improving Question Generation with Multi-level Content Planning ↗Zehua Xia, Qi Gou, Bowen Yu et al.9 citations
- Injecting structural hints: Using language models to study inductive biases in language learning ↗Isabel Papadimitriou, Dan Jurafsky9 citations
- InstructoR: Instructing Unsupervised Conversational Dense Retrieval with Large Language Models ↗Zhuoran Jin, Pengfei Cao, Yubo Chen et al.9 citations
- Intent Identification and Entity Extraction for Healthcare Queries in Indic Languages ↗Ankan Mullick, Ishani Mondal, Sourjyadip Ray et al.9 citations
- Intra-Event and Inter-Event Dependency-Aware Graph Network for Event Argument Extraction ↗Hao Li, Yanan Cao, Yubing Ren et al.9 citations
- Is ChatGPT a Good Multi-Party Conversation Solver? ↗Chao-Hong Tan, Jia-Chen Gu, Zhen-Hua Ling9 citations
- JBLiMP: Japanese Benchmark of Linguistic Minimal Pairs ↗Taiga Someya, Yohei Oseki9 citations
- KeFVP: Knowledge-enhanced Financial Volatility Prediction ↗Hao Niu, Yun Xiong, Xiaosu Wang et al.9 citations
- LayoutDIT: Layout-Aware End-to-End Document Image Translation with Multi-Step Conductive Decoder ↗Zhiyang Zhang, Yaping Zhang, Yupu Liang et al.9 citations
- Learned Adapters Are Better Than Manually Designed Adapters ↗Yuming Zhang, Peng Wang, Ming Tan et al.9 citations
- Learning Event-aware Measures for Event Coreference Resolution ↗Yao Yao, Zuchao Li, Hai Zhao9 citations
- Learning from a Friend: Improving Event Extraction via Self-Training with Feedback from Abstract Meaning Representation ↗Zhiyang Xu, Jay Yoon Lee, Lifu Huang9 citations
- Leveraging Contrastive Learning and Knowledge Distillation for Incomplete Modality Rumor Detection ↗Fan Xu, Pinyun Fu, Qi Huang et al.9 citations
- LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing ↗Xiuqing Lv, Peng Zhang, Sunzhu Li et al.9 citations
- Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback ↗Wei Shen, Rui Zheng, Wenyu Zhan et al.9 citations
- Making Better Use of Training Corpus: Retrieval-based Aspect Sentiment Triplet Extraction via Label Interpolation ↗Guoxin Yu, Lemao Liu, Haiyun Jiang et al.9 citations
- Mind the Biases: Quantifying Cognitive Biases in Language Model Prompting ↗Ruixi Lin, Hwee Tou Ng9 citations
- Mini But Mighty: Efficient Multilingual Pretraining with Linguistically-Informed Data Selection ↗Tolúlọpẹ́ Ògúnrẹ̀mí, Dan Jurafsky, Christopher D. Manning9 citations
- Miracle: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute Control ↗Zhenyi Lu, Wei Wei, Xiaoye Qu et al.9 citations
- Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking ↗Keshav Santhanam, Jon Saad-Falcon, Martin Franz et al.9 citations
- NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing ↗Tingting Wu, Xiao Ding, Minji Tang et al.9 citations
- Nonparametric Decoding for Generative Retrieval ↗Hyunji Lee, JaeYoung Kim, Hoyeon Chang et al.9 citations
- OASum: Large-Scale Open Domain Aspect-based Summarization ↗Xianjun Yang, Kaiqiang Song, Sangwoo Cho et al.9 citations
- Pay More Attention to Relation Exploration for Knowledge Base Question Answering ↗Yong Cao, Xianzhi Li, Huiwen Liu et al.9 citations
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