Findings of the Association for Computational Linguistics 2023: all accepted papers
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- Computer says “No”: The Case Against Empathetic Conversational AI ↗Alba Curry, Amanda Cercas Curry7 citations
- Cost-effective Distillation of Large Language Models ↗Sayantan Dasgupta, Trevor Cohn, Timothy Baldwin7 citations
- D$^2$TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization ↗Yunlong Liang, Fandong Meng, Jiaan Wang et al.7 citations
- Data-Efficient Methods For Improving Hate Speech Detection ↗Sumegh Roychowdhury, Vikram Gupta7 citations
- Descriptive Prompt Paraphrasing for Target-Oriented Multimodal Sentiment Classification ↗Dan Liu, Lin Li, Xiaohui Tao et al.7 citations
- Dialect-to-Standard Normalization: A Large-Scale Multilingual Evaluation ↗Olli Kuparinen, Aleksandra Miletić, Yves Scherrer7 citations
- Dolphin: A Challenging and Diverse Benchmark for Arabic NLG ↗El Moatez Billah Nagoudi, AbdelRahim Elmadany, Ahmed Oumar El-Shangiti et al.7 citations
- Dynamic Structured Neural Topic Model with Self-Attention Mechanism ↗Nozomu Miyamoto, Masaru Isonuma, Sho Takase et al.7 citations
- Embedding Recycling for Language Models ↗Jon Saad-Falcon, Amanpreet Singh, Luca Soldaini et al.7 citations
- Evaluating the Tradeoff Between Abstractiveness and Factuality in Abstractive Summarization ↗Markus Dreyer, Mengwen Liu, Feng Nan et al.7 citations
- Feature Interactions Reveal Linguistic Structure in Language Models ↗Jaap Jumelet, Willem Zuidema7 citations
- Few-shot Low-resource Knowledge Graph Completion with Reinforced Task Generation ↗Shichao Pei, Qiannan Zhang, Xiangliang Zhang7 citations
- Generative Knowledge Selection for Knowledge-Grounded Dialogues ↗Weiwei Sun, Pengjie Ren, Zhaochun Ren7 citations
- Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection ↗Zheye Deng, Weiqi Wang, Zhaowei Wang et al.7 citations
- Grammatical Error Correction through Round-Trip Machine Translation ↗Yova Kementchedjhieva, Anders Søgaard7 citations
- How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey ↗Jun Bai, Xiaofeng Zhang, Chen Li et al.7 citations
- Improving Contrastive Learning of Sentence Embeddings with Focal InfoNCE ↗Pengyue Hou, Xingyu Li7 citations
- Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation ↗Xi Wang, Hossein Rahmani, Jiqun Liu et al.7 citations
- Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment ↗Boyang Xue, Weichao Wang, Hongru Wang et al.7 citations
- Improving Long Dialogue Summarization with Semantic Graph Representation ↗Yilun Hua, Zhaoyuan Deng, Kathleen McKeown7 citations
- InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT ↗Yichong Xu, Ruochen Xu, Dan Iter et al.7 citations
- Intersectional Stereotypes in Large Language Models: Dataset and Analysis ↗Weicheng Ma, Brian Chiang, Tong Wu et al.7 citations
- LLM aided semi-supervision for efficient Extractive Dialog Summarization ↗Nishant Mishra, Gaurav Sahu, Iacer Calixto et al.7 citations
- Long-tailed Extreme Multi-label Text Classification by the Retrieval of Generated Pseudo Label Descriptions ↗Ruohong Zhang, Yau-Shian Wang, Yiming Yang et al.7 citations
- Mixture of Soft Prompts for Controllable Data Generation ↗Derek Chen, Celine Lee, Yunan Lu et al.7 citations
- Modeling Adversarial Attack on Pre-trained Language Models as Sequential Decision Making ↗Xuanjie Fang, Sijie Cheng, Yang Liu et al.7 citations
- Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design ↗Henry Sprueill, Carl Edwards, Mariefel Olarte et al.7 citations
- Multi-hop Evidence Retrieval for Cross-document Relation Extraction ↗Keming Lu, I-Hung Hsu, Wenxuan Zhou et al.7 citations
- Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints ↗Ran Song, Shizhu He, Shengxiang Gao et al.7 citations
- My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks ↗Tanmay Chavan, Omkar Gokhale, Aditya Kane et al. · IJCNLP-AACL 2023 (Findings7 citations
- NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval ↗Uri Katz, Matan Vetzler, Amir DN Cohen et al.7 citations
- Named Entity Recognition via Machine Reading Comprehension: A Multi-Task Learning Approach ↗Yibo Wang, Wenting Zhao, Yao Wan et al. · IJCNLP-AACL 2023 (Findings7 citations
- On Evaluating and Mitigating Gender Biases in Multilingual Settings ↗Aniket Vashishtha, Kabir Ahuja, Sunayana Sitaram7 citations
- On Robustness of Finetuned Transformer-based NLP Models ↗Pavan Kalyan Reddy Neerudu, Subba Reddy Oota, Mounika Marreddy et al.7 citations
- Pre-trained Speech Processing Models Contain Human-Like Biases that Propagate to Speech Emotion Recognition ↗Isaac Slaughter, Craig Greenberg, Reva Schwartz et al.7 citations
- PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition ↗Sihao Chen, Senaka Buthpitiya, Alex Fabrikant et al.7 citations
- Prototype-Based Interpretability for Legal Citation Prediction ↗Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan et al.7 citations
- Recurrent Attention Networks for Long-text Modeling ↗Xianming Li, Zongxi Li, Xiaotian Luo et al.7 citations
- Reliable Gradient-free and Likelihood-free Prompt Tuning ↗Maohao Shen, Soumya Ghosh, Prasanna Sattigeri et al.7 citations
- Retrieving Relevant Context to Align Representations for Cross-lingual Event Detection ↗Chien Nguyen, Linh Ngo, Thien Nguyen7 citations
- Robustness-Aware Word Embedding Improves Certified Robustness to Adversarial Word Substitutions ↗Yibin Wang, Yichen Yang, Di He et al.7 citations
- Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems ↗Lidiya Murakhovs'ka, Philippe Laban, Tian Xie et al.7 citations
- Semantic Decomposition of Question and SQL for Text-to-SQL Parsing ↗Ben Eyal, Moran Mahabi, Ophir Haroche et al.7 citations
- T5Score: Discriminative Fine-tuning of Generative Evaluation Metrics ↗Yiwei Qin, Weizhe Yuan, Graham Neubig et al.7 citations
- TADA : Task Agnostic Dialect Adapters for English ↗William Held, Caleb Ziems, Diyi Yang7 citations
- TaTA: A Multilingual Table-to-Text Dataset for African Languages ↗Sebastian Gehrmann, Sebastian Ruder, Vitaly Nikolaev et al.7 citations
- Text Augmentation Using Dataset Reconstruction for Low-Resource Classification ↗Adir Rahamim, Guy Uziel, Esther Goldbraich et al.7 citations
- Text Generation Model Enhanced with Semantic Information in Aspect Category Sentiment Analysis ↗Tu Tran, Kiyoaki Shirai, Natthawut Kertkeidkachorn7 citations
- The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation ↗Hao Peng, Xiaozhi Wang, Feng Yao et al.7 citations
- The Intended Uses of Automated Fact-Checking Artefacts: Why, How and Who ↗Michael Schlichtkrull, Nedjma Ousidhoum, Andreas Vlachos7 citations
- The Web Can Be Your Oyster for Improving Language Models ↗Junyi Li, Tianyi Tang, Wayne Xin Zhao et al.7 citations
- Towards Better Hierarchical Text Classification with Data Generation ↗Yue Wang, Dan Qiao, Juntao Li et al.7 citations
- Towards Enhancing Relational Rules for Knowledge Graph Link Prediction ↗Shuhan Wu, Huaiyu Wan, Wei Chen et al.7 citations
- Towards Informative Few-Shot Prompt with Maximum Information Gain for In-Context Learning ↗Hongfu Liu, Ye Wang7 citations
- Towards a Unified Framework for Reference Retrieval and Related Work Generation ↗Zhengliang Shi, Shen Gao, Zhen Zhang et al.7 citations
- Tunable Soft Prompts are Messengers in Federated Learning ↗Chenhe Dong, Yuexiang Xie, Bolin Ding et al.7 citations
- UniCOQE: Unified Comparative Opinion Quintuple Extraction As A Set ↗Zinong Yang, Feng Xu, Jianfei Yu et al.7 citations
- Unsupervised Multi-document Summarization with Holistic Inference ↗Haopeng Zhang, Sangwoo Cho, Kaiqiang Song et al. · IJCNLP-AACL 2023 (Findings7 citations
- Unsupervised Task Graph Generation from Instructional Video Transcripts ↗Lajanugen Logeswaran, Sungryull Sohn, Yunseok Jang et al.7 citations
- Values, Ethics, Morals? On the Use of Moral Concepts in NLP Research ↗Karina Vida, Judith Simon, Anne Lauscher7 citations
- Visual Elements Mining as Prompts for Instruction Learning for Target-Oriented Multimodal Sentiment Classification ↗Bin Yang, Jinlong Li7 citations
- A Text-to-Text Model for Multilingual Offensive Language Identification ↗Tharindu Ranasinghe, Marcos Zampieri · IJCNLP-AACL 2023 (Findings6 citations
- A Zero-Shot Language Agent for Computer Control with Structured Reflection ↗Tao Li, Gang Li, Zhiwei Deng et al.6 citations
- AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets ↗Yu Lu, Junwei Bao, Zichen Ma et al.6 citations
- Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training ↗Xia Zeng, Arkaitz Zubiaga6 citations
- Approximating Two-Layer Feedforward Networks for Efficient Transformers ↗Róbert Csordás, Kazuki Irie, Jürgen Schmidhuber6 citations
- Are the Best Multilingual Document Embeddings simply Based on Sentence Embeddings? ↗Sonal Sannigrahi, Josef van Genabith, Cristina España-Bonet6 citations
- Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis ↗Heyan Chai, Ziyi Yao, Siyu Tang et al.6 citations
- BanLemma: A Word Formation Dependent Rule and Dictionary Based Bangla Lemmatizer ↗Sadia Afrin, Md. Shahad Mahmud Chowdhury, Md. Islam et al.6 citations
- Benchmark Data and Evaluation Framework for Intent Discovery Around COVID-19 Vaccine Hesitancy ↗Shai Gretz, Assaf Toledo, Roni Friedman et al.6 citations
- Better Language Models of Code through Self-Improvement ↗Hung Quoc To, Nghi D. Q. Bui, Jin Guo et al.6 citations
- Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models ↗Yuhui Zhang, Michihiro Yasunaga, Zhengping Zhou et al.6 citations
- Boosting Distress Support Dialogue Responses with Motivational Interviewing Strategy ↗Anuradha Welivita, Pearl Pu6 citations
- C2D2 Dataset: A Resource for the Cognitive Distortion Analysis and Its Impact on Mental Health ↗Bichen Wang, Pengfei Deng, Yanyan Zhao et al.6 citations
- COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP ↗Fanny Jourdan, Agustin Picard, Thomas Fel et al.6 citations
- Causal Intervention for Abstractive Related Work Generation ↗Jiachang Liu, Qi Zhang, Chongyang Shi et al.6 citations
- Clustering-Aware Negative Sampling for Unsupervised Sentence Representation ↗Jinghao Deng, Fanqi Wan, Tao Yang et al.6 citations
- Commonsense Knowledge Graph Completion Via Contrastive Pretraining and Node Clustering ↗Siwei Wu, Xiangqing Shen, Rui Xia6 citations
- Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction ↗Hao Fei, Meishan Zhang, Min Zhang et al.6 citations
- Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering ↗Kosuke Akimoto, Kunihiro Takeoka, Masafumi Oyamada6 citations
- Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension ↗Chen Zhang, Yuxuan Lai, Yansong Feng et al.6 citations
- Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs ↗Yihong Liu, Haotian Ye, Leonie Weissweiler et al.6 citations
- Difference-Masking: Choosing What to Mask in Continued Pretraining ↗Alex Wilf, Syeda Akter, Leena Mathur et al.6 citations
- Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under DiscussionWei-Jen Ko, Yating Wu, Cutter Dalton et al.6 citations · our summary
- Does Transliteration Help Multilingual Language Modeling? ↗Ibraheem Muhammad Moosa, Mahmud Elahi Akhter, Ashfia Binte Habib6 citations
- Domain Adaptation for Sentiment Analysis Using Robust Internal Representations ↗Mohammad Rostami, Digbalay Bose, Shrikanth Narayanan et al.6 citations
- Double Retrieval and Ranking for Accurate Question Answering ↗Zeyu Zhang, Thuy Vu, Alessandro Moschitti6 citations
- ESPVR: Entity Spans Position Visual Regions for Multimodal Named Entity Recognition ↗Xiujiao Li, Guanglu Sun, Xinyu Liu6 citations
- Easy-to-Hard Learning for Information Extraction ↗Chang Gao, Wenxuan Zhang, Wai Lam et al.6 citations
- Efficient Out-of-Domain Detection for Sequence to Sequence Models ↗Artem Vazhentsev, Akim Tsvigun, Roman Vashurin et al.6 citations
- Emptying the Ocean with a Spoon: Should We Edit Models? ↗Yuval Pinter, Michael Elhadad6 citations
- End-to-end Aspect-based Sentiment Analysis with Combinatory Categorial Grammar ↗Yuanhe Tian, Weidong Chen, Bo Hu et al.6 citations
- Exploring the Impact of Vision Features in News Image Captioning ↗Junzhe Zhang, Xiaojun Wan6 citations
- Exploring the Potential of Large Language Models in Generating Code-Tracing Questions for Introductory Programming Courses ↗Aysa Fan, Ranran Haoran Zhang, Luc Paquette et al.6 citations
- Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation ↗Maha Elbayad, Anna Sun, Shruti Bhosale6 citations
- From chocolate bunny to chocolate crocodile: Do Language Models Understand Noun Compounds? ↗Albert Coil, Vered Shwartz6 citations
- GRACE: Discriminator-Guided Chain-of-Thought Reasoning ↗Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee et al.6 citations
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