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# Findings of the Association for Computational Linguistics 2023: all accepted papers

2,194 papers · page 3 of 22 · the most cited first · [← Findings of the Association for Computational Linguistics 2023](https://md.research.elamur.ai/free/en/venues/findings/2023/)

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201. **[TransESC: Smoothing Emotional Support Conversation via Turn-Level State Transition ↗](https://aclanthology.org/2023.findings-acl.420/)**Weixiang Zhao, Yanyan Zhao, Shilong Wang et al.*23 citations*
202. **[ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding](https://md.research.elamur.ai/free/en/papers/shaham-2023-zeroscrolls-zero-shot-benchmark-long/)**Uri Shaham, Maor Ivgi, Avia Efrat et al.*23 citations · our summary*
203. **[An Investigation of Evaluation Methods in Automatic Medical Note Generation ↗](https://aclanthology.org/2023.findings-acl.161/)**Asma Ben Abacha, Wen-wai Yim, George Michalopoulos et al.*22 citations*
204. **[Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models ↗](https://aclanthology.org/2023.findings-acl.417/)**Qiang Zhang, Jason Naradowsky, Yusuke Miyao*22 citations*
205. **[Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction ↗](https://aclanthology.org/2023.findings-emnlp.153/)**Xilai Ma, Jing Li, Min Zhang*22 citations*
206. **[CoEdIT: Text Editing by Task-Specific Instruction Tuning ↗](https://aclanthology.org/2023.findings-emnlp.350/)**Vipul Raheja, Dhruv Kumar, Ryan Koo et al.*22 citations*
207. **[Don't Lose Yourself! Empathetic Response Generation via Explicit Self-Other Awareness ↗](https://aclanthology.org/2023.findings-acl.843/)**Weixiang Zhao, Yanyan Zhao, Xin Lu et al.*22 citations*
208. **[HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning ↗](https://aclanthology.org/2023.findings-emnlp.365/)**Yongjin Yang, Joonkee Kim, Yujin Kim et al.*22 citations*
209. **[Improving Contrastive Learning of Sentence Embeddings from AI Feedback ↗](https://aclanthology.org/2023.findings-acl.707/)**Qinyuan Cheng, Xiaogui Yang, Tianxiang Sun et al.*22 citations*
210. **[MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages ↗](https://aclanthology.org/2023.findings-eacl.20/)**Zhiruo Wang, Grace Cuenca, Shuyan Zhou et al.*22 citations*
211. **[Self-adaptive Context and Modal-interaction Modeling For Multimodal Emotion Recognition ↗](https://aclanthology.org/2023.findings-acl.390/)**Haozhe Yang, Xianqiang Gao, Jianlong Wu et al.*22 citations*
212. **[Tab-CoT: Zero-shot Tabular Chain of Thought ↗](https://aclanthology.org/2023.findings-acl.651/)**Jin Ziqi, Wei Lu*22 citations*
213. **[Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue System ↗](https://aclanthology.org/2023.findings-acl.464/)**Namo Bang, Jeehyun Lee, Myoung-Wan Koo*22 citations*
214. **[Adapting Pretrained Text-to-Text Models for Long Text Sequences ↗](https://aclanthology.org/2023.findings-emnlp.370/)**Wenhan Xiong, Anchit Gupta, Shubham Toshniwal et al.*21 citations*
215. **[Chain of Thought Prompting Elicits Knowledge Augmentation ↗](https://aclanthology.org/2023.findings-acl.408/)**Dingjun Wu, Jing Zhang, Xinmei Huang*21 citations*
216. **[Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting ↗](https://aclanthology.org/2023.findings-emnlp.284/)**Zhiyu Chen, Yujie Lu, William Wang*21 citations*
217. **[FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference ↗](https://aclanthology.org/2023.findings-acl.732/)**Michiel de Jong, Yury Zemlyanskiy, Joshua Ainslie et al.*21 citations*
218. **[Importance of Synthesizing High-quality Data for Text-to-SQL Parsing ↗](https://aclanthology.org/2023.findings-acl.86/)**Yiqun Hu, Yiyun Zhao, Jiarong Jiang et al.*21 citations*
219. **[RHGN: Relation-gated Heterogeneous Graph Network for Entity Alignment in Knowledge Graphs ↗](https://aclanthology.org/2023.findings-acl.553/)**Xukai Liu, Kai Zhang, Ye Liu et al.*21 citations*
220. **[Replace and Report: NLP Assisted Radiology Report Generation ↗](https://aclanthology.org/2023.findings-acl.683/)**Kaveri Kale, Pushpak Bhattacharyya, Kshitij Jadhav*21 citations*
221. **[Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation ↗](https://aclanthology.org/2023.findings-acl.820/)**Xingdi Yuan, Tong Wang, Yen-Hsiang Wang et al.*21 citations*
222. **[Speech-to-Speech Translation for a Real-world Unwritten Language ↗](https://aclanthology.org/2023.findings-acl.307/)**Peng-Jen Chen, Kevin Tran, Yilin Yang et al.*21 citations*
223. **[Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting ↗](https://aclanthology.org/2023.findings-emnlp.977/)**Benjamin Yan, Ruochen Liu, David Kuo et al.*21 citations*
224. **[Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models ↗](https://aclanthology.org/2023.findings-emnlp.611/)**Hongzhan Lin, Ziyang Luo, Jing Ma et al.*20 citations*
225. **[CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models ↗](https://aclanthology.org/2023.findings-emnlp.568/)**Denis McInerney, Geoffrey Young, Jan-Willem van de Meent et al.*20 citations*
226. **[Know What I don't Know: Handling Ambiguous and Unknown Questions for Text-to-SQL ↗](https://aclanthology.org/2023.findings-acl.352/)**Bing Wang, Yan Gao, Zhoujun Li et al.*20 citations*
227. **[Language acquisition: do children and language models follow similar learning stages?](https://md.research.elamur.ai/free/en/papers/evanson-2023-language-acquisition-children-language-models/)**Linnea Evanson, Yair Lakretz, Jean Rémi King*20 citations · our summary*
228. **[MVP: Multi-task Supervised Pre-training for Natural Language Generation ↗](https://aclanthology.org/2023.findings-acl.558/)**Tianyi Tang, Junyi Li, Wayne Xin Zhao et al.*20 citations*
229. **[Manipulating the Perceived Personality Traits of Language Models ↗](https://aclanthology.org/2023.findings-emnlp.156/)**Graham Caron, Shashank Srivastava*20 citations*
230. **[SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting ↗](https://aclanthology.org/2023.findings-emnlp.891/)**Xiaoying Zhang, Baolin Peng, Kun Li et al.*20 citations*
231. **[TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding ↗](https://aclanthology.org/2023.findings-emnlp.66/)**Shuhuai Ren, Sishuo Chen, Shicheng Li et al.*20 citations*
232. **[Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training ↗](https://aclanthology.org/2023.findings-acl.695/)**Yibin Lei, Liang Ding, Yu Cao et al.*20 citations*
233. **[CodePrompt: Task-Agnostic Prefix Tuning for Program and Language Generation ↗](https://aclanthology.org/2023.findings-acl.325/)**YunSeok Choi, Jee-Hyong Lee*19 citations*
234. **[Context or Knowledge is Not Always Necessary: A Contrastive Learning Framework for Emotion Recognition in Conversations ↗](https://aclanthology.org/2023.findings-acl.883/)**Geng Tu, Bin Liang, Ruibin Mao et al.*19 citations*
235. **[Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue ↗](https://aclanthology.org/2023.findings-emnlp.643/)**Yuanxing Liu, Weinan Zhang, Yifan Chen et al.*19 citations*
236. **[Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages ↗](https://aclanthology.org/2023.findings-acl.528/)**Ercong Nie, Sheng Liang, Helmut Schmid et al.*19 citations*
237. **[Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark ↗](https://aclanthology.org/2023.findings-acl.733/)**Jason Hoelscher-Obermaier, Julia Persson, Esben Kran et al.*19 citations*
238. **[Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction ↗](https://aclanthology.org/2023.findings-acl.572/)**Qian Li, Shu Guo, Cheng Ji et al.*19 citations*
239. **[Energy and Carbon Considerations of Fine-Tuning BERT ↗](https://aclanthology.org/2023.findings-emnlp.607/)**Xiaorong Wang, Clara Na, Emma Strubell et al.*19 citations*
240. **[Execution-Based Evaluation for Open-Domain Code Generation ↗](https://aclanthology.org/2023.findings-emnlp.89/)**Zhiruo Wang, Shuyan Zhou, Daniel Fried et al.*19 citations*
241. **[ISLTranslate: Dataset for Translating Indian Sign Language ↗](https://aclanthology.org/2023.findings-acl.665/)**Abhinav Joshi, Susmit Agrawal, Ashutosh Modi*19 citations*
242. **[Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge ↗](https://aclanthology.org/2023.findings-acl.498/)**Hua Cai, Xuli Shen, Qing Xu et al.*19 citations*
243. **[Learning Joint Structural and Temporal Contextualized Knowledge Embeddings for Temporal Knowledge Graph Completion ↗](https://aclanthology.org/2023.findings-acl.28/)**Yifu Gao, Yongquan He, Zhigang Kan et al.*19 citations*
244. **[MaXM: Towards Multilingual Visual Question Answering ↗](https://aclanthology.org/2023.findings-emnlp.176/)**Soravit Changpinyo, Linting Xue, Michal Yarom et al.*19 citations*
245. **[MixPAVE: Mix-Prompt Tuning for Few-shot Product Attribute Value Extraction ↗](https://aclanthology.org/2023.findings-acl.633/)**Li Yang, Qifan Wang, Jingang Wang et al.*19 citations*
246. **[RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning ↗](https://aclanthology.org/2023.findings-emnlp.140/)**Wenjun Hou, Yi Cheng, Kaishuai Xu et al.*19 citations*
247. **[RMSSinger: Realistic-Music-Score based Singing Voice Synthesis ↗](https://aclanthology.org/2023.findings-acl.16/)**Jinzheng He, Jinglin Liu, Zhenhui Ye et al.*19 citations*
248. **[Scientific Fact-Checking: A Survey of Resources and Approaches ↗](https://aclanthology.org/2023.findings-acl.387/)**Juraj Vladika, Florian Matthes*19 citations*
249. **[Search Augmented Instruction Learning ↗](https://aclanthology.org/2023.findings-emnlp.242/)**Hongyin Luo, Tianhua Zhang, Yung-Sung Chuang et al.*19 citations*
250. **[Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models ↗](https://aclanthology.org/2023.findings-acl.709/)**Pengcheng Jiang, Shivam Agarwal, Bowen Jin et al.*19 citations*
251. **[TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations ↗](https://aclanthology.org/2023.findings-acl.337/)**Xin Zhou, Yi Lu, Ruotian Ma et al.*19 citations*
252. **[Transformer-Based Language Model Surprisal Predicts Human Reading Times Best with About Two Billion Training Tokens ↗](https://aclanthology.org/2023.findings-emnlp.128/)**Byung-Doh Oh, William Schuler*19 citations*
253. **[A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization ↗](https://aclanthology.org/2023.findings-emnlp.391/)**Chenhui Shen, Liying Cheng, Xuan-Phi Nguyen et al.*18 citations*
254. **[A Survey on Dynamic Neural Networks for Natural Language Processing ↗](https://aclanthology.org/2023.findings-eacl.180/)**Canwen Xu, Julian McAuley*18 citations*
255. **[An Empirical Study of Multimodal Model Merging ↗](https://aclanthology.org/2023.findings-emnlp.105/)**Yi-Lin Sung, Linjie Li, Kevin Lin et al.*18 citations*
256. **[BotPercent: Estimating Bot Populations in Twitter Communities ↗](https://aclanthology.org/2023.findings-emnlp.954/)**Zhaoxuan Tan, Shangbin Feng, Melanie Sclar et al.*18 citations*
257. **[CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering ↗](https://aclanthology.org/2023.findings-emnlp.902/)**Weiqi Wang, Tianqing Fang, Wenxuan Ding et al.*18 citations*
258. **[Contextualized Soft Prompts for Extraction of Event Arguments ↗](https://aclanthology.org/2023.findings-acl.266/)**Chien Nguyen, Hieu Man, Thien Nguyen*18 citations*
259. **[Controllable Chest X-Ray Report Generation from Longitudinal Representations ↗](https://aclanthology.org/2023.findings-emnlp.325/)**Francesco Dalla Serra, Chaoyang Wang, Fani Deligianni et al.*18 citations*
260. **[DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM ↗](https://aclanthology.org/2023.findings-emnlp.606/)**Weijie Xu, Wenxiang Hu, Fanyou Wu et al.*18 citations*
261. **[E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition ↗](https://aclanthology.org/2023.findings-acl.103/)**Zhen Zhang, Mengting Hu, Shiwan Zhao et al.*18 citations*
262. **[Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer ↗](https://aclanthology.org/2023.findings-emnlp.183/)**Qingru Zhang, Dhananjay Ram, Cole Hawkins et al.*18 citations*
263. **[Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering ↗](https://aclanthology.org/2023.findings-acl.768/)**Yung-Sung Chuang, Wei Fang, Shang-Wen Li et al.*18 citations*
264. **[FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing ↗](https://aclanthology.org/2023.findings-acl.398/)**Zhuang Li, Yuyang Chai, Terry Yue Zhuo et al.*18 citations*
265. **[HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science ↗](https://aclanthology.org/2023.findings-emnlp.380/)**Yu Song, Santiago Miret, Huan Zhang et al.*18 citations*
266. **[IMU2CLIP: Language-grounded Motion Sensor Translation with Multimodal Contrastive Learning ↗](https://aclanthology.org/2023.findings-emnlp.883/)**Seungwhan Moon, Andrea Madotto, Zhaojiang Lin et al.*18 citations*
267. **[In-context Learning for Few-shot Multimodal Named Entity Recognition ↗](https://aclanthology.org/2023.findings-emnlp.196/)**Chenran Cai, Qianlong Wang, Bin Liang et al.*18 citations*
268. **[LLMs – the Good, the Bad or the Indispensable?: A Use Case on Legal Statute Prediction and Legal Judgment Prediction on Indian Court Cases ↗](https://aclanthology.org/2023.findings-emnlp.831/)**Shaurya Vats, Atharva Zope, Somsubhra De et al.*18 citations*
269. **[MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention ↗](https://aclanthology.org/2023.findings-emnlp.841/)**Thinh Pham, Chi Tran, Dat Quoc Nguyen*18 citations*
270. **[Multimodal Automated Fact-Checking: A Survey ↗](https://aclanthology.org/2023.findings-emnlp.361/)**Mubashara Akhtar, Michael Schlichtkrull, Zhijiang Guo et al.*18 citations*
271. **[ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval ↗](https://aclanthology.org/2023.findings-acl.748/)**Yue Yu, Yuchen Zhuang, Rongzhi Zhang et al.*18 citations*
272. **[SAC$^3$: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency ↗](https://aclanthology.org/2023.findings-emnlp.1032/)**Jiaxin Zhang, Zhuohang Li, Kamalika Das et al.*18 citations*
273. **[SERENGETI: Massively Multilingual Language Models for Africa ↗](https://aclanthology.org/2023.findings-acl.97/)**Ife Adebara, AbdelRahim Elmadany, Muhammad Abdul-Mageed et al.*18 citations*
274. **[Selective Demonstrations for Cross-domain Text-to-SQL ↗](https://aclanthology.org/2023.findings-emnlp.944/)**Shuaichen Chang, Eric Fosler-Lussier*18 citations*
275. **[Sentiment Knowledge Enhanced Self-supervised Learning for Multimodal Sentiment Analysis ↗](https://aclanthology.org/2023.findings-acl.821/)**Fan Qian, Jiqing Han, Yongjun He et al.*18 citations*
276. **[A corpus of metaphors as register markers ↗](https://aclanthology.org/2023.findings-eacl.16/)**Markus Egg, Valia Kordoni*17 citations*
277. **[An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text ↗](https://aclanthology.org/2023.findings-acl.360/)**Yova Kementchedjhieva, Ilias Chalkidis*17 citations*
278. **[Deep Span Representations for Named Entity Recognition ↗](https://aclanthology.org/2023.findings-acl.672/)**Enwei Zhu, Yiyang Liu, Jinpeng Li*17 citations*
279. **[DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion Models](https://md.research.elamur.ai/free/en/papers/gong-2023-diffuseq-v2-bridging-discrete-continuous/)**Shansan Gong, Mukai Li, Jiangtao Feng et al.*17 citations · our summary*
280. **[Evaluating the Diversity, Equity, and Inclusion of NLP Technology: A Case Study for Indian Languages ↗](https://aclanthology.org/2023.findings-eacl.131/)**Simran Khanuja, Sebastian Ruder, Partha Talukdar*17 citations*
281. **[Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection ↗](https://aclanthology.org/2023.findings-emnlp.351/)**Yi Dai, Hao Lang, Kaisheng Zeng et al.*17 citations*
282. **[GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning ↗](https://aclanthology.org/2023.findings-acl.850/)**Shuai Peng, Di Fu, Yijun Liang et al.*17 citations*
283. **[GlotLID: Language Identification for Low-Resource Languages](https://md.research.elamur.ai/free/en/papers/kargaran-2023-glotlid-language-identification-low-resource/)**Amir Hossein Kargaran, Ayyoob Imani, François Yvon et al.*17 citations · our summary*
284. **[Harnessing the power of LLMs: Evaluating human-AI text co-creation through the lens of news headline generation ↗](https://aclanthology.org/2023.findings-emnlp.217/)**Zijian Ding, Alison Smith-Renner, Wenjuan Zhang et al.*17 citations*
285. **[Improving Knowledge Graph Completion with Generative Hard Negative Mining ↗](https://aclanthology.org/2023.findings-acl.362/)**Zile Qiao, Wei Ye, Dingyao Yu et al.*17 citations*
286. **[Improving Seq2Seq Grammatical Error Correction via Decoding Interventions ↗](https://aclanthology.org/2023.findings-emnlp.495/)**Houquan Zhou, Yumeng Liu, Zhenghua Li et al.*17 citations*
287. **[KAPALM: Knowledge grAPh enhAnced Language Models for Fake News Detection ↗](https://aclanthology.org/2023.findings-emnlp.263/)**Jing Ma, Chen Chen, Chunyan Hou et al.*17 citations*
288. **[Locally Differentially Private Document Generation Using Zero Shot Prompting ↗](https://aclanthology.org/2023.findings-emnlp.566/)**Saiteja Utpala, Sara Hooker, Pin-Yu Chen*17 citations*
289. **[LogiCoT: Logical Chain-of-Thought Instruction Tuning ↗](https://aclanthology.org/2023.findings-emnlp.191/)**Hanmeng Liu, Zhiyang Teng, Leyang Cui et al.*17 citations*
290. **[NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization ↗](https://aclanthology.org/2023.findings-eacl.80/)**Junru Lu, Jiazheng Li, Byron Wallace et al.*17 citations*
291. **[On the Expressivity Role of LayerNorm in Transformers' Attention ↗](https://aclanthology.org/2023.findings-acl.895/)**Shaked Brody, Uri Alon, Eran Yahav*17 citations*
292. **[Prompt-Based Metric Learning for Few-Shot NER ↗](https://aclanthology.org/2023.findings-acl.451/)**Yanru Chen, Yanan Zheng, Zhilin Yang*17 citations*
293. **[SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data ↗](https://aclanthology.org/2023.findings-emnlp.39/)**Ruoxi Sun, Sercan Arik, Rajarishi Sinha et al.*17 citations*
294. **[Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning ↗](https://aclanthology.org/2023.findings-emnlp.744/)**Duarte M. Alves, Nuno M. Guerreiro, João Alves et al.*17 citations*
295. **[Systematic Assessment of Factual Knowledge in Large Language Models ↗](https://aclanthology.org/2023.findings-emnlp.885/)**Linhao Luo, Trang Vu, Dinh Phung et al.*17 citations*
296. **[Transformers with Learnable Activation Functions ↗](https://aclanthology.org/2023.findings-eacl.181/)**Haishuo Fang, Ji-Ung Lee, Nafise Sadat Moosavi et al.*17 citations*
297. **[Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction ↗](https://aclanthology.org/2023.findings-acl.851/)**Mengting Hu, Yinhao Bai, Yike Wu et al.*17 citations*
298. **[Zero-shot Topical Text Classification with LLMs - an Experimental Study ↗](https://aclanthology.org/2023.findings-emnlp.647/)**Shai Gretz, Alon Halfon, Ilya Shnayderman et al.*17 citations*
299. **[An Annotated Dataset for Explainable Interpersonal Risk Factors of Mental Disturbance in Social Media Posts ↗](https://aclanthology.org/2023.findings-acl.757/)**Muskan Garg, Amirmohammad Shahbandegan, Amrit Chadha et al.*16 citations*
300. **[Best Practices in the Creation and Use of Emotion Lexicons ↗](https://aclanthology.org/2023.findings-eacl.136/)**Saif Mohammad*16 citations*

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