---
title: "EMNLP 2023 — all accepted papers, page 4 — Elamur Research"
description: "All 1,182 papers of EMNLP 2023 · page 4 of 12, the most cited first; those with our summary link to it."
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# EMNLP 2023: all accepted papers

1,182 papers · page 4 of 12 · the most cited first · [← EMNLP 2023](https://md.research.elamur.ai/free/en/venues/emnlp/2023/)

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301. **[FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization ↗](https://aclanthology.org/2023.emnlp-main.673/)**Nan Zhang, Yusen Zhang, Wu Guo et al.*11 citations*
302. **[Generating Summaries with Controllable Readability Levels ↗](https://aclanthology.org/2023.emnlp-main.714/)**Leonardo F. R. Ribeiro, Mohit Bansal, Markus Dreyer*11 citations*
303. **[Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans? ↗](https://aclanthology.org/2023.emnlp-main.348/)**Yichi Zhang, Jiayi Pan, Yuchen Zhou et al.*11 citations*
304. **[HutCRS: Hierarchical User-Interest Tracking for Conversational Recommender System ↗](https://aclanthology.org/2023.emnlp-main.635/)**Mingjie Qian, Yongsen Zheng, Jinghui Qin et al.*11 citations*
305. **[Improving Unsupervised Relation Extraction by Augmenting Diverse Sentence Pairs ↗](https://aclanthology.org/2023.emnlp-main.745/)**Qing Wang, Kang Zhou, Qiao Qiao et al.*11 citations*
306. **[Interpreting Embedding Spaces by Conceptualization ↗](https://aclanthology.org/2023.emnlp-main.106/)**Adi Simhi, Shaul Markovitch*11 citations*
307. **[MoPe: Model Perturbation based Privacy Attacks on Language Models ↗](https://aclanthology.org/2023.emnlp-main.842/)**Marvin Li, Jason Wang, Jeffrey Wang et al.*11 citations*
308. **[Physician Detection of Clinical Harm in Machine Translation: Quality Estimation Aids in Reliance and Backtranslation Identifies Critical Errors ↗](https://aclanthology.org/2023.emnlp-main.712/)**Nikita Mehandru, Sweta Agrawal, Yimin Xiao et al.*11 citations*
309. **[Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding ↗](https://aclanthology.org/2023.emnlp-main.400/)**Shuwen Deng, Paul Prasse, David Reich et al.*11 citations*
310. **[Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models ↗](https://aclanthology.org/2023.emnlp-main.265/)**Aly Kassem, Omar Mahmoud, Sherif Saad*11 citations*
311. **[Prompt-Based Monte-Carlo Tree Search for Goal-oriented Dialogue Policy Planning ↗](https://aclanthology.org/2023.emnlp-main.439/)**Xiao Yu, Maximillian Chen, Zhou Yu*11 citations*
312. **[Prompt2Model: Generating Deployable Models from Natural Language Instructions ↗](https://aclanthology.org/2023.emnlp-demo.38/)**Vijay Viswanathan, Chenyang Zhao, Amanda Bertsch et al. · System Demonstrations*11 citations*
313. **[Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System ↗](https://aclanthology.org/2023.emnlp-main.514/)**Weizhou Shen, Yingqi Gao, Canbin Huang et al.*11 citations*
314. **[SKD-NER: Continual Named Entity Recognition via Span-based Knowledge Distillation with Reinforcement Learning ↗](https://aclanthology.org/2023.emnlp-main.413/)**Yi Chen, Liang He*11 citations*
315. **[StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding ↗](https://aclanthology.org/2023.emnlp-main.706/)**Cheng Jiayang, Lin Qiu, Tsz Chan et al.*11 citations*
316. **[TacoPrompt: A Collaborative Multi-Task Prompt Learning Method for Self-Supervised Taxonomy Completion ↗](https://aclanthology.org/2023.emnlp-main.979/)**Hongyuan Xu, Ciyi Liu, Yuhang Niu et al.*11 citations*
317. **[ViGPTQA - State-of-the-Art LLMs for Vietnamese Question Answering: System Overview, Core Models Training, and Evaluations ↗](https://aclanthology.org/2023.emnlp-industry.70/)**Minh Thuan Nguyen, Khanh Tung Tran, Nhu Van Nguyen et al. · Industry Track*11 citations*
318. **[“Fifty Shades of Bias”: Normative Ratings of Gender Bias in GPT Generated English Text ↗](https://aclanthology.org/2023.emnlp-main.115/)**Rishav Hada, Agrima Seth, Harshita Diddee et al.*11 citations*
319. **[Adaptive Gating in Mixture-of-Experts based Language Models ↗](https://aclanthology.org/2023.emnlp-main.217/)**Jiamin Li, Qiang Su, Yitao Yang et al.*10 citations*
320. **[Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews ↗](https://aclanthology.org/2023.emnlp-main.626/)**Hye Yun, Iain Marshall, Thomas Trikalinos et al.*10 citations*
321. **[Automatic Debate Evaluation with Argumentation Semantics and Natural Language Argument Graph Networks ↗](https://aclanthology.org/2023.emnlp-main.368/)**Ramon Ruiz-Dolz, Stella Heras, Ana Garcia*10 citations*
322. **[Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks ↗](https://aclanthology.org/2023.emnlp-main.652/)**Yimu Wang, Xiangru Jian, Bo Xue*10 citations*
323. **[Challenges in Context-Aware Neural Machine Translation ↗](https://aclanthology.org/2023.emnlp-main.943/)**Linghao Jin, Jacqueline He, Jonathan May et al.*10 citations*
324. **[Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems ↗](https://aclanthology.org/2023.emnlp-main.405/)**Tianyuan Shi, Liangzhi Li, Zijian Lin et al.*10 citations*
325. **[FinGPT: Large Generative Models for a Small Language ↗](https://aclanthology.org/2023.emnlp-main.164/)**Risto Luukkonen, Ville Komulainen, Jouni Luoma et al.*10 citations*
326. **[HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation ↗](https://aclanthology.org/2023.emnlp-main.42/)**David Dale, Elena Voita, Janice Lam et al.*10 citations*
327. **[Hierarchical Pretraining on Multimodal Electronic Health Records ↗](https://aclanthology.org/2023.emnlp-main.171/)**Xiaochen Wang, Junyu Luo, Jiaqi Wang et al.*10 citations*
328. **[IC3: Image Captioning by Committee Consensus ↗](https://aclanthology.org/2023.emnlp-main.556/)**David M. Chan, Austin Myers, Sudheendra Vijayanarasimhan et al.*10 citations*
329. **[Language Model is Suitable for Correction of Handwritten Mathematical Expressions Recognition ↗](https://aclanthology.org/2023.emnlp-main.247/)**Zui Chen, Jiaqi Han, Chaofan Yang et al.*10 citations*
330. **[MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation ↗](https://aclanthology.org/2023.emnlp-main.540/)**Zexue He, Yu Wang, An Yan et al.*10 citations*
331. **[Multilingual Previously Fact-Checked Claim Retrieval ↗](https://aclanthology.org/2023.emnlp-main.1027/)**Matúš Pikuliak, Ivan Srba, Robert Moro et al.*10 citations*
332. **[NeuSTIP: A Neuro-Symbolic Model for Link and Time Prediction in Temporal Knowledge Graphs ↗](https://aclanthology.org/2023.emnlp-main.274/)**Ishaan Singh, Navdeep Kaur, Garima Gaur et al.*10 citations*
333. **[Oolong: Investigating What Makes Transfer Learning Hard with Controlled Studies ↗](https://aclanthology.org/2023.emnlp-main.198/)**Zhengxuan Wu, Alex Tamkin, Isabel Papadimitriou*10 citations*
334. **[PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs ↗](https://aclanthology.org/2023.emnlp-main.667/)**Rahul Goel, Waleed Ammar, Aditya Gupta et al.*10 citations*
335. **[Regulation and NLP (RegNLP): Taming Large Language Models ↗](https://aclanthology.org/2023.emnlp-main.539/)**Catalina Goanta, Nikolaos Aletras, Ilias Chalkidis et al.*10 citations*
336. **[Revisiting the Knowledge Injection Frameworks ↗](https://aclanthology.org/2023.emnlp-main.677/)**Peng Fu, Yiming Zhang, Haobo Wang et al.*10 citations*
337. **[SMoP: Towards Efficient and Effective Prompt Tuning with Sparse Mixture-of-Prompts ↗](https://aclanthology.org/2023.emnlp-main.884/)**Joon-Young Choi, Junho Kim, Jun-Hyung Park et al.*10 citations*
338. **[ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts ↗](https://aclanthology.org/2023.emnlp-main.960/)**Lena S. Bolliger, David R. Reich, Patrick Haller et al.*10 citations*
339. **[SpEL: Structured Prediction for Entity Linking ↗](https://aclanthology.org/2023.emnlp-main.686/)**Hassan Shavarani, Anoop Sarkar*10 citations*
340. **[The ACL OCL Corpus: Advancing Open Science in Computational Linguistics ↗](https://aclanthology.org/2023.emnlp-main.640/)**Shaurya Rohatgi, Yanxia Qin, Benjamin Aw et al.*10 citations*
341. **[Where to start? Analyzing the potential value of intermediate models ↗](https://aclanthology.org/2023.emnlp-main.90/)**Leshem Choshen, Elad Venezian, Shachar Don-Yehiya et al.*10 citations*
342. **[Why LLMs Hallucinate, and How to Get (Evidential) Closure: Perceptual, Intensional, and Extensional Learning for Faithful Natural Language Generation ↗](https://aclanthology.org/2023.emnlp-main.192/)**Adam Bouyamourn*10 citations*
343. **[WordArt Designer: User-Driven Artistic Typography Synthesis using Large Language Models ↗](https://aclanthology.org/2023.emnlp-industry.23/)**Jun-Yan He, Zhi-Qi Cheng, Chenyang Li et al. · Industry Track*10 citations*
344. **[A Comprehensive Evaluation of Biomedical Entity Linking Models ↗](https://aclanthology.org/2023.emnlp-main.893/)**David Kartchner, Jennifer Deng, Shubham Lohiya et al.*9 citations*
345. **[A Training-Free Debiasing Framework with Counterfactual Reasoning for Conversational Emotion Detection ↗](https://aclanthology.org/2023.emnlp-main.967/)**Geng Tu, Ran Jing, Bin Liang et al.*9 citations*
346. **[Byte Pair Encoding for Symbolic Music ↗](https://aclanthology.org/2023.emnlp-main.123/)**Nathan Fradet, Nicolas Gutowski, Fabien Chhel et al.*9 citations*
347. **[CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction ↗](https://aclanthology.org/2023.emnlp-main.378/)**Jingheng Ye, Yinghui Li, Qingyu Zhou et al.*9 citations*
348. **[Chinese Lexical Substitution: Dataset and Method ↗](https://aclanthology.org/2023.emnlp-main.3/)**Jipeng Qiang, Kang Liu, Ying Li et al.*9 citations*
349. **[ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets ↗](https://aclanthology.org/2023.emnlp-main.975/)**Tobias Schimanski, Julia Bingler, Mathias Kraus et al.*9 citations*
350. **[Diversity Enhanced Narrative Question Generation for Storybooks ↗](https://aclanthology.org/2023.emnlp-main.31/)**Hokeun Yoon, JinYeong Bak*9 citations*
351. **[Editing Common Sense in Transformers ↗](https://aclanthology.org/2023.emnlp-main.511/)**Anshita Gupta, Debanjan Mondal, Akshay Krishna Sheshadri et al.*9 citations*
352. **[Efficient Transformer Knowledge Distillation: A Performance Review ↗](https://aclanthology.org/2023.emnlp-industry.6/)**Nathan Brown, Ashton Williamson, Tahj Anderson et al. · Industry Track*9 citations*
353. **[Evaluating Evaluation Metrics: A Framework for Analyzing NLG Evaluation Metrics using Measurement Theory ↗](https://aclanthology.org/2023.emnlp-main.676/)**Ziang Xiao, Susu Zhang, Vivian Lai et al.*9 citations*
354. **[Event Causality Extraction via Implicit Cause-Effect Interactions ↗](https://aclanthology.org/2023.emnlp-main.420/)**Jintao Liu, Zequn Zhang, Kaiwen Wei et al.*9 citations*
355. **[Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation ↗](https://aclanthology.org/2023.emnlp-main.109/)**Zeyuan Yang, Peng Li, Yang Liu*9 citations*
356. **[Fine-grained Medical Vision-Language Representation Learning for Radiology Report Generation ↗](https://aclanthology.org/2023.emnlp-main.989/)**Siyuan Wang, Bo Peng, Yichao Liu et al.*9 citations*
357. **[GlobalBench: A Benchmark for Global Progress in Natural Language Processing ↗](https://aclanthology.org/2023.emnlp-main.875/)**Yueqi Song, Simran Khanuja, Pengfei Liu et al.*9 citations*
358. **[Granularity Matters: Pathological Graph-driven Cross-modal Alignment for Brain CT Report Generation ↗](https://aclanthology.org/2023.emnlp-main.408/)**Yanzhao Shi, Junzhong Ji, Xiaodan Zhang et al.*9 citations*
359. **[Hallucination Mitigation in Natural Language Generation from Large-Scale Open-Domain Knowledge Graphs ↗](https://aclanthology.org/2023.emnlp-main.770/)**Xiao Shi, Zhengyuan Zhu, Zeyu Zhang et al.*9 citations*
360. **[Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling ↗](https://aclanthology.org/2023.emnlp-main.341/)**Hai Yu, Chong Deng, Qinglin Zhang et al.*9 citations*
361. **[Merging Experts into One: Improving Computational Efficiency of Mixture of Experts ↗](https://aclanthology.org/2023.emnlp-main.907/)**Shwai He, Run-Ze Fan, Liang Ding et al.*9 citations*
362. **[Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation ↗](https://aclanthology.org/2023.emnlp-main.60/)**Xuanli He, Qiongkai Xu, Jun Wang et al.*9 citations*
363. **[NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports ↗](https://aclanthology.org/2023.emnlp-main.1041/)**Mael Jullien, Marco Valentino, Hannah Frost et al.*9 citations*
364. **[Non-Autoregressive Math Word Problem Solver with Unified Tree Structure ↗](https://aclanthology.org/2023.emnlp-main.199/)**Yi Bin, Mengqun Han, Wenhao Shi et al.*9 citations*
365. **[On the Automatic Generation and Simplification of Children's Stories ↗](https://aclanthology.org/2023.emnlp-main.218/)**Maria Valentini, Jennifer Weber, Jesus Salcido et al.*9 citations*
366. **[On the Benefits of Learning to Route in Mixture-of-Experts Models ↗](https://aclanthology.org/2023.emnlp-main.583/)**Nishanth Dikkala, Nikhil Ghosh, Raghu Meka et al.*9 citations*
367. **[PALS: Personalized Active Learning for Subjective Tasks in NLP ↗](https://aclanthology.org/2023.emnlp-main.823/)**Kamil Kanclerz, Konrad Karanowski, Julita Bielaniewicz et al.*9 citations*
368. **[Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation ↗](https://aclanthology.org/2023.emnlp-main.417/)**Hailin Chen, Amrita Saha, Steven Hoi et al.*9 citations*
369. **[Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts ↗](https://aclanthology.org/2023.emnlp-main.169/)**Tengxiao Liu, Qipeng Guo, Yuqing Yang et al.*9 citations*
370. **[RainProof: An Umbrella to Shield Text Generator from Out-Of-Distribution Data ↗](https://aclanthology.org/2023.emnlp-main.357/)**Maxime Darrin, Pablo Piantanida, Pierre Colombo*9 citations*
371. **[Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations ↗](https://aclanthology.org/2023.emnlp-main.968/)**Wei-Lin Chen, Cheng-Kuang Wu, Yun-Nung Chen et al.*9 citations*
372. **[Semantic Similarity Models for Depression Severity Estimation ↗](https://aclanthology.org/2023.emnlp-main.1000/)**Anxo Pérez, Neha Warikoo, Kexin Wang et al.*9 citations*
373. **[SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives ↗](https://aclanthology.org/2023.emnlp-main.737/)**Jiahao Xu, Wei Shao, Lihui Chen et al.*9 citations*
374. **[Task-Adaptive Tokenization: Enhancing Long-Form Text Generation Efficacy in Mental Health and Beyond ↗](https://aclanthology.org/2023.emnlp-main.944/)**Siyang Liu, Naihao Deng, Sahand Sabour et al.*9 citations*
375. **[Towards Noise-Tolerant Speech-Referring Video Object Segmentation: Bridging Speech and Text ↗](https://aclanthology.org/2023.emnlp-main.140/)**Xiang Li, Jinglu Wang, Xiaohao Xu et al.*9 citations*
376. **[Unnatural Error Correction: GPT-4 Can Almost Perfectly Handle Unnatural Scrambled Text ↗](https://aclanthology.org/2023.emnlp-main.550/)**Qi Cao, Takeshi Kojima, Yutaka Matsuo et al.*9 citations*
377. **[3DRP-Net: 3D Relative Position-aware Network for 3D Visual Grounding ↗](https://aclanthology.org/2023.emnlp-main.656/)**Zehan Wang, Haifeng Huang, Yang Zhao et al.*8 citations*
378. **[API-Assisted Code Generation for Question Answering on Varied Table Structures ↗](https://aclanthology.org/2023.emnlp-main.897/)**Yihan Cao, Shuyi Chen, Ryan Liu et al.*8 citations*
379. **[Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time Controllable Text Generation ↗](https://aclanthology.org/2023.emnlp-main.512/)**Tianqi Zhong, Quan Wang, Jingxuan Han et al.*8 citations*
380. **[Be Selfish, But Wisely: Investigating the Impact of Agent Personality in Mixed-Motive Human-Agent Interactions ↗](https://aclanthology.org/2023.emnlp-main.808/)**Kushal Chawla, Ian Wu, Yu Rong et al.*8 citations*
381. **[Characterizing Mechanisms for Factual Recall in Language Models ↗](https://aclanthology.org/2023.emnlp-main.615/)**Qinan Yu, Jack Merullo, Ellie Pavlick*8 citations*
382. **[CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset ↗](https://aclanthology.org/2023.emnlp-main.533/)**Susanna Rücker, Alan Akbik*8 citations*
383. **[Cross-Document Event Coreference Resolution on Discourse Structure](https://md.research.elamur.ai/free/en/papers/chen-2023-cross-document-event-coreference-resolution/)**Xinyu Chen, Sheng Xu, Peifeng Li et al.*8 citations · our summary*
384. **[Cross-Lingual Cross-Target Stance Detection with Dual Knowledge Distillation Framework ↗](https://aclanthology.org/2023.emnlp-main.666/)**Ruike Zhang, Hanxuan Yang, Wenji Mao*8 citations*
385. **[DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules](https://md.research.elamur.ai/free/en/papers/liu-2023-dada-dialect-adaptation-dynamic-aggregation/)**Yanchen Liu, William Held, Diyi Yang*8 citations · our summary*
386. **[Democratizing Reasoning Ability: Tailored Learning from Large Language Model ↗](https://aclanthology.org/2023.emnlp-main.120/)**Zhaoyang Wang, Shaohan Huang, Yuxuan Liu et al.*8 citations*
387. **[Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts ↗](https://aclanthology.org/2023.emnlp-main.562/)**Siyuan Chen, Zhiling Zhang, Mengyue Wu et al.*8 citations*
388. **[DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning ↗](https://aclanthology.org/2023.emnlp-main.310/)**Praveen Venkateswaran, Evelyn Duesterwald, Vatche Isahagian*8 citations*
389. **[Diversify Question Generation with Retrieval-Augmented Style Transfer ↗](https://aclanthology.org/2023.emnlp-main.104/)**Qi Gou, Zehua Xia, Bowen Yu et al.*8 citations*
390. **[EDIS: Entity-Driven Image Search over Multimodal Web Content ↗](https://aclanthology.org/2023.emnlp-main.297/)**Siqi Liu, Weixi Feng, Tsu-Jui Fu et al.*8 citations*
391. **[End-to-End Evaluation for Low-Latency Simultaneous Speech Translation ↗](https://aclanthology.org/2023.emnlp-demo.2/)**Christian Huber, Tu Anh Dinh, Carlos Mullov et al. · System Demonstrations*8 citations*
392. **[Explicit Planning Helps Language Models in Logical Reasoning ↗](https://aclanthology.org/2023.emnlp-main.688/)**Hongyu Zhao, Kangrui Wang, Mo Yu et al.*8 citations*
393. **[Global Voices, Local Biases: Socio-Cultural Prejudices across Languages ↗](https://aclanthology.org/2023.emnlp-main.981/)**Anjishnu Mukherjee, Chahat Raj, Ziwei Zhu et al.*8 citations*
394. **[HyperRank: Hyperbolic Ranking Model for Unsupervised Keyphrase Extraction ↗](https://aclanthology.org/2023.emnlp-main.997/)**Mingyang Song, Huafeng Liu, Liping Jing*8 citations*
395. **[IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions ↗](https://aclanthology.org/2023.emnlp-main.1/)**Zhebin Zhang, Xinyu Zhang, Yuanhang Ren et al.*8 citations*
396. **[IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions](https://md.research.elamur.ai/free/en/papers/yu-2023-ifqa-dataset-open-domain-question/)**Wenhao Yu, Meng Jiang, Peter Clark et al.*8 citations · our summary*
397. **[Interactive Text Generation ↗](https://aclanthology.org/2023.emnlp-main.270/)**Felix Faltings, Michel Galley, Kianté Brantley et al.*8 citations*
398. **[Language Model Quality Correlates with Psychometric Predictive Power in Multiple Languages ↗](https://aclanthology.org/2023.emnlp-main.466/)**Ethan Wilcox, Clara Meister, Ryan Cotterell et al.*8 citations*
399. **[Language Models with Rationality ↗](https://aclanthology.org/2023.emnlp-main.877/)**Nora Kassner, Oyvind Tafjord, Ashish Sabharwal et al.*8 citations*
400. **[Modeling Empathic Similarity in Personal Narratives ↗](https://aclanthology.org/2023.emnlp-main.383/)**Jocelyn Shen, Maarten Sap, Pedro Colon-Hernandez et al.*8 citations*

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