---
title: "ACL 2026 — accepted papers — Elamur Research"
description: "ACL 2026 — accepted papers: 23 papers in the Elamur Research library (San Diego, California, United States), with our summaries, ranked…"
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# ACL 2026 — accepted papers

ACL 2026 is the 2026 edition of the Annual Meeting of the Association for Computational Linguistics (ACL), held in San Diego, California, United States, July 2026 (publisher: Association for Computational Linguistics). The ACL Anthology lists 2,650 papers of it in 6 tracks; our library holds 23 with our summaries. Below: its awards, the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**2,650** papers in the proceedings](#all) · [**23** works in our library](https://md.research.elamur.ai/free/en/venues/acl/2026/#works) · [**83** citations of these works](https://md.research.elamur.ai/free/en/venues/acl/2026/#works)**San Diego, California, United States** where it was held**July 2026** when

## Tracks

Long Papers 2,222Industry Track 154Student Research Workshop 109System Demonstrations 85Short Papers 74Tutorial Abstracts 6

## Awards

As the ACL Anthology records them.

1. **[Beyond the Final Actor: Modeling the Dual Roles of Creator and Editor for Fine-Grained LLM-Generated Text Detection](https://aclanthology.org/2026.acl-long.235/)**Yang Li, Qiang Sheng, Zhengjia Wang et al. · Long Papers · 🏆 Outstanding Paper*2 citations*
2. **[VeriTaS: The First Dynamic Benchmark for Multimodal Automated Fact-Checking](https://aclanthology.org/2026.acl-long.1948/)**Mark Rothermel, Marcus Kornmann, Marcus Rohrbach et al. · Long Papers · 🏆 Best Resource Paper*2 citations*
3. **[CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty](https://aclanthology.org/2026.acl-long.1886/)**Johannes Kirmayr, Lukas Stappen, Elisabeth Andre · Long Papers · 🏆 Outstanding Paper*1 citation*
4. **[The olmOCR Project: Building Fully Open OCR using VLMs](https://aclanthology.org/2026.acl-demo.62/)**Jake Poznanski, Kyle Lo, Luca Soldaini · System Demonstrations · 🏆 Best Demonstration Paper*1 citation*
5. **[Afri-MCQA: Multimodal Cultural Question Answering for African Languages](https://aclanthology.org/2026.acl-long.1869/)**Atnafu Lambebo Tonja, Srija Anand, Emilio Villa-Cueva et al. · Long Papers · 🏆 Best Social Impact Paper
6. **[Audio MultiChallenge: A Multi-Turn Evaluation of Spoken Dialogue Systems on Natural Human Interaction](https://aclanthology.org/2026.acl-long.1654/)**Advait Gosai, Tyler Vuong, Utkarsh Tyagi et al. · Long Papers · 🏆 Best Resource Paper
7. **[BanglaSocialBench: A Benchmark for Evaluating Sociopragmatic and Cultural Alignment of LLMs in Bangladeshi Social Interaction](https://aclanthology.org/2026.acl-srw.22/)**Tanvir Ahmed Sijan, S. M. Golam Rifat, Pankaj Partha et al. · Student Research Workshop · 🏆 SRW Best Paper Award
8. **[CIG: Measuring Conversational Information Gain in Deliberative Dialogues with Semantic Memory Dynamics](https://aclanthology.org/2026.acl-long.2203/)**Ming-Bin Chen, Jey Han Lau, Lea Frermann · Long Papers · 🏆 Outstanding Paper
9. **[CURE: Critique-Driven Unified Reinforcement Learning for Test-Time Self-Improvement](https://aclanthology.org/2026.acl-long.1321/)**Guirong Chen, Shuqi Ye, Wenkai Yang et al. · Long Papers · 🏆 Outstanding Paper
10. **[Characterizing the Expressivity of Local Attention in Transformers](https://aclanthology.org/2026.acl-long.1739/)**Jiaoda Li, Ryan Cotterell · Long Papers · 🏆 Best Paper
11. **[CoSToM: Causal-oriented Steering for Intrinsic Theory-of-Mind Alignment in Large Language Models](https://aclanthology.org/2026.acl-long.421/)**Mengfan Li, Xuanhua Shi, Yang Deng · Long Papers · 🏆 Best Theme Paper
12. **[CxMP: A Linguistic Minimal-Pair Benchmark for Evaluating Constructional Understanding in Language Models](https://aclanthology.org/2026.acl-long.2132/)**Miyu Oba, Saku Sugawara · Long Papers · 🏆 Outstanding Paper
13. **[DIA-HARM: Dialectal Disparities in Harmful Content Detection Across 50 English Dialects](https://aclanthology.org/2026.acl-long.144/)**Jason S Lucas, Matt Murtagh White, Ali Al-Lawati et al. · Long Papers · 🏆 Best Social Impact Paper
14. **[Evaluation of Multilingual Ability to Use Spatial Deictic Expressions in Vision-Language Models](https://aclanthology.org/2026.acl-srw.106/)**Kaito Watanabe, Taisei Yamamoto, Tomoki Doi et al. · Student Research Workshop · 🏆 SRW Best Paper Award
15. **[Evolutionary Guided Decoding: Iterative Value Refinement for LLMs](https://aclanthology.org/2026.acl-long.148/)**Zhenhua Liu, Lijun Li, Ruizhe Chen et al. · Long Papers · 🏆 Outstanding Paper
16. **[From Local to Global: Revisiting Structured Pruning Paradigms for Large Language Models](https://aclanthology.org/2026.acl-long.1653/)**Ziyan Wang, Enmao Diao, Qi Le et al. · Long Papers · 🏆 Outstanding Paper
17. **[GeoRA: Geometry-Aware Low-Rank Adaptation for RLVR](https://aclanthology.org/2026.acl-long.1110/)**Jiaying Zhang, Lei Shi, Jiguo Li et al. · Long Papers · 🏆 Outstanding Paper
18. **[HSCodeComp: A Realistic and Expert-level Agent Benchmark for Hierarchical Rule Application](https://aclanthology.org/2026.acl-long.937/)**Tian Lan, Yiqian Yang, Qianghuai Jia et al. · Long Papers · 🏆 Best Resource Paper
19. **[Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs](https://aclanthology.org/2026.acl-long.419/)**Zhenyu Liu, Xuanyu Zhang, Yunxin Li et al. · Long Papers · 🏆 Outstanding Paper
20. **[ImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models](https://aclanthology.org/2026.acl-long.1301/)**Chonghan Qin, Xiachong Feng, Weitao Ma et al. · Long Papers · 🏆 Best Resource Paper
21. **[Lying with Truths: Open-Channel Multi-Agent Collusion for Belief Manipulation via Generative Montage](https://aclanthology.org/2026.acl-long.270/)**Jinwei Hu, Xinmiao Huang, Youcheng Sun et al. · Long Papers · 🏆 Outstanding Paper
22. **[Mapping the Circumplex of Affect: Geometric Analysis of Emotion Representations via Hyperspherical Contrastive Learning](https://aclanthology.org/2026.acl-long.772/)**Yusuke Yamauchi, Akiko Aizawa · Long Papers · 🏆 Best Theme Paper
23. **[Massively Multilingual Joint Segmentation and Glossing](https://aclanthology.org/2026.acl-long.1657/)**Michael Ginn, Lindia Tjuatja, Enora Rice et al. · Long Papers · 🏆 Outstanding Paper
24. **[MauBERT: Universal Phonetic Inductive Biases for Few-Shot Acoustic Units Discovery](https://aclanthology.org/2026.acl-long.24/)**Angelo Ortiz Tandazo, Manel Khentout, Youssef Benchekroun et al. · Long Papers · 🏆 Outstanding Paper
25. **[Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning](https://aclanthology.org/2026.acl-long.893/)**Naixin Zhai, Pengyang Shao, Binbin Zheng et al. · Long Papers · 🏆 Outstanding Paper
26. **[MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs](https://aclanthology.org/2026.acl-long.734/)**Zhan Qu, Michael Färber · Long Papers · 🏆 Outstanding Paper
27. **[Memory efficiency and resource-rational encoding in sentence processing](https://aclanthology.org/2026.acl-long.1550/)**Weijie Xu, Brian Dillon, Richard Futrell · Long Papers · 🏆 Best Paper
28. **[Mind the (DH) Gap! A Contrast in Risky Choices Between Reasoning and Conversational LLMs](https://aclanthology.org/2026.acl-long.479/)**Luise Ge, Yongyan Zhang, Yevgeniy Vorobeychik · Long Papers · 🏆 Outstanding Paper
29. **[Rethinking Entropy Interventions in RLVR: An Entropy Change Perspective](https://aclanthology.org/2026.acl-long.1436/)**Zhezheng Hao, Hong Wang, Haoyang Liu et al. · Long Papers · 🏆 Outstanding Paper
30. **[Systematicity between Forms and Meanings across Languages Supports Efficient Communication](https://aclanthology.org/2026.acl-long.1340/)**Doreen Osmelak, Yang Xu, Michael Hahn et al. · Long Papers · 🏆 Outstanding Paper
31. **[The Imperfective Paradox in Large Language Models](https://aclanthology.org/2026.acl-long.689/)**Bolei Ma, Yusuke Miyao · Long Papers · 🏆 Best Paper
32. **[ViLL-E: Video LLM Embeddings for Retrieval](https://aclanthology.org/2026.acl-long.2003/)**Rohit Gupta, Jayakrishnan Unnikrishnan, Fan Fei et al. · Long Papers · 🏆 Outstanding Paper
33. **[Your Students Don't Use LLMs Like You Wish They Did](https://aclanthology.org/2026.acl-long.875/)**Sebastian Kobler, Matthew Clemson, Angela Sun et al. · Long Papers · 🏆 Best Social Impact Paper

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders](https://aclanthology.org/2026.acl-long.147/)**Yupeng Hou, Jiacheng Li, Xiangjun Fu et al. · Long Papers*52 citations*
2. **[Apertus: Democratizing Open and Compliant LLMs for Global Language Environments](https://md.research.elamur.ai/free/en/papers/cano-2026-apertus-democratizing-open-compliant-llms/)**Alejandro Hernández-Cano, Alexander Hägele, Allen Hao Huang et al. · Long Papers*16 citations · our summary*
3. **[Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning](https://aclanthology.org/2026.acl-long.583/)**Sikuan Yan, Xiufeng Yang, Zuchao Huang et al. · Long Papers*8 citations*
4. **[MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing](https://aclanthology.org/2026.acl-industry.3/)**Junbo Niu, Zheng Liu, Zhuangcheng Gu et al. · Industry Track*8 citations*
5. **[Claim Verification in the Age of Large Language Models: A Survey](https://aclanthology.org/2026.acl-srw.2/)**Alphaeus Dmonte, Roland R Oruche, Marcos Zampieri et al. · Student Research Workshop*7 citations*
6. **[LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models](https://aclanthology.org/2026.acl-long.524/)**Fengqi Zhu, Rongzhen Wang, Shen Nie et al. · Long Papers*7 citations*
7. **[Understanding and Mitigating Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks](https://aclanthology.org/2026.acl-long.1408/)**Miaomiao Li, Hao Chen, Yang Wang et al. · Long Papers*7 citations*
8. **[AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora](https://aclanthology.org/2026.acl-long.942/)**Jiaxin Bai, Wei Fan, Qi Hu et al. · Long Papers*6 citations*
9. **[CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks](https://aclanthology.org/2026.acl-long.888/)**Hongchao Jiang, Yiming Chen, Yushi Cao et al. · Long Papers*6 citations*
10. **[AI use in American newspapers is widespread, uneven, and rarely disclosed](https://aclanthology.org/2026.acl-long.663/)**Jenna Russell, Marzena Karpinska, Destiny Akinode et al. · Long Papers*5 citations*

## All accepted papers (2,650)

The most cited first; 23 with our summary link to their page here, the others to the original.

1. **[Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders](https://aclanthology.org/2026.acl-long.147/)**Yupeng Hou, Jiacheng Li, Xiangjun Fu et al. · Long Papers*52 citations*
2. **[Apertus: Democratizing Open and Compliant LLMs for Global Language Environments](https://md.research.elamur.ai/free/en/papers/cano-2026-apertus-democratizing-open-compliant-llms/)**Alejandro Hernández-Cano, Alexander Hägele, Allen Hao Huang et al. · Long Papers*16 citations · our summary*
3. **[Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning](https://aclanthology.org/2026.acl-long.583/)**Sikuan Yan, Xiufeng Yang, Zuchao Huang et al. · Long Papers*8 citations*
4. **[MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing](https://aclanthology.org/2026.acl-industry.3/)**Junbo Niu, Zheng Liu, Zhuangcheng Gu et al. · Industry Track*8 citations*
5. **[Claim Verification in the Age of Large Language Models: A Survey](https://aclanthology.org/2026.acl-srw.2/)**Alphaeus Dmonte, Roland R Oruche, Marcos Zampieri et al. · Student Research Workshop*7 citations*
6. **[LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models](https://aclanthology.org/2026.acl-long.524/)**Fengqi Zhu, Rongzhen Wang, Shen Nie et al. · Long Papers*7 citations*
7. **[Understanding and Mitigating Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks](https://aclanthology.org/2026.acl-long.1408/)**Miaomiao Li, Hao Chen, Yang Wang et al. · Long Papers*7 citations*
8. **[AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora](https://aclanthology.org/2026.acl-long.942/)**Jiaxin Bai, Wei Fan, Qi Hu et al. · Long Papers*6 citations*
9. **[CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks](https://aclanthology.org/2026.acl-long.888/)**Hongchao Jiang, Yiming Chen, Yushi Cao et al. · Long Papers*6 citations*
10. **[AI use in American newspapers is widespread, uneven, and rarely disclosed](https://aclanthology.org/2026.acl-long.663/)**Jenna Russell, Marzena Karpinska, Destiny Akinode et al. · Long Papers*5 citations*
11. **[Formally Specifying the Intended Behavior of the Program: LLM-Driven Neuro-Symbolic Program Specification Synthesis](https://aclanthology.org/2026.acl-demo.66/)**Cheng Wen, Hu Junjie, YiKun Hu et al. · System Demonstrations*5 citations*
12. **[HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding](https://aclanthology.org/2026.acl-long.381/)**Haowei Zhang, Shudong Yang, Jinlan Fu et al. · Long Papers*5 citations*
13. **[MulVul: Retrieval-augmented Multi-Agent Code Vulnerability Detection via Cross-Model Prompt Evolution](https://aclanthology.org/2026.acl-long.391/)**Zihan Wu, Jie Xu, Yun Peng et al. · Long Papers*5 citations*
14. **[OctoTools: A Multi-Agent Framework with Extensible Tools for Complex Reasoning](https://aclanthology.org/2026.acl-long.1/)**Pan Lu, Bowen Chen, Sheng Liu et al. · Long Papers*5 citations*
15. **[End-to-End Optimization of LLM-Driven Multi-Agent Search Systems via Heterogeneous-Group-Based Reinforcement Learning](https://aclanthology.org/2026.acl-long.1399/)**Guanzhong Chen, Shaoxiong Yang, Chao Li et al. · Long Papers*4 citations*
16. **[GenDis: Generative-Discriminative Dual-View Co-Training for Generalized Category Discovery](https://aclanthology.org/2026.acl-long.107/)**Xi Chen, Chuan Qin, Jinpeng Li et al. · Long Papers*4 citations*
17. **[Paramanu: Compact and Competitive Monolingual Language Models for Low-Resource Morphologically Rich Indian Languages](https://aclanthology.org/2026.acl-long.1922/)**Mitodru Niyogi, Eric Gaussier, Arnab Bhattacharya · Long Papers*4 citations*
18. **[ProgressLM: Towards Progress Reasoning in Vision-Language Models](https://aclanthology.org/2026.acl-long.516/)**Jianshu Zhang, Chengxuan Qian, Haosen Sun et al. · Long Papers*4 citations*
19. **[TLSA: LLM-Guided Text-Label Space Alignment with Contrastive Learning for Generalized Category Discovery](https://aclanthology.org/2026.acl-long.869/)**Wenxi Xu, Chuan Qin, Xi Chen et al. · Long Papers*4 citations*
20. **[Thinking beyond the anthropomorphic paradigm benefits LLM research](https://aclanthology.org/2026.acl-long.118/)**Lujain Ibrahim, Myra Cheng · Long Papers*4 citations*
21. **[How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior](https://aclanthology.org/2026.acl-long.27/)**Zidi Xiong, Yuping Lin, Wenya Xie et al. · Long Papers*3 citations*
22. **[MM-StanceDet: Retrieval-Augmented Multi-modal Multi-agent Stance Detection](https://aclanthology.org/2026.acl-long.1450/)**Weihai Lu, Zhejun Zhao, Yanshu Li et al. · Long Papers*3 citations*
23. **[MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training](https://aclanthology.org/2026.acl-long.113/)**Biao Wu, Yutong Xie, Zeyu Zhang et al. · Long Papers*3 citations*
24. **[PII-Bench: Evaluating Query-Aware Privacy Protection Systems](https://aclanthology.org/2026.acl-long.227/)**Hao Shen, Zhouhong Gu, Haokai Hong et al. · Long Papers*3 citations*
25. **[PLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice](https://aclanthology.org/2026.acl-long.458/)**Yuzhen Shi, Huanghai Liu, Yiran HU et al. · Long Papers*3 citations*

[See all 2,650 papers in ACL 2026 — accepted papers →](https://md.research.elamur.ai/free/en/venues/acl/2026/papers/)

## Papers with our summary in our library (23)

The most cited first (OpenAlex citations plus our library's).

1. **[Apertus: Democratizing Open and Compliant LLMs for Global Language Environments](https://md.research.elamur.ai/free/en/papers/cano-2026-apertus-democratizing-open-compliant-llms/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Alejandro Hernández-Cano, Alexander Hägele, Allen Hao Huang, et al.*2026 · 67 citations*
2. **[Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation Evaluation](https://md.research.elamur.ai/free/en/papers/tian-2026-beyond-literal-mapping-benchmarking-improving/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yanzhi Tian, Cunxiang Wang, Zeming Liu, et al.*2026 · 5 citations*
3. **[Scaling Laws for Code: A More Data-Hungry Regime](https://md.research.elamur.ai/free/en/papers/luo-2026-scaling-laws-code-more-data/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xianzhen Luo, Wenzhen Zheng, Qingfu Zhu, et al.*2026 · 3 citations*
4. **[Culture-Aware Machine Translation in Large Language Models: Benchmarking and Investigation](https://md.research.elamur.ai/free/en/papers/yuan-2026-culture-aware-machine-translation-large/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zekun Yuan, Yangfan Ye, Xiaocheng Feng, et al.*2026 · 2 citations*
5. **[Clozing the Gap: Exploring Why Language Model Surprisal Outperforms Cloze Surprisal](https://md.research.elamur.ai/free/en/papers/nair-2026-clozing-gap-exploring-why-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Sathvik Nair, Byung-Doh Oh*2026 · 1 citation*
6. **[PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation](https://md.research.elamur.ai/free/en/papers/proietti-2026-pear-pairwise-evaluation-automatic-relative/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Lorenzo Proietti, Roman Grundkiewicz, Matt Post*2026 · 1 citation*
7. **[Probing for Reading Times](https://md.research.elamur.ai/free/en/papers/tsipidi-2026-probing-reading-times/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Eleftheria Tsipidi, Samuel Kiegeland, Francesco Ignazio Re, et al.*2026 · 1 citation*
8. **[Rhetorical Questions in LLM Representations: A Linear Probing Study](https://md.research.elamur.ai/free/en/papers/yao-2026-rhetorical-questions-llm-representations-linear/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Louie Hong Yao, Vishesh Anand, Yuan Zhuang, et al.*2026 · 1 citation*
9. **[Revisiting Metric Reliability for Fine-grained Evaluation of Machine Translation and Summarization in Indian Languages](https://md.research.elamur.ai/free/en/papers/yari-2026-revisiting-metric-reliability-fine-grained/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Amir Hossein Yari, Kalmit Kulkarni, Ahmad Raza Khan, et al.*2026 · 1 citation*
10. **[An Existence Proof for Neural Language Models That Can Explain Garden-Path Effects via Surprisal](https://md.research.elamur.ai/free/en/papers/yoshida-2026-existence-proof-neural-language-models/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ryo Yoshida, Shinnosuke Isono, Taiga Someya, et al.*2026 · 1 citation*
11. **[DRInQ: Evaluating Conversational Implicature with Controlled Context Variation](https://md.research.elamur.ai/free/en/papers/arai-2026-drinq-evaluating-conversational-implicature-controlled/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hirona Jacqueline Arai, Xiang Ren*2026*
12. **[Quantifying Metric and Model Agreement in Bias Evaluation of Large Language Models](https://md.research.elamur.ai/free/en/papers/asgari-2026-quantifying-metric-model-agreement-bias/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Arash Asgari, Huan Wu, Amirreza Naziri, et al.*2026*
13. [**Beyond Word Boundaries: A Hebrew Coreference Benchmark and an Evaluation Protocol for Morphologically Complex Text**Refael Shaked Greenfeld, Reut Tsarfaty*2026*](https://md.research.elamur.ai/free/en/papers/greenfeld-2026-beyond-word-boundaries-hebrew-coreference/)
14. **[Diff4TST: Masked Diffusion Language Model for Text Style Transfer](https://md.research.elamur.ai/free/en/papers/ma-2026-diff4tst-masked-diffusion-language-model/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xinchen Ma, Gaole He, Yunshi Lan, et al.*2026*
15. **[Rethinking the Idiomaticity Decomposability Hypothesis: Evidence from Distributional Learning](https://md.research.elamur.ai/free/en/papers/mi-2026-rethinking-idiomaticity-decomposability-hypothesis-evidence/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Maggie Mi, Golzar Atefi, Atsuki Yamaguchi, et al.*2026*
16. **[EIFFEL: a novel benchmark to measure bias of English heavy training on French idiomatic expressions](https://md.research.elamur.ai/free/en/papers/noel-2026-eiffel-novel-benchmark-measure-bias/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Charlotte Noel, Nicholas Asher, Olivier Gouvert, et al.*2026*
17. **[MQM Re-Annotation: A Technique for Collaborative Evaluation of Machine Translation](https://md.research.elamur.ai/free/en/papers/riley-2026-mqm-re-annotation-technique-collaborative/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Parker Riley, Daniel Deutsch, Mara Finkelstein, et al.*2026*
18. **[Quantifying the Impact of Translation Errors on Multilingual LLM Evaluation](https://md.research.elamur.ai/free/en/papers/thellmann-2026-quantifying-impact-translation-errors-multilingual/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Klaudia Thellmann, Bernhard Stadler, Michael Färber, et al.*2026*
19. **[Diagnose, Then Repair: A Two-Stage MQM-Guided Post-Editing Framework for Domain-Specific Machine Translation](https://md.research.elamur.ai/free/en/papers/wang-2026-diagnose-then-repair-two-stage/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ji Hun Wang, Siyu Wu*2026*
20. **[Paraphrasing as Zero-shot Translation with Feature-guided Diversity Enhancement](https://md.research.elamur.ai/free/en/papers/yan-2026-paraphrasing-as-zero-shot-translation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ziyue Yan, Hongying Zan, Xinglin Lyu, et al.*2026*
21. **[SWAN: Semantic Watermarking with Abstract Meaning Representation](https://md.research.elamur.ai/free/en/papers/ye-2026-swan-semantic-watermarking-abstract-meaning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ziping Ye, Gourab Dey, Christos Christodoulopoulos, et al.*2026*
22. **[From Graph to Text and Back: Semantic Fidelity in Automated Industrial Knowledge Graphs](https://md.research.elamur.ai/free/en/papers/zeinalipour-2026-graph-text-back-semantic-fidelity/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kamyar Zeinalipour, Silvia Severini, Alessia Borghini, et al.*2026*
23. **[Dynamic Meta-Metrics: Source-Sentence Conditioned Weighting for MT Evaluation](https://md.research.elamur.ai/free/en/papers/zhang-2026-dynamic-meta-metrics-source-sentence/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Luke Zhang, Justin Vasselli, Aditya Khan, et al.*2026*

## Top topics

Topics of its works in our library, with the number of works on each.

[Evaluation & benchmarks (10)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Machine translation (8)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Language models & pretraining (7)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Psycholinguistics & language acquisition (3)](https://md.research.elamur.ai/free/en/topics/psycholinguistics/) · [Interpretability (2)](https://md.research.elamur.ai/free/en/topics/interpretability/) · [Implicature (1)](https://md.research.elamur.ai/free/en/topics/implicature/) · [Coreference resolution (1)](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Summarization (1)](https://md.research.elamur.ai/free/en/topics/summarization/) · [Multilingual & cross-lingual NLP (1)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Morphology (1)](https://md.research.elamur.ai/free/en/topics/morphology/) · [Knowledge graphs & ontologies (1)](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) · [Hebrew & Aramaic (1)](https://md.research.elamur.ai/free/en/topics/hebrew-aramaic/) · [Semitic languages (1)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Semantic parsing & meaning representation (1)](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) · [Idioms & multiword expressions (1)](https://md.research.elamur.ai/free/en/topics/multiword-expressions/)

**3 more topics**

[English (1)](https://md.research.elamur.ai/free/en/topics/english/) · [French (1)](https://md.research.elamur.ai/free/en/topics/french/) · [Modern Hebrew (1)](https://md.research.elamur.ai/free/en/topics/modern-hebrew/)

## Fields

[Arts and Humanities (23)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (22)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Psychology (3)](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Neuroscience (2)](https://md.research.elamur.ai/free/en/shelves/neuroscience/) · [Social Sciences (1)](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Alejandro Hernández-Cano**1 work here · 67 citations](https://md.research.elamur.ai/free/en/authors/alejandro-hernandez-cano/) · [🧑‍🔬**Alexander Hägele**1 work here · 67 citations](https://md.research.elamur.ai/free/en/authors/alexander-hagele/) · [🧑‍🔬**Angelika Romanou**1 work here · 67 citations](https://md.research.elamur.ai/free/en/authors/angelika-romanou/) · [🧑‍🔬**Bettina Messmer**1 work here · 67 citations](https://md.research.elamur.ai/free/en/authors/bettina-messmer/) · [🧑‍🔬**Mete Ismayilzada**1 work here · 67 citations](https://md.research.elamur.ai/free/en/authors/mete-ismayilzada/) · [🧑‍🔬**Cunxiang Wang**1 work here · 5 citations](https://md.research.elamur.ai/free/en/authors/cunxiang-wang/) · [🧑‍🔬**Dawei Song**1 work here · 5 citations](https://md.research.elamur.ai/free/en/authors/dawei-song/) · [🧑‍🔬**Heyan Huang**1 work here · 5 citations](https://md.research.elamur.ai/free/en/authors/heyan-huang/) · [🧑‍🔬**Jie Tang**1 work here · 5 citations](https://md.research.elamur.ai/free/en/authors/jie-tang/) · [🧑‍🔬**Yuhang Guo**1 work here · 5 citations](https://md.research.elamur.ai/free/en/authors/yuhang-guo/) · [🧑‍🔬**Zeming Liu**1 work here · 5 citations](https://md.research.elamur.ai/free/en/authors/zeming-liu/) · [🧑‍🔬**Siming Huang**1 work here · 3 citations](https://md.research.elamur.ai/free/en/authors/siming-huang/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**University of Southern California** Los Angeles · United States 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-southern-california/) · [🎓**National University of Singapore** Singapore · Singapore 2 works here](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🎓**Harbin Institute of Technology** Harbin · China 2 works here](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🎓**ETH Zurich** Zurich · Switzerland 2 works here](https://md.research.elamur.ai/free/en/universities/eth-zurich/) · [🎓**University of Siena** Siena · Italy 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-siena/) · [🏛️**Agency for Science, Technology and Research** Singapore · Singapore 1 work here](https://md.research.elamur.ai/free/en/government/agency-for-science-technology-and-research/) · [🎓**University of Bern** Bern · Switzerland 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-bern/) · [🎓**Beijing Institute of Technology** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/universities/beijing-institute-of-technology/) · [🏢**Microsoft** Redmond · United States 1 work here](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🔬**Centre National de la Recherche Scientifique** Paris · France 1 work here](https://md.research.elamur.ai/free/en/labs/centre-national-de-la-recherche-scientifique/) · [🎓**Berliner Hochschule für Technik** Berlin · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/berliner-hochschule-fur-technik/) · [🏢**Amazon** Seattle · United States 1 work here](https://md.research.elamur.ai/free/en/companies/amazon/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

- [← previous ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/)
- [↑ back to ACL](https://md.research.elamur.ai/free/en/venues/acl/)