EMNLP: Indexing, Scope and Published Papers

01Indexing

Indexing of EMNLP

From the indexing lists used on ScholarsColab, updated 1 March 2026. Indexing can change: confirm on the Web of Science Master Journal List or the Scopus source list before submitting. Official Journal Impact Factors and JCR quartiles are published by Clarivate; the impact factor and quartile on this page are calculated from OpenAlex open data (see how the impact factor works).

02What it publishes

What EMNLP publishes: real papers

Words that appear most often in the titles of the papers published here that we track. Choose one to see those papers:

03Published papers

Papers published in EMNLP

Papers from the publication records ScholarsColab tracks, with their year and citations. Author names are not shown.

1. Leveraging 3D Gaussian for Temporal Knowledge Graph Embedding20250 citations
2. Culture is Everywhere: A Call for Intentionally Cultural Evaluation20250 citations
3. Improving Prompt Generalization for Cross-prompt Essay Trait Scoring from the Scoring-invariance Perspective20250 citations
4. MADD: Multi-Agent Drug Discovery Orchestra20250 citations
5. Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models20250 citations
6. ProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval20250 citations
7. MediVLM: A Vision Language Model for Radiology Report Generation from Medical Images20250 citations
8. AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration20250 citations
9. Automating ehmi action design with llms for automated vehicle communication20250 citations
10. Training LLMs for Optimization Modeling via Iterative Data Synthesis and Structured Validation20250 citations
11. Mamba drafters for speculative decoding20250 citations
12. EMBYTE: Decomposition and Compression Learning for Small yet Private NLP20250 citations
13. LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation20250 citations
14. Safeswitch: Steering unsafe llm behavior via internal activation signals20250 citations
15. Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models20250 citations
16. Oagents: An empirical study of building effective agents20250 citations
17. Flowmaltrans: Unsupervised binary code translation for malware detection using flow-adapter architecture20250 citations
18. Layer Duplication in LLMs20250 citations
19. Rotate, Clip, and Partition: Towards W2A4KV4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer20250 citations
20. Pree: Towards harmless and adaptive fingerprint editing in large language models via knowledge prefix enhancement20250 citations
21. Natural Context Drift Undermines the Natural Language Understanding of Large Language Models20250 citations
22. Covipal: Layer-wise contextualized visual token pruning for large vision-language models20250 citations
23. DeMAC: Enhancing Multi-Agent Coordination with Dynamic DAG and Manager-Player Feedback20250 citations
24. SOPL: A Sequential Optimal Learning Approach to Automated Prompt Engineering in Large Language Models20250 citations
25. 1+ 1> 2: A Synergistic Sparse and Low-Rank Compression Method for Large Language Models20250 citations
26. AdaptMerge: Inference Time Adaptive Visual and Language-Guided Token Merging for Efficient Large Multimodal Models20250 citations
27. GAMIC: Graph-Aligned Molecular In-context Learning for Molecule Analysis via LLMs20250 citations
28. Multiconir: Towards multi-condition information retrieval20250 citations
29. MONAQ: Multi-objective neural architecture querying for time-series analysis on resource-constrained devices20250 citations
30. You Only Use Reactive Attention Slice When Retrieving From Long Context20250 citations
31. VQA-Augmented Machine Translation with Cross-Modal Contrastive Learning20250 citations
32. Facilitating Cross-lingual Transfer of Empathy through Language-independent Latent Diffusion: A Case Study in Chinese20250 citations
33. QuantAgents: Towards Multi-agent Financial System via Simulated Trading20250 citations
34. Lora-par: A flexible dual-system lora partitioning approach to efficient llm fine-tuning20250 citations
35. Unispeaker: a unified approach for multimodality-driven speaker generation20250 citations
36. Lore-merging: Exploring low-rank estimation for large language model merging20250 citations
37. Nexus: Adaptive Upcycling to Efficiently Pretrain Mixture of Experts20250 citations
38. DLIR: Spherical Adaptation for Cross-Lingual Knowledge Transfer of Sociological Concepts Alignment20250 citations
39. Guard: Glocal uncertainty-aware robust decoding for effective and efficient open-ended text generation20250 citations
40. Physicsarena: the first multimodal physics reasoning benchmark exploring variable, process, and solution dimensions20250 citations
41. LSRL: Process-Supervised GRPO on Latent Recurrent States Improves Mathematical Reasoning20250 citations
42. Reinforcement Learning with Supervised Alignment20250 citations
43. Dlpo: Towards a robust, efficient, and generalizable prompt optimization framework from a deep-learning perspective20250 citations
44. Large language models for controllable multi-property multi-objective molecule optimization20250 citations
45. Learning What to Remember: Adaptive Probabilistic Memory Retention for Memory-Efficient Language Models20250 citations
46. Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification20250 citations
47. FAEDKV: Infinite-Window Fourier Transform for Unbiased KV Cache Compression20250 citations
48. From n-gram to attention: how model architectures learn and propagate bias in language modeling20250 citations
49. SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion20250 citations
50. Error classification of large language models on math word problems: A dynamically adaptive framework20250 citations
51. Exploring Hyperbolic Hierarchical Structure for Multimodal Rumor Detection20250 citations
52. DaMoC: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression20250 citations
53. SLM-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts20250 citations
54. Fine-tuning LLMs with Cross-Attention-based Weight Decay for Bias Mitigation20250 citations
55. Mechanistic understanding and mitigation of language confusion in english-centric large language models20250 citations
56. Bhaasha, Bhas. a, Zaban: A Survey for Low-Resourced Languages in South Asia–Current Stage and Challenges20250 citations
57. LLMAP: LLM-assisted multi-objective route planning with user preferences20250 citations
58. Large language models with temporal reasoning for longitudinal clinical summarization and prediction20250 citations
59. Memory-enhanced Large Language Model for Cross-lingual Dependency Parsing via Deep Hierarchical Syntax Understanding20250 citations
60. Text or Pixels? Evaluating Efficiency and Understanding of LLMs with Visual Text Inputs20250 citations
61. GLProtein: Global-and-Local Structure Aware Protein Representation Learning20250 citations
62. Self-ensemble: Mitigating confidence distortion for large language models20250 citations
63. INDOORWORLD: Integrating Physical Task Solving and Social Simulation in A Heterogeneous Multi-Agent Environment20250 citations
64. Misalignment Attack on Text-to-Image Models via Text Embedding Optimization and Inversion20250 citations
65. R-LoRA: Randomized Multi-Head LoRA for Efficient Multi-Task Learning20250 citations
66. Leveraging High-Resource English Corpora for Cross-Lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training20250 citations
67. SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning20250 citations
68. LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions20250 citations
69. Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems20250 citations
70. Multilingual Generative Retrieval via Cross-lingual Semantic Compression20250 citations
71. Causalmace: Causality empowered multi-agents in minecraft cooperative tasks20250 citations
72. polyBART: A Chemical Linguist for Polymer Property Prediction and Generative Design20250 citations
73. FLAIRR-TS--Forecasting LLM-Agents with Iterative Refinement and Retrieval for Time Series20250 citations
74. MedEBench: Diagnosing Reliability in Text-Guided Medical Image Editing20250 citations
75. PAMN: Multi-phase Correlation Modeling for Contrast-Enhanced 3D Medical Image Retrieval20250 citations
76. Xrag: Cross-lingual retrieval-augmented generation20250 citations
77. Tr-mteb: A comprehensive benchmark and embedding model suite for turkish sentence representations20250 citations
78. Lagcl4rec: When llms activate interactions potential in graph contrastive learning for recommendation20250 citations
79. Disco balances the scales: Adaptive domain-and difficulty-aware reinforcement learning on imbalanced data20250 citations
80. Structural Patent Classification Using Label Hierarchy Optimization20250 citations
81. PIP: Perturbation-based Iterative Pruning for large language models20250 citations
82. Rethinking NLP for Chemistry: A Critical Look at the USPTO Benchmark20250 citations
83. Scale down to speed up: Dynamic data selection for reinforcement learning20250 citations
84. LIFTED: Multimodal Clinical Trial Outcome Prediction via Large Language Models and Mixture-of-Experts20250 citations
85. Towards More Efficient Post-training via Fourier Domain Adapter Framework20250 citations
86. ARXSA: A General Negative Feedback Control Theory in Vision-Language Models20250 citations
87. CtrlNews: LLM-based Multi-Agent Controllable News Writing via Knowledge Gravitational Field20250 citations
88. Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation20250 citations
89. SRM-LLM: Semantic Relationship Mining with LLMs for Temporal Knowledge Graph Extrapolation20250 citations
90. SVeritas: Benchmark for Robust Speaker Verification under Diverse Conditions20250 citations
91. Large vision-language model alignment and misalignment: A survey through the lens of explainability20250 citations
92. Uncovering Scaling Laws for Large Language Models via Inverse Problems20250 citations
93. A Monte-Carlo Sampling Framework For Reliable Evaluation of Large Language Models Using Behavioral Analysis20250 citations
94. Fakesv-vlm: Taming vlm for detecting fake short-video news via progressive mixture-ofexperts adapter20250 citations
95. ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations20250 citations
96. Protein large language models: A comprehensive survey20250 citations
97. Knowledge-enhanced multimodal ecg representation learning with arbitrary-lead inputs20250 citations
98. Cache saver: A modular framework for efficient, affordable, and reproducible LLM inference20250 citations
99. SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning20250 citations
100. DocMMIR: A Framework for Document Multi-modal Information Retrieval20250 citations
101. Beyond contrastive learning: Synthetic data enables list-wise training with multiple levels of relevance20250 citations
102. Multi-agent autonomous driving systems with large language models: A survey of recent advances, resources, and future directions20250 citations
103. Zero-Shot Cross-Domain Aspect-Based Sentiment Analysis via Domain-Contextualized Chain-of-Thought Reasoning20250 citations
104. A Knapsack by Any Other Name: Presentation impacts LLM performance on NP-hard problems20250 citations
105. Efficiently Editing Mixture-of-Experts Models with Compressed Experts20250 citations
106. Fossil: Harnessing feedback on suboptimal samples for data-efficient generalisation with imitation learning for embodied vision-and-language tasks20250 citations
107. Active domain knowledge acquisition with 100-dollar budget: Enhancing llms via cost-efficient, expert-involved interaction in sensitive domains20250 citations
108. NormAL LoRA: What is the perfect size?20250 citations
109. INREACT: An Inspire-Then-Reinforce Training Framework For Multimodal GUI Agent20250 citations
110. Making every step effective: Jailbreaking large vision-language models through hierarchical kv equalization20250 citations
111. False friends are not foes: Investigating vocabulary overlap in multilingual language models20250 citations
112. Reliableeval: A recipe for stochastic llm evaluation via method of moments20250 citations
113. Multi-Surrogate-Objective Optimization for Neural Topic Models20250 citations
114. GAttention: Gated Attention for the Detection of Abusive Language20250 citations
115. Deftx: Denoised sparse fine-tuning for zero-shot cross-lingual transfer20250 citations
116. Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness20250 citations
117. Two Challenges, One Solution: Robust Multimodal Learning through Dynamic Modality Recognition and Enhancement20250 citations
118. Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation20250 citations
119. The Green KNIGHT: Green Machine Translation with Knowledge-Distilled, Narrow, Inexpensive, Greedy, Hybrid Transformers20250 citations
120. FIER: Fine-Grained and Efficient KV Cache Retrieval for Long-context LLM Inference20250 citations
121. PrAd: Prompt Adaptive Tuning for Decoder-only Language Models20250 citations
122. Mitigating Sequential Dependencies: A Survey of Algorithms and Systems for Generation-Refinement Frameworks in Autoregressive Models20250 citations
123. Hopscotch: Discovering and Skipping Redundancies in Language Models20250 citations
124. Nlora: Nystr\" om-initiated low-rank adaptation for large language models20250 citations
125. End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation20250 citations
126. Treble counterfactual vlms: A causal approach to hallucination20250 citations
127. NUMINA: A Natural Understanding Benchmark for Multi-dimensional Intelligence and Numerical Reasoning Abilities20250 citations
128. Sensitivity-lora: Low-load sensitivity-based fine-tuning for large language models20250 citations
129. A survey on sparse autoencoders: Interpreting the internal mechanisms of large language models20250 citations
130. Tree of Agents: Improving Long-Context Capabilities of Large Language Models through Multi-Perspective Reasoning20250 citations
131. SwiftPrune: Hessian-Free Weight Pruning for Large Language Models20250 citations
132. EMO-RL: Emotion-Rule-Based Reinforcement Learning Enhanced Audio-Language Model for Generalized Speech Emotion Recognition20250 citations
133. Think clearly: Improving reasoning via redundant token pruning20250 citations
134. Flexquant: A flexible and efficient dynamic precision switching framework for llm quantization20250 citations
135. ReLoop:" Seeing Twice and Thinking Backwards" via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding20250 citations
136. How Do Large Language Models Perform on PDE Discovery: A Coarse-to-fine Perspective20250 citations
137. RAISE: Reinforced Adaptive Instruction Selection For Large Language Models20250 citations
138. BrainLoc: Brain Signal-Based Object Detection with Multi-modal Alignment20250 citations
139. PEPE: Long-context Extension for Large Language Models via Periodic Extrapolation Positional Encodings20250 citations
140. Role-Guided Annotation and Prototype-Aligned Representation Learning for Historical Literature Sentiment Classification20250 citations
141. Unearthing gems from stones: Policy optimization with negative sample augmentation for llm reasoning20250 citations
142. ChartM: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension20250 citations
143. Conv-basis: A new paradigm for efficient attention inference and gradient computation in transformers20250 citations
144. Webcot: Enhancing web agent reasoning by reconstructing chain-of-thought in reflection, branching, and rollback20250 citations
145. Multimodal emotion recognition in conversations: A survey of methods, trends, challenges and prospects20250 citations
146. A survey of multilingual reasoning in language models20250 citations
147. Gdllm: A global distance-aware modeling approach based on large language models for event temporal relation extraction20250 citations
148. FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis20250 citations
149. A Category-Theoretic Approach to Neural-Symbolic Task Planning with Bidirectional Search20250 citations
150. Langprobe: a language programs benchmark20250 citations
151. Self-supervised prompt optimization20250 citations
152. Beyond self-reports: Multi-observer agents for personality assessment in large language models20250 citations
153. Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph20250 citations
154. Safe: A sparse autoencoder-based framework for robust query enrichment and hallucination mitigation in llms20250 citations
155. Semi-Structured Object Sequence Encoders20230 citations

04Reviewer comments

05Similar journals

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