CN TsinghuaDepartment of Computer Science and Technology Feb 28
Works on natural language processing and machine translation.
2026 An Equivariant Pretrained Transformer for Unified Geometric Learning on Multi-Domain 3D Molecules Nature Communications 2026 Beyond "I Don't Know": Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty ACL 84 T1120 papers18 members35 alumniUS UWPaul G. Allen School of Computer Science & Engineering Dec 15
Researches large language models, semantic parsing and multimodal pretraining.
2026 High Accuracy, Less Talk (HALT): Reliable LLMs through Capability-Aligned Finetuning ICLR 2026 Latent Speech-Text Transformer ICLR 72 T187 papers11 members34 alumniCH ETH ZurichComputer Science (D-INFK)
Studies natural language processing and computational linguistics, including formal language theory of neural language models, morphology and probabilistic…
2025 A Spatio-Temporal Point Process for Fine-Grained Modeling of Reading Behavior ACL 2025 Are Language Models Efficient Reasoners? A Perspective from Logic Programming NeurIPS 64 T198 papers15 members8 alumniUS CMULanguage Technologies Institute Dec 9
Lei Li Associate Professor Studies large language models, machine translation and AI for science, including efficient LLM inference.
2026 AdaSplash-2: Faster Differentiable Sparse Attention ICML 2026 CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative Feedback ACL 52 T177 papers19 members16 alumniUS UT AustinComputer Science Dec 15
Develops NLP methods and AI agents that communicate and collaborate with people, including semantic parsing, ambiguity and LLM reasoning.
2026 Calibrating Verbalized Confidence with Self-Generated Distractors ICLR 2026 FrankenReport: Early Exiting in Long-Form Generation Using Expected Value of Computation EMNLP 43 T161 papersGroup size not listed US NYUComputer Science (Courant) Dec 12
Kyunghyun Cho Glen de Vries Chaired Professor of Computer Science and Data Science Works on deep learning for natural language, including neural machine translation, language models and machine learning for scientific discovery.
2026 Forget Forgetting: Continual Learning in a World of Abundant Memory ICLR 2026 Multi-modal Data Spectrum: Multi-modal Datasets are Multi-dimensional ICLR 43 T176 papers10 members100 alumniUS StanfordComputer Science Dec 8
Studies natural language processing with deep learning, including language understanding and parsing.
2026 At the boundary: Law and AI. PNAS 2026 DistillKac: Few-Step Image Generation via Damped Wave Equations ICLR 37 T157 papersGroup size not listed CN SJTUSchool of Computer Science May 31
Rui Wang Tenured Track Associate Professor Works on individual cognitive capacities and collective cognitive organization in AI systems, building on prior work in natural language processing and…
2026 BabelDOC: Better Layout-Preserving PDF Translation via Intermediate Representation ACL 2026 DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning ICLR 34 T157 papers15 members10 alumniUS USCComputer Science Dec 15
Jonathan May Research Associate Professor of Computer Science Researches machine translation, low-resource languages and natural language generation at ISI.
2026 GTA: Generating Long-horizon Tasks for Web Agents at Scale ACL 2026 How Language Models Process Negation ICML 31 T153 papers16 members8 alumniGB EdinburghSchool of Informatics
Researches computational linguistics and statistical learning, especially predicting structure from text, spectral learning and text analysis in finance.
2026 Can I Have Your Order? Monte-Carlo Tree Search for Slot Filling Ordering in Diffusion Language Models ICML 2026 Integrating Counterfactual Simulations with Language Models for Explaining Multi-Agent Behaviour AAMAS 29 T154 papers7 members16 alumniGB EdinburghSchool of Informatics
Researches automatic speech recognition, including adaptation and low-resource speech recognition.
2026 TTSDS2: Resources and Benchmark for Evaluating Human-Quality Text to Speech Systems ICLR 2026 "Walk a Mile in My Voice": Voice Conversion Shapes Trust, Attribution, and Empathy in Human-AI Speech Interactions IUI Companion 26 T148 papers9 members5 alumniUS StanfordDepartment of Linguistics Dec 8
Studies computational semantics and pragmatics, and interpretability of language models.
2026 Addressing divergent representations from causal interventions on neural networks ICLR 2026 Fast Byte Latent Transformer ICML 25 T171 papers11 members48 alumniGB CambridgeTheoretical and Applied Linguistics (Faculty of Modern and Medieval Languages and Linguistics) Dec 8
Nigel Collier Professor of Natural Language Processing Studies how to understand, align and evaluate large language models, particularly when they act within autonomous and agentic systems.
2026 Failure Modes in Multi-Hop QA: The Weakest Link Effect and the Recognition Bottleneck ACL 2026 LoVeC: Reinforcement Learning for Better Verbalized Confidence in Long-Form Generation ACL 25 T143 papers9 members12 alumniCN PekingSchool of Computer Science Jan 15
Researches computational linguistics and Chinese natural language processing, including syntactic and semantic analysis.
2026 A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Task ACL 2026 Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning AAAI 24 T139 papersGroup size not listed GB CambridgeComputer Science and Technology Dec 8
Andreas Vlachos Professor of Natural Language Processing and Machine Learning Works on automated fact checking, dialogue modelling and imitation learning for NLP, and earlier on semantic parsing and information extraction.
2026 Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking TACL 2026 Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural Ambiguity EMNLP 23 T151 papers9 members56 alumniGB CambridgeTheoretical and Applied Linguistics (Faculty of Modern and Medieval Languages and Linguistics) Dec 8
Anna Korhonen Professor of Natural Language Processing Works on natural language processing and human-inspired AI, including multilingual language understanding, and directs the Centre for Human-Inspired…
2026 Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies ICLR 2026 Visual Planning: Let's Think Only with Images ICLR 23 T160 papers18 members22 alumniGB ImperialDepartment of Computing Dec 1
Leads projects on adaptive tokenization and memory in foundation models, studying efficient, long-context and multilingual large language models.
2026 Can VLMs Predict Future States? Bootstrapping World Models from Inverse Dynamics Findings of ACL 2026 Is Information Density Uniform when Utterances are Grounded on Perception and Discourse? EACL 22 T134 papers10 members3 alumniGB EdinburghSchool of Informatics
Develops natural language processing systems that reason, generalise and adapt, including summarisation, semantic parsing and question answering.
2026 Generating Visual Stories with Grounded and Coreferent Characters TACL 2026 GraphLit: Learning Text-Enriched Dynamic Character Network Representations for Literary Study EMNLP 22 T144 papers8 members33 alumniUS UC BerkeleyElectrical Engineering and Computer Sciences Dec 1
Studies statistical natural language processing, including parsing, grounded language and machine translation.
2025 AutoPresent: Designing Structured Visuals from Scratch CVPR 2025 Enough Coin Flips Can Make LLMs Act Bayesian ACL 21 T124 papers11 members34 alumniUS CMULanguage Technologies Institute Dec 9
Studies computational linguistics, including phonology, morphology and NLP for low-resource languages.
2026 Adapting Self-Supervised Speech Representations for Cross-lingual Dysarthria Detection in Parkinson’s Disease Interspeech 2026 An Empirical Recipe for Universal Phone Recognition Interspeech 20 T149 papers5 members16 alumni