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Research updates · page 3
Updated 3:35 AM ET
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Research · 222 items · newest issue first · page 3 of 12
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Paper asks whether perturbation predictors learn gene interactions or fail to extrapolate in agentic screening
Official
arXiv cs.LG
Oct 15
Research
Paper proposes inverse reasoning models that post-train and verify from answer-only data without gold chain-of-thought
Official
arXiv cs.LG
Oct 15
Research
Study tracks how language models move from copying demonstrations to composing them in in-context learning
Official
arXiv cs.CL
Oct 15
Research
Paper uses pretrained language models as zero-shot tools for record linkage and name-based demographic inference
Official
arXiv cs.CL
Oct 15
Research
Paper argues LLMs can use pretrained world knowledge for event prediction when the task is framed differently
Official
arXiv cs.CL
Oct 15
Research
Study benchmarks eight LLMs on zero-shot abstractive summarization for English and Bengali XL-Sum
Official
arXiv cs.CL
Oct 15
Research
Paper trains voice agents to follow legally required call flows when transferring to unseen debt-collection procedures
Official
arXiv cs.CL
Oct 15
Research
Researcher traces where LLM "slop" writing style lives in Qwen3-4B-Instruct and which training stage installs it
Unconfirmed
r/MachineLearning
Oct 15
Research
Researchers use Gemini 4 agents to find new exact plasma equilibria that break stellarator symmetry, extending counterexamples to Grad's 1967 conjecture
Official
arXiv
Oct 15
Research
Developer's sparse-autoencoder tool finds evaluation awareness and mild environment exploitation learned during MiMo-v2.6 RL training
Unconfirmed
r/MachineLearning
Oct 15
Research
NVIDIA researchers' AlphaNIST trains one robot assembly policy from binary rewards alone to 98.2% success on all 20 NIST board tasks in simulation
Official
arXiv (NVIDIA)
Oct 15
Research
Event2Vec library learns additive event embeddings so a linear score on a history splits exactly into per-event terms
Unconfirmed
r/MachineLearning
Oct 14
Research
VH-GPO restores learning signal in GRPO agent training when every rollout in a group fails
Unconfirmed
arXiv cs.LG
Oct 14
Research
Paper splices hints into reasoning traces offline so models learn from a demonstrator's failed proofs
Unconfirmed
arXiv cs.LG
Oct 14
Research
Predict Before You Modify has self-evolving agents forecast the effect of changes before costly evaluations
Unconfirmed
arXiv cs.LG
Oct 14
Research
LACRM uses LLMs to mine directed competition relationships between advertisers in e-commerce ads
Unconfirmed
arXiv cs.LG
Oct 14
Research
MDN-VJEPA represents multiple possible futures in JEPA world models with a mixture density predictor
Unconfirmed
arXiv cs.LG
Oct 14
Research
Study tests whether agents can improve LLM data-engineering strategies from experimental feedback
Unconfirmed
arXiv cs.CL
Oct 14
Research
Fin_Agent pairs rules with zero-shot Qwen2.5-32B for multilingual financial NLP at FinEval 2026
Unconfirmed
arXiv cs.CL
Oct 14
Research
ChronoRegime tests whether LLMs know when the future is predictable enough to commit to an answer
Unconfirmed
arXiv cs.CL
Oct 14
Research
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